diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1dcbbd5b0b4ab6022b1640eb7a041315d00fb105 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 300, "estimated_tokens": 2520}} +{"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": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22611, "cached_input_tokens": 19840, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0c6291872027a871f20a9cc3720e4e5177e45b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_020ba9713fbfe5b4", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22723, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13428.78, + "sql_execution_elapsed_ms_total": 129.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_020ba9713fbfe5b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ed97f36e691cd7ede07c222f00b8bc2415ac597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/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": "2026-05-04T07:00:00.315843+00:00", + "ended_at": "2026-05-04T07:00:13.747081+00:00", + "elapsed_ms": 13428.78, + "prompt_metrics": { + "chars": 9036, + "bytes_utf8": 9036, + "lines": 300, + "estimated_tokens": 2520 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22611, + "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_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0a9b3a6012554fda6fcc169c53b48b61dfde000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=loan, measure_col=balance.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "loan", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d60adb0095befb02b7041550042c4725131d038 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-6373-7261-be00-fbfcd8e62abe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"loan\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"loan\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col bound to \\\"loan\\\" and measure_col bound to \\\"balance\\\". Cast \\\"balance\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..290f48cbe9511897faea562fae8980a8f7b375e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"loan\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"loan\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col bound to \"loan\" and measure_col bound to \"balance\". Cast \"balance\" 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_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..721765ff67c7a447cbf08b5a0f0976393fa73c37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:00.653589Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:02.981372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:12.911593Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe5cf36bcdd0e0b62e944b367962ebe3e047d02d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/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=loan, measure_col=balance. +Result preview: [{"loan": "no", "avg_measure": 1474.4536307846288}, {"loan": "yes", "avg_measure": 774.3099116510215}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82e2b18ddb4c2c71d8c0e99e317ff0f3e43a9806 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_020ba9713fbfe5b4 +-- problem_id: v2p_m8_03c98cd1957d3554 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "loan", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "loan") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71b17b76d0008c1d1f33ab507a0f502aeca6a1c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/query_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 \"loan\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"loan\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"loan\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"loan\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"loan\", \"avg_measure\"], \"rows\": [{\"loan\": \"no\", \"avg_measure\": 1474.4536307846288}, {\"loan\": \"yes\", \"avg_measure\": 774.3099116510215}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 129.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c16547ce3f43b20f8df7dc0d6af0d281fe72c72e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:00:00.308183+00:00", + "ended_at": "2026-05-04T07:00:13.900615+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_020ba9713fbfe5b4", + "problem_id": "v2p_m8_03c98cd1957d3554", + "dataset_id": "m8", + "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=loan, measure_col=balance.", + "bindings": { + "group_col": "loan", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_020ba9713fbfe5b4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_020ba9713fbfe5b4", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22723, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13428.78, + "sql_execution_elapsed_ms_total": 129.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_020ba9713fbfe5b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4cb0b6e93284b9c6cd5ceabf9d5a7b70547bb86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_020ba9713fbfe5b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:13.763463+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13428.78, "started_at": "2026-05-04T07:00:00.315843+00:00", "ended_at": "2026-05-04T07:00:13.747081+00:00", "prompt_metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22611, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:00:00.653589Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:02.981372Z 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_c/m8/artifacts/v2q_m8_032e290a496b0343/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1285ebe37b42f8803cae0642083bbaf3e4d4a21e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/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_c\n-- sql_source_dataset_id: m8\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_m8_032e290a496b0343\n-- problem_id: v2p_m8_5b425ab6f1221d73\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_032e290a496b0343\\n-- problem_id: v2p_m8_5b425ab6f1221d73\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 40.66478568171455}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 40.93362654938025}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 40.936424560767975}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 41.59965928449744}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 41.438208616780045}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 41.79705654531371}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 41.75918367346939}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 41.620370370370374}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 40.35474006116208}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 41.72932330827068}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 42.288557213930346}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 40.96774193548387}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 39.96992481203007}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 39.763440860215056}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 40.476190476190474}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 40.164556962025316}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 41.44927536231884}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 38.72549019607843}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 41.02272727272727}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 43.23255813953488}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 38.714285714285715}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 43.04347826086956}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 40.86363636363637}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 40.5}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 36.45}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 40.8125}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 37.4375}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 35.07692307692308}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 32.25}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 36.4}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 43.22222222222222}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 41.75}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 39.666666666666664}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 38.0}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c338a118b9e3b9ada51931e44b165555f1d37140 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.721118+00:00", + "ended_at": "2026-05-04T07:37:07.757002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_032e290a496b0343", + "problem_id": "v2p_m8_5b425ab6f1221d73", + "dataset_id": "m8", + "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=age, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "age", + "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_c\\m8\\sql\\v2q_m8_032e290a496b0343.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_c/m8/artifacts/v2q_m8_032e290a496b0343/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_032e290a496b0343/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_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a61383825504c17247eb5972b8a31fa4158d49f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9541, "bytes_utf8": 9541, "lines": 306, "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": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 262}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..969edecb2f54cc15147ace4b7315613824e59651 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0348e479a5434397", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 262, + "total_tokens": 23033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13193.75, + "sql_execution_elapsed_ms_total": 20.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0348e479a5434397\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb6a64fd8feba75f5c4228b293d163012530a9a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/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": "2026-05-04T07:21:07.857108+00:00", + "ended_at": "2026-05-04T07:21:21.050907+00:00", + "elapsed_ms": 13193.75, + "prompt_metrics": { + "chars": 9541, + "bytes_utf8": 9541, + "lines": 306, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 946, + "bytes_utf8": 946, + "lines": 4, + "estimated_tokens": 268 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13191 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": 152 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 262 + } + }, + "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_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bc86568590d7966ed1e599e2594e4bebfa853e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, group_col_2=poutcome, measure_col=campaign.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "previous", + "group_col_2": "poutcome", + "measure_col": "campaign", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "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": 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}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ef83135e198347e02a0dd78c3a59cbb4478fbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-bab8-7251-bee3-3747ea2ffa19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"previous\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"previous\\\", \\\"poutcome\\\"\\nORDER BY \\\"previous\\\", \\\"poutcome\\\";\",\"notes\":\"Applied the provided two-dimensional summary template with previous and poutcome as grouping columns, campaign as the numeric measure via CAST, and age >= 48.0 as the filter via CAST because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":262}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b34abaf3c387980b9a4ae62d8f418eea765561ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"previous\", \"poutcome\",\n SUM(CAST(\"campaign\" AS REAL)) AS sum_measure,\n AVG(CAST(\"campaign\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"previous\", \"poutcome\"\nORDER BY \"previous\", \"poutcome\";","notes":"Applied the provided two-dimensional summary template with previous and poutcome as grouping columns, campaign as the numeric measure via CAST, and age >= 48.0 as the filter via CAST because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d05dd7d9759fd966a4ef5ecc00e7bf9492529b6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:08.135562Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:10.495337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:20.270227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c25fc76c5372379da4d56864be8cc71d322e0084 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, group_col_2=poutcome, measure_col=campaign. +Result preview: [{"previous": "0", "poutcome": "unknown", "sum_measure": 29420.0, "avg_measure": 2.9174930583101943, "support": 10084}, {"previous": "1", "poutcome": "failure", "sum_measure": 672.0, "avg_measure": 1.7142857142857142, "support": 392}, {"previous": "1", "poutcome": "other", "sum_measure": 277.0, "avg_measure": 2.2704918032786887, "support": 122}, {"previous": "1", "poutcome": "success", "sum_measure": 270.0, "avg_measure": 1.8, "support": 150}, {"previous": "1", "poutcome": "unknown", "sum_measure": 4.0, "avg_measure": 4.0, "support": 1}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d61da10eb11dd38311f30adc5a5139776d4b08de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_0348e479a5434397 +-- problem_id: v2p_m8_c23637bae103e4a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "poutcome", + SUM(CAST("campaign" AS REAL)) AS sum_measure, + AVG(CAST("campaign" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "previous", "poutcome" +ORDER BY "previous", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04a1e2af9b7da15c35d2761ebc09a6087538473e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/query_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_two_dimensional_summary\nSELECT \"previous\", \"poutcome\",\n SUM(CAST(\"campaign\" AS REAL)) AS sum_measure,\n AVG(CAST(\"campaign\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"previous\", \"poutcome\"\nORDER BY \"previous\", \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"previous\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"previous\\\", \\\"poutcome\\\"\\nORDER BY \\\"previous\\\", \\\"poutcome\\\";\", \"columns\": [\"previous\", \"poutcome\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"poutcome\": \"unknown\", \"sum_measure\": 29420.0, \"avg_measure\": 2.9174930583101943, \"support\": 10084}, {\"previous\": \"1\", \"poutcome\": \"failure\", \"sum_measure\": 672.0, \"avg_measure\": 1.7142857142857142, \"support\": 392}, {\"previous\": \"1\", \"poutcome\": \"other\", \"sum_measure\": 277.0, \"avg_measure\": 2.2704918032786887, \"support\": 122}, {\"previous\": \"1\", \"poutcome\": \"success\", \"sum_measure\": 270.0, \"avg_measure\": 1.8, \"support\": 150}, {\"previous\": \"1\", \"poutcome\": \"unknown\", \"sum_measure\": 4.0, \"avg_measure\": 4.0, \"support\": 1}, {\"previous\": \"10\", \"poutcome\": \"failure\", \"sum_measure\": 8.0, \"avg_measure\": 1.6, \"support\": 5}, {\"previous\": \"10\", \"poutcome\": \"other\", \"sum_measure\": 18.0, \"avg_measure\": 3.6, \"support\": 5}, {\"previous\": \"10\", \"poutcome\": \"success\", \"sum_measure\": 10.0, \"avg_measure\": 1.6666666666666667, \"support\": 6}, {\"previous\": \"11\", \"poutcome\": \"failure\", \"sum_measure\": 17.0, \"avg_measure\": 2.125, \"support\": 8}, {\"previous\": \"11\", \"poutcome\": \"other\", \"sum_measure\": 27.0, \"avg_measure\": 3.857142857142857, \"support\": 7}, {\"previous\": \"11\", \"poutcome\": \"success\", \"sum_measure\": 9.0, \"avg_measure\": 1.8, \"support\": 5}, {\"previous\": \"12\", \"poutcome\": \"failure\", \"sum_measure\": 27.0, \"avg_measure\": 3.375, \"support\": 8}, {\"previous\": \"12\", \"poutcome\": \"other\", \"sum_measure\": 13.0, \"avg_measure\": 3.25, \"support\": 4}, {\"previous\": \"12\", \"poutcome\": \"success\", \"sum_measure\": 6.0, \"avg_measure\": 3.0, \"support\": 2}, {\"previous\": \"13\", \"poutcome\": \"failure\", \"sum_measure\": 13.0, \"avg_measure\": 4.333333333333333, \"support\": 3}, {\"previous\": \"13\", \"poutcome\": \"other\", \"sum_measure\": 6.0, \"avg_measure\": 6.0, \"support\": 1}, {\"previous\": \"13\", \"poutcome\": \"success\", \"sum_measure\": 9.0, \"avg_measure\": 2.25, \"support\": 4}, {\"previous\": \"14\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"14\", \"poutcome\": \"other\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"14\", \"poutcome\": \"success\", \"sum_measure\": 2.0, \"avg_measure\": 1.0, \"support\": 2}, {\"previous\": \"15\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"15\", \"poutcome\": \"other\", \"sum_measure\": 11.0, \"avg_measure\": 3.6666666666666665, \"support\": 3}, {\"previous\": \"15\", \"poutcome\": \"success\", \"sum_measure\": 5.0, \"avg_measure\": 5.0, \"support\": 1}, {\"previous\": \"16\", \"poutcome\": \"failure\", \"sum_measure\": 4.0, \"avg_measure\": 2.0, \"support\": 2}, {\"previous\": \"16\", \"poutcome\": \"other\", \"sum_measure\": 4.0, \"avg_measure\": 4.0, \"support\": 1}, {\"previous\": \"17\", \"poutcome\": \"other\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"18\", \"poutcome\": \"other\", \"sum_measure\": 8.0, \"avg_measure\": 4.0, \"support\": 2}, {\"previous\": \"19\", \"poutcome\": \"failure\", \"sum_measure\": 3.0, \"avg_measure\": 1.5, \"support\": 2}, {\"previous\": \"19\", \"poutcome\": \"other\", \"sum_measure\": 5.0, \"avg_measure\": 5.0, \"support\": 1}, {\"previous\": \"2\", \"poutcome\": \"failure\", \"sum_measure\": 638.0, \"avg_measure\": 1.8931750741839763, \"support\": 337}, {\"previous\": \"2\", \"poutcome\": \"other\", \"sum_measure\": 185.0, \"avg_measure\": 2.2023809523809526, \"support\": 84}, {\"previous\": \"2\", \"poutcome\": \"success\", \"sum_measure\": 192.0, \"avg_measure\": 1.7454545454545454, \"support\": 110}, {\"previous\": \"20\", \"poutcome\": \"failure\", \"sum_measure\": 1.0, \"avg_measure\": 1.0, \"support\": 1}, {\"previous\": \"20\", \"poutcome\": \"other\", \"sum_measure\": 4.0, \"avg_measure\": 4.0, \"support\": 1}, {\"previous\": \"21\", \"poutcome\": \"other\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"23\", \"poutcome\": \"other\", \"sum_measure\": 3.0, \"avg_measure\": 1.5, \"support\": 2}, {\"previous\": \"24\", \"poutcome\": \"other\", \"sum_measure\": 7.0, \"avg_measure\": 7.0, \"support\": 1}, {\"previous\": \"27\", \"poutcome\": \"other\", \"sum_measure\": 6.0, \"avg_measure\": 6.0, \"support\": 1}, {\"previous\": \"29\", \"poutcome\": \"other\", \"sum_measure\": 6.0, \"avg_measure\": 6.0, \"support\": 1}, {\"previous\": \"3\", \"poutcome\": \"failure\", \"sum_measure\": 376.0, \"avg_measure\": 2.198830409356725, \"support\": 171}, {\"previous\": \"3\", \"poutcome\": \"other\", \"sum_measure\": 165.0, \"avg_measure\": 2.619047619047619, \"support\": 63}, {\"previous\": \"3\", \"poutcome\": \"success\", \"sum_measure\": 158.0, \"avg_measure\": 1.6989247311827957, \"support\": 93}, {\"previous\": \"37\", \"poutcome\": \"other\", \"sum_measure\": 9.0, \"avg_measure\": 9.0, \"support\": 1}, {\"previous\": \"38\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"4\", \"poutcome\": \"failure\", \"sum_measure\": 190.0, \"avg_measure\": 2.1839080459770117, \"support\": 87}, {\"previous\": \"4\", \"poutcome\": \"other\", \"sum_measure\": 98.0, \"avg_measure\": 3.0625, \"support\": 32}, {\"previous\": \"4\", \"poutcome\": \"success\", \"sum_measure\": 86.0, \"avg_measure\": 1.9111111111111112, \"support\": 45}, {\"previous\": \"5\", \"poutcome\": \"failure\", \"sum_measure\": 185.0, \"avg_measure\": 2.5342465753424657, \"support\": 73}, {\"previous\": \"5\", \"poutcome\": \"other\", \"sum_measure\": 55.0, \"avg_measure\": 2.391304347826087, \"support\": 23}, {\"previous\": \"5\", \"poutcome\": \"success\", \"sum_measure\": 48.0, \"avg_measure\": 1.6551724137931034, \"support\": 29}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2c41b2f5472f926cf7846d5e6600e6c0105a9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:21:07.847858+00:00", + "ended_at": "2026-05-04T07:21:21.100952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0348e479a5434397", + "problem_id": "v2p_m8_c23637bae103e4a9", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "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 Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, group_col_2=poutcome, measure_col=campaign.", + "bindings": { + "group_col": "previous", + "group_col_2": "poutcome", + "measure_col": "campaign", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "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": 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", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_0348e479a5434397.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0348e479a5434397", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 262, + "total_tokens": 23033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13193.75, + "sql_execution_elapsed_ms_total": 20.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0348e479a5434397\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ad1672b76197a7ef691213e323e6a9481f48b7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:21.070201+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13193.75, "started_at": "2026-05-04T07:21:07.857108+00:00", "ended_at": "2026-05-04T07:21:21.050907+00:00", "prompt_metrics": {"chars": 9541, "bytes_utf8": 9541, "lines": 306, "estimated_tokens": 2682}, "response_metrics": {"chars": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 262}, "stderr_preview": "2026-05-04T07:21:08.135562Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:10.495337Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 48.0\\nGROUP BY \\\"previous\\\", \\\"poutcome\\\"\\nORDER BY \\\"previous\\\", \\\"poutcome\\\";\",\"notes\":\"Applied the provided two-dimensional summary template with previous and poutcome as grouping columns, campaign as the numeric measure via CAST, and age >= 48.0 as the filter via CAST because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8c68c98aa17a228bf049c710e0d9e81d01f200f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0348e479a5434397/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0348e479a5434397", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 262, + "total_tokens": 23033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13193.75, + "sql_execution_elapsed_ms_total": 20.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0348e479a5434397\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..876c6811ec3d63b46cff8cc00f51cea0c15678ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9231, "bytes_utf8": 9231, "lines": 303, "estimated_tokens": 2608}} +{"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": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acdb7797d5b3134d6923116651855b5394a9fc33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_04334f162afc6253", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.18, + "sql_execution_elapsed_ms_total": 56.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_04334f162afc6253\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58dd6a476def7eaed32701c8ce0360595cc3ef3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/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": "2026-05-04T06:50:23.945048+00:00", + "ended_at": "2026-05-04T06:50:36.071532+00:00", + "elapsed_ms": 12126.18, + "prompt_metrics": { + "chars": 9231, + "bytes_utf8": 9231, + "lines": 303, + "estimated_tokens": 2608 + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22699, + "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_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d28216a7591007ad366a5937431035646044b1fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=job, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "job", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d73033b421bb24da325439f4bb0040449e1c317a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-97bc-77a2-8f7d-54c57f4134b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT\\n \\\"age\\\",\\n \\\"job\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"job\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the planned Two-Axis Target Rate Surface template with group_col=\\\"age\\\", group_col_2=\\\"job\\\", and target_col=\\\"y\\\", computing the rate of y='no' per age-job combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00d8bc76936be424190e35d98b64480554c49292 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT\n \"age\",\n \"job\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"job\"\nORDER BY \"target_rate\" DESC;","notes":"Used the planned Two-Axis Target Rate Surface template with group_col=\"age\", group_col_2=\"job\", and target_col=\"y\", computing the rate of y='no' per age-job combination."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2c093ee6ede0807b52a307fc798c6a0f9e61f1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:24.128198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:26.571573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:35.137919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..22de46e844312ff027b39ad0c7bce805584d5701 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=job, target_col=y. +Result preview: [{"age": "20", "job": "admin.", "target_rate": 1.0}, {"age": "20", "job": "services", "target_rate": 1.0}, {"age": "21", "job": "management", "target_rate": 1.0}, {"age": "21", "job": "services", "target_rate": 1.0}, {"age": "21", "job": "unemployed", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b3ecf25f71e7eeca97ed4e571e6b3460e9a3f87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_04334f162afc6253 +-- problem_id: v2p_m8_d29a9d6d4a7e9923 +-- realization_mode: agent +-- source_kind: agent +SELECT + "age", + "job", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "job" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4be13b447e0fa8cac0babd7280509d1ffa7721ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/query_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_two_dim_target_rate\nSELECT\n \"age\",\n \"job\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"job\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT\\n \\\"age\\\",\\n \\\"job\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"job\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"job\", \"target_rate\"], \"rows\": [{\"age\": \"20\", \"job\": \"admin.\", \"target_rate\": 1.0}, {\"age\": \"20\", \"job\": \"services\", \"target_rate\": 1.0}, {\"age\": \"21\", \"job\": \"management\", \"target_rate\": 1.0}, {\"age\": \"21\", \"job\": \"services\", \"target_rate\": 1.0}, {\"age\": \"21\", \"job\": \"unemployed\", \"target_rate\": 1.0}, {\"age\": \"24\", \"job\": \"entrepreneur\", \"target_rate\": 1.0}, {\"age\": \"24\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"25\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"25\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"25\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"26\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"26\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"26\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"27\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"28\", \"job\": \"entrepreneur\", \"target_rate\": 1.0}, {\"age\": \"29\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"30\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"30\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"32\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"32\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"33\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"35\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"35\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"36\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"36\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"37\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"38\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"39\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"39\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"40\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"40\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"41\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"42\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"42\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"42\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"43\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"44\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"44\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"44\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"45\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"46\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"46\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"47\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"48\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"48\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"49\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"49\", \"job\": \"self-employed\", \"target_rate\": 1.0}, {\"age\": \"51\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"53\", \"job\": \"self-employed\", \"target_rate\": 1.0}, {\"age\": \"55\", \"job\": \"self-employed\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 56.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ddd64c0318ece5c1a15d85a384d56d24a4846dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:50:23.937029+00:00", + "ended_at": "2026-05-04T06:50:36.154007+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_04334f162afc6253", + "problem_id": "v2p_m8_d29a9d6d4a7e9923", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=job, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "job", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_04334f162afc6253.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_04334f162afc6253", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.18, + "sql_execution_elapsed_ms_total": 56.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_04334f162afc6253\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a80c22deb1ca96752dc4ebc7023d2751d974b0cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04334f162afc6253/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:36.088580+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12126.18, "started_at": "2026-05-04T06:50:23.945048+00:00", "ended_at": "2026-05-04T06:50:36.071532+00:00", "prompt_metrics": {"chars": 9231, "bytes_utf8": 9231, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 201}, "stderr_preview": "2026-05-04T06:50:24.128198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:26.571573Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=contact, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de550de4aa831151ecae6aaee7591a9f31fef1d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-b375-7191-91ea-50e5f91d9e7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=contact, target_col=y, target_value='no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f97c07761954009a2c37094bc00dd3bd127813f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"contact\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=contact, target_col=y, target_value='no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7977821af715b134898a78e88679ed5488d2a045 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:42.290133Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:44.792751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:53.811510Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8c0ceeb6a1de1e02d1f3d4b5e61bec74b81875a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=contact, target_col=y. +Result preview: [{"age": "18", "contact": "telephone", "target_rate": 1.0}, {"age": "20", "contact": "telephone", "target_rate": 1.0}, {"age": "21", "contact": "unknown", "target_rate": 1.0}, {"age": "22", "contact": "unknown", "target_rate": 1.0}, {"age": "61", "contact": "unknown", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..973dc7e60af56288db54822447a9e81e79a405f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_04e4e9943cd0e85a +-- problem_id: v2p_m8_326ff255101594c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6e61fe55c32ebead424eb0797f81cf929a865f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/query_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_two_dim_target_rate\nSELECT \"age\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"contact\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"contact\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"20\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"21\", \"contact\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"22\", \"contact\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"61\", \"contact\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"86\", \"contact\": \"cellular\", \"target_rate\": 1.0}, {\"age\": \"88\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"89\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"94\", \"contact\": \"cellular\", \"target_rate\": 1.0}, {\"age\": \"58\", \"contact\": \"unknown\", \"target_rate\": 0.9769585253456221}, {\"age\": \"55\", \"contact\": \"unknown\", \"target_rate\": 0.9768339768339769}, {\"age\": \"54\", \"contact\": \"unknown\", \"target_rate\": 0.973568281938326}, {\"age\": \"57\", \"contact\": \"unknown\", \"target_rate\": 0.97265625}, {\"age\": \"49\", \"contact\": \"unknown\", \"target_rate\": 0.9716981132075472}, {\"age\": \"50\", \"contact\": \"unknown\", \"target_rate\": 0.9716312056737588}, {\"age\": \"44\", \"contact\": \"unknown\", \"target_rate\": 0.9714964370546318}, {\"age\": \"39\", \"contact\": \"unknown\", \"target_rate\": 0.9714828897338403}, {\"age\": \"33\", \"contact\": \"unknown\", \"target_rate\": 0.9714285714285714}, {\"age\": \"47\", \"contact\": \"unknown\", \"target_rate\": 0.9710610932475884}, {\"age\": \"42\", \"contact\": \"unknown\", \"target_rate\": 0.9671717171717171}, {\"age\": \"51\", \"contact\": \"unknown\", \"target_rate\": 0.9655172413793104}, {\"age\": \"34\", \"contact\": \"unknown\", \"target_rate\": 0.96529284164859}, {\"age\": \"25\", \"contact\": \"unknown\", \"target_rate\": 0.9642857142857143}, {\"age\": \"48\", \"contact\": \"unknown\", \"target_rate\": 0.9636963696369637}, {\"age\": \"37\", \"contact\": \"unknown\", \"target_rate\": 0.9628942486085343}, {\"age\": \"46\", \"contact\": \"unknown\", \"target_rate\": 0.9627507163323782}, {\"age\": \"43\", \"contact\": \"unknown\", \"target_rate\": 0.9611111111111111}, {\"age\": \"32\", \"contact\": \"unknown\", \"target_rate\": 0.9610136452241715}, {\"age\": \"31\", \"contact\": \"unknown\", \"target_rate\": 0.9606003752345216}, {\"age\": \"38\", \"contact\": \"unknown\", \"target_rate\": 0.9601593625498008}, {\"age\": \"52\", \"contact\": \"unknown\", \"target_rate\": 0.9592592592592593}, {\"age\": \"53\", \"contact\": \"unknown\", \"target_rate\": 0.9578947368421052}, {\"age\": \"28\", \"contact\": \"unknown\", \"target_rate\": 0.956953642384106}, {\"age\": \"40\", \"contact\": \"unknown\", \"target_rate\": 0.9563409563409564}, {\"age\": \"56\", \"contact\": \"unknown\", \"target_rate\": 0.956140350877193}, {\"age\": \"51\", \"contact\": \"telephone\", \"target_rate\": 0.9534883720930233}, {\"age\": \"36\", \"contact\": \"unknown\", \"target_rate\": 0.9507908611599297}, {\"age\": \"45\", \"contact\": \"unknown\", \"target_rate\": 0.9496021220159151}, {\"age\": \"26\", \"contact\": \"unknown\", \"target_rate\": 0.9493087557603687}, {\"age\": \"60\", \"contact\": \"unknown\", \"target_rate\": 0.9482758620689655}, {\"age\": \"41\", \"contact\": \"unknown\", \"target_rate\": 0.9481132075471698}, {\"age\": \"45\", \"contact\": \"telephone\", \"target_rate\": 0.9473684210526315}, {\"age\": \"29\", \"contact\": \"unknown\", \"target_rate\": 0.9472222222222222}, {\"age\": \"59\", \"contact\": \"unknown\", \"target_rate\": 0.9471153846153846}, {\"age\": \"35\", \"contact\": \"unknown\", \"target_rate\": 0.9460966542750929}, {\"age\": \"42\", \"contact\": \"telephone\", \"target_rate\": 0.9436619718309859}, {\"age\": \"55\", \"contact\": \"telephone\", \"target_rate\": 0.9428571428571428}, {\"age\": \"52\", \"contact\": \"telephone\", \"target_rate\": 0.9420289855072463}, {\"age\": \"30\", \"contact\": \"unknown\", \"target_rate\": 0.9388753056234719}, {\"age\": \"33\", \"contact\": \"telephone\", \"target_rate\": 0.9315068493150684}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 54.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c68331672dfb2e40cc1b3ef89779178cb50ec75c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:52:42.088334+00:00", + "ended_at": "2026-05-04T06:52:54.809483+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_04e4e9943cd0e85a", + "problem_id": "v2p_m8_326ff255101594c4", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=contact, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_04e4e9943cd0e85a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_04e4e9943cd0e85a", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 22832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12629.89, + "sql_execution_elapsed_ms_total": 54.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_04e4e9943cd0e85a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bee9366a2447d8834ce24c6a51e2d8af2fdb61bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_04e4e9943cd0e85a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:54.745596+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12629.89, "started_at": "2026-05-04T06:52:42.096158+00:00", "ended_at": "2026-05-04T06:52:54.726438+00:00", "prompt_metrics": {"chars": 9242, "bytes_utf8": 9242, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 132}, "stderr_preview": "2026-05-04T06:52:42.290133Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:44.792751Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=previous, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "previous", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca53520251d56653d57ef1f8d3fc1b46c1554c84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-8f52-7c12-8dde-57e3a3079a95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"previous\\\",\\n \\\"pdays_num\\\" AS \\\"percentile_measure\\\"\\nFROM (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n)\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((((9 * \\\"cnt\\\") + 9) / 10) AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"previous\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per \\\"previous\\\" group. \\\"pdays\\\" is cast from TEXT to REAL, and the bound minimum group size of 5 is applied.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":19840,"output_tokens":787}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87ae9b4a7ebaeb8fc31072b880aaa16f096f7e5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"previous\",\n \"pdays_num\" AS \"percentile_measure\"\nFROM (\n SELECT\n \"previous\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"m8\"\n)\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((((9 * \"cnt\") + 9) / 10) AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"previous\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per \"previous\" group. \"pdays\" is cast from TEXT to REAL, and the bound minimum group size of 5 is applied."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..565ab780fedcb548fc442de5e05ac54e408444e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:41.297142Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:43.597967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:03.004590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a3dd3f0ab35df4147f37f3a5577a0f811191a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/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=previous, measure_col=pdays. +Result preview: [{"previous": "23", "percentile_measure": 455.0}, {"previous": "24", "percentile_measure": 365.0}, {"previous": "1", "percentile_measure": 364.0}, {"previous": "2", "percentile_measure": 364.0}, {"previous": "22", "percentile_measure": 364.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae9f1806bf07a8d74b96fe94925752296fcd1d63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_058a034b58940f31 +-- problem_id: v2p_m8_a0a9797b9e3763ac +-- realization_mode: agent +-- source_kind: agent +SELECT + "previous", + "pdays_num" AS "percentile_measure" +FROM ( + SELECT + "previous", + CAST("pdays" AS REAL) AS "pdays_num", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "m8" +) +WHERE "cnt" >= 5 + AND "rn" = CAST((((9 * "cnt") + 9) / 10) AS INTEGER) +ORDER BY "percentile_measure" DESC, "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a56adf32a6abb633c651ea57db65a3c54f9bffe4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/query_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\n \"previous\",\n \"pdays_num\" AS \"percentile_measure\"\nFROM (\n SELECT\n \"previous\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"m8\"\n)\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((((9 * \"cnt\") + 9) / 10) AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"previous\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"previous\\\",\\n \\\"pdays_num\\\" AS \\\"percentile_measure\\\"\\nFROM (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n)\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((((9 * \\\"cnt\\\") + 9) / 10) AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"previous\\\";\", \"columns\": [\"previous\", \"percentile_measure\"], \"rows\": [{\"previous\": \"23\", \"percentile_measure\": 455.0}, {\"previous\": \"24\", \"percentile_measure\": 365.0}, {\"previous\": \"1\", \"percentile_measure\": 364.0}, {\"previous\": \"2\", \"percentile_measure\": 364.0}, {\"previous\": \"22\", \"percentile_measure\": 364.0}, {\"previous\": \"11\", \"percentile_measure\": 361.0}, {\"previous\": \"3\", \"percentile_measure\": 359.0}, {\"previous\": \"4\", \"percentile_measure\": 359.0}, {\"previous\": \"7\", \"percentile_measure\": 358.0}, {\"previous\": \"13\", \"percentile_measure\": 357.0}, {\"previous\": \"8\", \"percentile_measure\": 357.0}, {\"previous\": \"5\", \"percentile_measure\": 355.0}, {\"previous\": \"10\", \"percentile_measure\": 351.0}, {\"previous\": \"9\", \"percentile_measure\": 351.0}, {\"previous\": \"6\", \"percentile_measure\": 349.0}, {\"previous\": \"12\", \"percentile_measure\": 344.0}, {\"previous\": \"16\", \"percentile_measure\": 342.0}, {\"previous\": \"15\", \"percentile_measure\": 340.0}, {\"previous\": \"17\", \"percentile_measure\": 333.0}, {\"previous\": \"18\", \"percentile_measure\": 333.0}, {\"previous\": \"19\", \"percentile_measure\": 333.0}, {\"previous\": \"27\", \"percentile_measure\": 324.0}, {\"previous\": \"14\", \"percentile_measure\": 321.0}, {\"previous\": \"20\", \"percentile_measure\": 315.0}, {\"previous\": \"0\", \"percentile_measure\": -1.0}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 167.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e50385c88b019116a446176dde1ef1d65be03a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:29:37.740651+00:00", + "ended_at": "2026-05-04T07:30:04.031938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_058a034b58940f31", + "problem_id": "v2p_m8_a0a9797b9e3763ac", + "dataset_id": "m8", + "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=previous, measure_col=pdays.", + "bindings": { + "group_col": "previous", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=117" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_058a034b58940f31.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_058a034b58940f31", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 787, + "total_tokens": 23426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 227, + "estimated_total_tokens": 2775, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26067.49, + "sql_execution_elapsed_ms_total": 167.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_058a034b58940f31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e308d1eedb81b67681556f1668332c931cb3e90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:03.854325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26067.49, "started_at": "2026-05-04T07:29:37.752075+00:00", "ended_at": "2026-05-04T07:30:03.819636+00:00", "prompt_metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 773, "bytes_utf8": 773, "lines": 1, "estimated_tokens": 227}, "usage": {"input_tokens": 22639, "cached_input_tokens": 19840, "output_tokens": 787}, "stderr_preview": "2026-05-04T07:29:41.297142Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:43.597967Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST((((9 * \\\"cnt\\\") + 9) / 10) AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"previous\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per \\\"previous\\\" group. \\\"pdays\\\" is cast from TEXT to REAL, and the bound minimum group size of 5 is applied.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85b330c0f23ae9cdb020ba2a28ff53cc890aed2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_058a034b58940f31/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_058a034b58940f31", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 787, + "total_tokens": 23426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 227, + "estimated_total_tokens": 2775, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26067.49, + "sql_execution_elapsed_ms_total": 167.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_058a034b58940f31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67304965daf56950f8fd7246dca0ad694ef478e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9096, "bytes_utf8": 9096, "lines": 300, "estimated_tokens": 2553}} +{"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": 109}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f89cc7a373d444eb2b61160fbbda9379b7162d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_06c0fe17a2c344d3", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13504.75, + "sql_execution_elapsed_ms_total": 31.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_06c0fe17a2c344d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09121ea71dbec66524d57d25e43991b3dae03ba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/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": "2026-05-04T07:18:37.445436+00:00", + "ended_at": "2026-05-04T07:18:50.950631+00:00", + "elapsed_ms": 13504.75, + "prompt_metrics": { + "chars": 9096, + "bytes_utf8": 9096, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13262 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22642, + "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_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12252ef949a1b6cf4f454b44fb40828c16a87c95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=education, measure_col=day.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "education", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd1dd5e15d5b9a5d605518fce5a17be5e2269a93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-6efd-7c02-a492-51b95975ce40"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"education\\\" and measure_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9e575cafc8ed69e843b6c7a393543b163157b3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";","notes":"Used the provided Support-Guarded Group Average template with group_col bound to \"education\" and measure_col bound to \"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1755b669ed1a761a7fc951200eaecb2bcf795cf0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:37.625204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:40.300898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:49.894318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b6eb00f19658e638296cfe75846682bd402dc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=education, measure_col=day. +Result preview: [{"education": "primary", "avg_measure": 15.421398336009341, "support": 6851}, {"education": "secondary", "avg_measure": 15.759158693216103, "support": 23202}, {"education": "tertiary", "avg_measure": 16.086534847003986, "support": 13301}, {"education": "unknown", "avg_measure": 15.810985460420032, "support": 1857}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb602a4705f3af9d7f3f4ababee8c17518b35b04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_06c0fe17a2c344d3 +-- problem_id: v2p_m8_913fee935ce7186a +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec7caf14d73698196905c1597f72ad3297ce8c0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/query_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_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\", \"columns\": [\"education\", \"avg_measure\", \"support\"], \"rows\": [{\"education\": \"primary\", \"avg_measure\": 15.421398336009341, \"support\": 6851}, {\"education\": \"secondary\", \"avg_measure\": 15.759158693216103, \"support\": 23202}, {\"education\": \"tertiary\", \"avg_measure\": 16.086534847003986, \"support\": 13301}, {\"education\": \"unknown\", \"avg_measure\": 15.810985460420032, \"support\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc90087d09d8b3329d50c3e0a5b363ec13994a97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:18:37.432063+00:00", + "ended_at": "2026-05-04T07:18:51.015384+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_06c0fe17a2c344d3", + "problem_id": "v2p_m8_913fee935ce7186a", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=education, measure_col=day.", + "bindings": { + "group_col": "education", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_06c0fe17a2c344d3.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_06c0fe17a2c344d3", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13504.75, + "sql_execution_elapsed_ms_total": 31.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_06c0fe17a2c344d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaf9fcb538ee33448cc7917bde3a3fc76c63abe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:50.967935+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13504.75, "started_at": "2026-05-04T07:18:37.445436+00:00", "ended_at": "2026-05-04T07:18:50.950631+00:00", "prompt_metrics": {"chars": 9096, "bytes_utf8": 9096, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:18:37.625204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:40.300898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"education\\\" and measure_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..117b452744c960e5a7bfa5e4801c37fa1f137518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c0fe17a2c344d3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_06c0fe17a2c344d3", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13504.75, + "sql_execution_elapsed_ms_total": 31.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_06c0fe17a2c344d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9dcb7f64e05b1e650faa92bfe73478fc9d6f2d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9107, "bytes_utf8": 9107, "lines": 300, "estimated_tokens": 2552}} +{"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": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffceffa6cb7ec07ca6d1ebe985ea5d23ef447d5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_06c9f1f99c4e9541", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11384.98, + "sql_execution_elapsed_ms_total": 29.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_06c9f1f99c4e9541\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d22ef58a437d61fcc0b287b5171c75a6d58029e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/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": "2026-05-04T07:15:32.364308+00:00", + "ended_at": "2026-05-04T07:15:43.748983+00:00", + "elapsed_ms": 11384.98, + "prompt_metrics": { + "chars": 9107, + "bytes_utf8": 9107, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22641, + "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_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1856c3c472cc63fc345109e54e9ddf8ffe78a921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, measure_col=balance.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "campaign", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a0bbf00677111b34f071afc3b9555443b82fb82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-9c08-75e2-a951-1fb81e47be57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"campaign\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the required template with group_col=\\\"campaign\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for a correct SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc42780f046fc8457da738a100f952cdfa169411 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"campaign\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";","notes":"Used the required template with group_col=\"campaign\" and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for a correct SQLite average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df29ebfe4663f3c63fe245a6d14013b7662b9985 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:32.582265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:34.888861Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:42.948873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9acecd6d1cc2bae9962f77ae2680fc1101e7d3ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, measure_col=balance. +Result preview: [{"campaign": "1", "avg_measure": 1415.06064751482, "support": 17544}, {"campaign": "10", "avg_measure": 1227.345864661654, "support": 266}, {"campaign": "11", "avg_measure": 1338.7860696517414, "support": 201}, {"campaign": "12", "avg_measure": 1108.1225806451612, "support": 155}, {"campaign": "13", "avg_measure": 1011.3834586466165, "support": 133}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01d8c89f26cbc1efdc26582fff408b976120ed33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_06c9f1f99c4e9541 +-- problem_id: v2p_m8_0835cb32899ddb16 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5d46ee1775668ed659cc721aa8d57bf21a450fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/query_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_support_guarded_group_avg\nSELECT \"campaign\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"campaign\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\", \"columns\": [\"campaign\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"avg_measure\": 1415.06064751482, \"support\": 17544}, {\"campaign\": \"10\", \"avg_measure\": 1227.345864661654, \"support\": 266}, {\"campaign\": \"11\", \"avg_measure\": 1338.7860696517414, \"support\": 201}, {\"campaign\": \"12\", \"avg_measure\": 1108.1225806451612, \"support\": 155}, {\"campaign\": \"13\", \"avg_measure\": 1011.3834586466165, \"support\": 133}, {\"campaign\": \"14\", \"avg_measure\": 1197.967741935484, \"support\": 93}, {\"campaign\": \"15\", \"avg_measure\": 810.1071428571429, \"support\": 84}, {\"campaign\": \"16\", \"avg_measure\": 883.6708860759494, \"support\": 79}, {\"campaign\": \"17\", \"avg_measure\": 1121.8115942028985, \"support\": 69}, {\"campaign\": \"18\", \"avg_measure\": 1616.4705882352941, \"support\": 51}, {\"campaign\": \"19\", \"avg_measure\": 1147.590909090909, \"support\": 44}, {\"campaign\": \"2\", \"avg_measure\": 1365.0083966413436, \"support\": 12505}, {\"campaign\": \"20\", \"avg_measure\": 1722.139534883721, \"support\": 43}, {\"campaign\": \"21\", \"avg_measure\": 1071.7142857142858, \"support\": 35}, {\"campaign\": \"22\", \"avg_measure\": 536.695652173913, \"support\": 23}, {\"campaign\": \"23\", \"avg_measure\": 1070.1363636363637, \"support\": 22}, {\"campaign\": \"24\", \"avg_measure\": 362.55, \"support\": 20}, {\"campaign\": \"25\", \"avg_measure\": 2083.818181818182, \"support\": 22}, {\"campaign\": \"26\", \"avg_measure\": 312.84615384615387, \"support\": 13}, {\"campaign\": \"27\", \"avg_measure\": 1314.7, \"support\": 10}, {\"campaign\": \"28\", \"avg_measure\": 467.3125, \"support\": 16}, {\"campaign\": \"29\", \"avg_measure\": 1054.0, \"support\": 16}, {\"campaign\": \"3\", \"avg_measure\": 1350.6163738453179, \"support\": 5521}, {\"campaign\": \"30\", \"avg_measure\": 1199.625, \"support\": 8}, {\"campaign\": \"31\", \"avg_measure\": 3871.1666666666665, \"support\": 12}, {\"campaign\": \"32\", \"avg_measure\": 691.6666666666666, \"support\": 9}, {\"campaign\": \"33\", \"avg_measure\": 772.5, \"support\": 6}, {\"campaign\": \"4\", \"avg_measure\": 1249.4355479841, \"support\": 3522}, {\"campaign\": \"5\", \"avg_measure\": 1234.3718820861677, \"support\": 1764}, {\"campaign\": \"6\", \"avg_measure\": 1313.9054996127034, \"support\": 1291}, {\"campaign\": \"7\", \"avg_measure\": 1382.9836734693877, \"support\": 735}, {\"campaign\": \"8\", \"avg_measure\": 1303.9814814814815, \"support\": 540}, {\"campaign\": \"9\", \"avg_measure\": 1671.3180428134556, \"support\": 327}], \"row_count_returned\": 33, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5df00f23de194057dcbe11d748a3ffc04972ad0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:15:32.356897+00:00", + "ended_at": "2026-05-04T07:15:43.811784+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_06c9f1f99c4e9541", + "problem_id": "v2p_m8_0835cb32899ddb16", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, measure_col=balance.", + "bindings": { + "group_col": "campaign", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_06c9f1f99c4e9541.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_06c9f1f99c4e9541", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11384.98, + "sql_execution_elapsed_ms_total": 29.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_06c9f1f99c4e9541\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81d47cd40471bb4679c43bf98795912ff2de51b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:43.766441+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11384.98, "started_at": "2026-05-04T07:15:32.364308+00:00", "ended_at": "2026-05-04T07:15:43.748983+00:00", "prompt_metrics": {"chars": 9107, "bytes_utf8": 9107, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:15:32.582265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:34.888861Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the required template with group_col=\\\"campaign\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for a correct SQLite average.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e010ba4ddf0ec8a9bc3177d1c48af4daa6fa7ccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_06c9f1f99c4e9541/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_06c9f1f99c4e9541", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11384.98, + "sql_execution_elapsed_ms_total": 29.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_06c9f1f99c4e9541\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f42ea33bd79aec2198fe279ea55643c91a9d2607 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9442, "bytes_utf8": 9442, "lines": 305, "estimated_tokens": 2620}} +{"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": 888, "bytes_utf8": 888, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22711, "cached_input_tokens": 21888, "output_tokens": 298}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 10207, "bytes_utf8": 10207, "lines": 309, "estimated_tokens": 2848}} +{"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": 945, "bytes_utf8": 945, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22939, "cached_input_tokens": 22400, "output_tokens": 336}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..82d510b72a5c80e7fffb79aa8ded28f3e814361b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07a88f88bc78b9f0", + "api_calls": 0, + "input_tokens": 45650, + "cached_input_tokens": 44288, + "output_tokens": 634, + "total_tokens": 46284, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5468, + "estimated_output_tokens": 534, + "estimated_total_tokens": 6002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28943.34, + "sql_execution_elapsed_ms_total": 91.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_07a88f88bc78b9f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ac5d3786bc0f08d7b49205bf9fe0e8beec9cc31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/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": "2026-05-04T07:05:26.626220+00:00", + "ended_at": "2026-05-04T07:05:40.308461+00:00", + "elapsed_ms": 13682.0, + "prompt_metrics": { + "chars": 9442, + "bytes_utf8": 9442, + "lines": 305, + "estimated_tokens": 2620 + }, + "stdout_metrics": { + "chars": 1306, + "bytes_utf8": 1306, + "lines": 4, + "estimated_tokens": 422 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 888, + "bytes_utf8": 888, + "lines": 1, + "estimated_tokens": 259 + }, + "usage": { + "input_tokens": 22711, + "cached_input_tokens": 21888, + "output_tokens": 298 + } + }, + "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_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2c03291d900914b1b995e7fd7f83e0bce6036a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/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": "2026-05-04T07:05:40.329063+00:00", + "ended_at": "2026-05-04T07:05:55.590314+00:00", + "elapsed_ms": 15261.34, + "prompt_metrics": { + "chars": 10207, + "bytes_utf8": 10207, + "lines": 309, + "estimated_tokens": 2848 + }, + "stdout_metrics": { + "chars": 1360, + "bytes_utf8": 1360, + "lines": 4, + "estimated_tokens": 432 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 945, + "bytes_utf8": 945, + "lines": 1, + "estimated_tokens": 275 + }, + "usage": { + "input_tokens": 22939, + "cached_input_tokens": 22400, + "output_tokens": 336 + } + }, + "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_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f4c2476e4fdd89aa866bc17791c50eb0636857f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=loan, measure_col=day, condition_col=housing.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "loan", + "measure_col": "day", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29850cb7a4bcb36aba817e28ac48b8a527e918b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=loan, measure_col=day, condition_col=housing.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "loan", + "measure_col": "day", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"loan\",\n CAST(\"day\" AS REAL) AS \"day_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n AND \"day\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"loan\",\n \"day_num\",\n ROW_NUMBER() OVER (PARTITION BY \"loan\" ORDER BY \"day_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"loan\",\n MAX(\"day_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.9 * \"cnt\")\nGROUP BY \"loan\"\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_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db525e8cf3f306d433be5f711aba7c1c1437ad4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-5df0-7cf1-bc16-f7e1b9a6161c"} +{"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 \\\"loan\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" = 'yes'\\n AND \\\"day\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"day_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"loan\\\" ORDER BY \\\"day_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n MAX(\\\"day_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CEIL(0.9 * \\\"cnt\\\")\\nGROUP BY \\\"loan\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per loan group after filtering to housing='yes' by taking the smallest rank at or above CEIL(0.9 * group_size). \\\"day\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22711,"cached_input_tokens":21888,"output_tokens":298}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7c51ad2d47ebcd0fde1a8fe251b6cf0376a37f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"loan\",\n CAST(\"day\" AS REAL) AS \"day_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n AND \"day\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"loan\",\n \"day_num\",\n ROW_NUMBER() OVER (PARTITION BY \"loan\" ORDER BY \"day_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"loan\",\n MAX(\"day_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.9 * \"cnt\")\nGROUP BY \"loan\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per loan group after filtering to housing='yes' by taking the smallest rank at or above CEIL(0.9 * group_size). \"day\" 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_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abd6515b560a0512d1f1a6bff12b5a2b5a4f4a44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-9379-7961-b259-0fd57f53741b"} +{"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 \\\"loan\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" = 'yes'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"day_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"loan\\\" ORDER BY \\\"day_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n MIN(\\\"day_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"loan\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing unsupported CEIL() with a SQLite-compatible nearest-rank threshold using CAST((0.9 * cnt) + 0.999999 AS INTEGER). Since SQLite lacks PERCENTILE_CONT, this emulates the 90th percentile per loan group after filtering rows where housing = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22939,"cached_input_tokens":22400,"output_tokens":336}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3324aa53b80521e79b8ea54b203b01b8e291b49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"loan\",\n CAST(\"day\" AS REAL) AS \"day_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"loan\",\n \"day_num\",\n ROW_NUMBER() OVER (PARTITION BY \"loan\" ORDER BY \"day_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"loan\",\n MIN(\"day_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"loan\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the SQLite error by replacing unsupported CEIL() with a SQLite-compatible nearest-rank threshold using CAST((0.9 * cnt) + 0.999999 AS INTEGER). Since SQLite lacks PERCENTILE_CONT, this emulates the 90th percentile per loan group after filtering rows where housing = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62f7e63c656fb78742c1de383167189c3f4914c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:26.862824Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:29.144666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:39.567655Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..17f6cf1691d54ba50235775c1815928e7c604010 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:40.564030Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:43.151671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:54.925910Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1fc76fea5b8dd0c4c45d090b244b7caeeaebd46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/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=loan, measure_col=day, condition_col=housing. +Result preview: [{"loan": "yes", "conditional_percentile": 28.0}, {"loan": "no", "conditional_percentile": 28.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5298f4745f2bb80d80a9997fb6777fdcfea705fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_07a88f88bc78b9f0 +-- problem_id: v2p_m8_ae2527111453e76f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "loan", + CAST("day" AS REAL) AS "day_num" + FROM "m8" + WHERE "housing" = 'yes' + AND "day" IS NOT NULL +), "ranked" AS ( + SELECT + "loan", + "day_num", + ROW_NUMBER() OVER (PARTITION BY "loan" ORDER BY "day_num") AS "rn", + COUNT(*) OVER (PARTITION BY "loan") AS "cnt" + FROM "filtered" +) +SELECT + "loan", + MAX("day_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CEIL(0.9 * "cnt") +GROUP BY "loan" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae27cafb463602e2a23f637446c1f63051b56cb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/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 \"loan\",\n CAST(\"day\" AS REAL) AS \"day_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n AND \"day\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"loan\",\n \"day_num\",\n ROW_NUMBER() OVER (PARTITION BY \"loan\" ORDER BY \"day_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"loan\",\n MIN(\"day_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"loan\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" = 'yes'\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"day_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"loan\\\" ORDER BY \\\"day_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n MIN(\\\"day_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"loan\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"loan\", \"conditional_percentile\"], \"rows\": [{\"loan\": \"yes\", \"conditional_percentile\": 28.0}, {\"loan\": \"no\", \"conditional_percentile\": 28.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 91.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3035f58e02efdd8ffd3379d49ce9fef31c9fc34b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:05:26.618495+00:00", + "ended_at": "2026-05-04T07:05:55.709143+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_07a88f88bc78b9f0", + "problem_id": "v2p_m8_ae2527111453e76f", + "dataset_id": "m8", + "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=loan, measure_col=day, condition_col=housing.", + "bindings": { + "group_col": "loan", + "measure_col": "day", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_07a88f88bc78b9f0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07a88f88bc78b9f0", + "api_calls": 0, + "input_tokens": 45650, + "cached_input_tokens": 44288, + "output_tokens": 634, + "total_tokens": 46284, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5468, + "estimated_output_tokens": 534, + "estimated_total_tokens": 6002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28943.34, + "sql_execution_elapsed_ms_total": 91.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_07a88f88bc78b9f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c748b43b258f52b9b35367c98ebca185c4777209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:05:40.326202+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13682.0, "started_at": "2026-05-04T07:05:26.626220+00:00", "ended_at": "2026-05-04T07:05:40.308461+00:00", "prompt_metrics": {"chars": 9442, "bytes_utf8": 9442, "lines": 305, "estimated_tokens": 2620}, "response_metrics": {"chars": 888, "bytes_utf8": 888, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22711, "cached_input_tokens": 21888, "output_tokens": 298}, "stderr_preview": "2026-05-04T07:05:26.862824Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:29.144666Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CEIL(0.9 * \\\"cnt\\\")\\nGROUP BY \\\"loan\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 90th percentile per loan group after filtering to housing='yes' by taking the smallest rank at or above CEIL(0.9 * group_size). \\\"day\\\" is cast from TEXT to REAL for numeric ordering.\"}"} +{"timestamp": "2026-05-04T07:05:40.327374+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 \"loan\",\n CAST(\"day\" AS REAL) AS \"day_num\"\n FROM \"m8\"\n WHERE \"housing\" = 'yes'\n AND \"day\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"loan\",\n \"day_num\",\n ROW_NUMBER() OVER (PARTITION BY \"loan\" ORDER BY \"day_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"loan\",\n MAX(\"day_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.9 * \"cnt\")\nGROUP BY \"loan\"\nORDER BY \"conditional_percentile\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:05:55.607285+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": 15261.34, "started_at": "2026-05-04T07:05:40.329063+00:00", "ended_at": "2026-05-04T07:05:55.590314+00:00", "prompt_metrics": {"chars": 10207, "bytes_utf8": 10207, "lines": 309, "estimated_tokens": 2848}, "response_metrics": {"chars": 945, "bytes_utf8": 945, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 22939, "cached_input_tokens": 22400, "output_tokens": 336}, "stderr_preview": "2026-05-04T07:05:40.564030Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:43.151671Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"loan\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing unsupported CEIL() with a SQLite-compatible nearest-rank threshold using CAST((0.9 * cnt) + 0.999999 AS INTEGER). Since SQLite lacks PERCENTILE_CONT, this emulates the 90th percentile per loan group after filtering rows where housing = 'yes'.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59638eec36efb9b9f7659194af4ddd2fbaa8df57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_07a88f88bc78b9f0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_07a88f88bc78b9f0", + "api_calls": 0, + "input_tokens": 45650, + "cached_input_tokens": 44288, + "output_tokens": 634, + "total_tokens": 46284, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5468, + "estimated_output_tokens": 534, + "estimated_total_tokens": 6002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28943.34, + "sql_execution_elapsed_ms_total": 91.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_07a88f88bc78b9f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f69c93d468d50e1dac431a435f4f760b30b7beb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9238, "bytes_utf8": 9238, "lines": 303, "estimated_tokens": 2608}} +{"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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce9a8e3e25b3266bdac7f4cf6a7fcca8784da3e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_08a16bde255fd2bf", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11326.08, + "sql_execution_elapsed_ms_total": 50.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_08a16bde255fd2bf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78dbb6bce4d24bc22637e2f27f4395b8897b4e93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/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": "2026-05-04T06:52:54.820427+00:00", + "ended_at": "2026-05-04T06:53:06.146707+00:00", + "elapsed_ms": 11326.08, + "prompt_metrics": { + "chars": 9238, + "bytes_utf8": 9238, + "lines": 303, + "estimated_tokens": 2608 + }, + "stdout_metrics": { + "chars": 784, + "bytes_utf8": 784, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 156 + } + }, + "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_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dab70867c877ed1cd40e0ab36343c33f3be4ef60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=contact, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dadd8e603fdc135127f0151b33ff42d7a770376 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-e52d-75a3-bdb1-368c15aa9b45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"age\\\", group_col_2=\\\"contact\\\", target_col=\\\"y\\\", target_value='no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..288141e062481ac3b67b5007673bafd896bf3888 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"contact\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"age\", group_col_2=\"contact\", target_col=\"y\", target_value='no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..987c39246fe35ed6844d2b4e87e5b3a9d19fff42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:55.015916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:57.363003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:05.374458Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e1d2c538759bee849a5da302185b81722771c3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=contact, target_col=y. +Result preview: [{"age": "18", "contact": "telephone", "target_rate": 1.0}, {"age": "20", "contact": "telephone", "target_rate": 1.0}, {"age": "21", "contact": "unknown", "target_rate": 1.0}, {"age": "22", "contact": "unknown", "target_rate": 1.0}, {"age": "61", "contact": "unknown", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e7888fc769f76e302b2b1c19faa66a1bdce4d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_08a16bde255fd2bf +-- problem_id: v2p_m8_94f904d0f3d1f8b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7566f2f6871ebba1af044ced4b8e87670710ec93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/query_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_two_dim_target_rate\nSELECT \"age\", \"contact\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"contact\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"contact\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"contact\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"contact\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"20\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"21\", \"contact\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"22\", \"contact\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"61\", \"contact\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"86\", \"contact\": \"cellular\", \"target_rate\": 1.0}, {\"age\": \"88\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"89\", \"contact\": \"telephone\", \"target_rate\": 1.0}, {\"age\": \"94\", \"contact\": \"cellular\", \"target_rate\": 1.0}, {\"age\": \"58\", \"contact\": \"unknown\", \"target_rate\": 0.9769585253456221}, {\"age\": \"55\", \"contact\": \"unknown\", \"target_rate\": 0.9768339768339769}, {\"age\": \"54\", \"contact\": \"unknown\", \"target_rate\": 0.973568281938326}, {\"age\": \"57\", \"contact\": \"unknown\", \"target_rate\": 0.97265625}, {\"age\": \"49\", \"contact\": \"unknown\", \"target_rate\": 0.9716981132075472}, {\"age\": \"50\", \"contact\": \"unknown\", \"target_rate\": 0.9716312056737588}, {\"age\": \"44\", \"contact\": \"unknown\", \"target_rate\": 0.9714964370546318}, {\"age\": \"39\", \"contact\": \"unknown\", \"target_rate\": 0.9714828897338403}, {\"age\": \"33\", \"contact\": \"unknown\", \"target_rate\": 0.9714285714285714}, {\"age\": \"47\", \"contact\": \"unknown\", \"target_rate\": 0.9710610932475884}, {\"age\": \"42\", \"contact\": \"unknown\", \"target_rate\": 0.9671717171717171}, {\"age\": \"51\", \"contact\": \"unknown\", \"target_rate\": 0.9655172413793104}, {\"age\": \"34\", \"contact\": \"unknown\", \"target_rate\": 0.96529284164859}, {\"age\": \"25\", \"contact\": \"unknown\", \"target_rate\": 0.9642857142857143}, {\"age\": \"48\", \"contact\": \"unknown\", \"target_rate\": 0.9636963696369637}, {\"age\": \"37\", \"contact\": \"unknown\", \"target_rate\": 0.9628942486085343}, {\"age\": \"46\", \"contact\": \"unknown\", \"target_rate\": 0.9627507163323782}, {\"age\": \"43\", \"contact\": \"unknown\", \"target_rate\": 0.9611111111111111}, {\"age\": \"32\", \"contact\": \"unknown\", \"target_rate\": 0.9610136452241715}, {\"age\": \"31\", \"contact\": \"unknown\", \"target_rate\": 0.9606003752345216}, {\"age\": \"38\", \"contact\": \"unknown\", \"target_rate\": 0.9601593625498008}, {\"age\": \"52\", \"contact\": \"unknown\", \"target_rate\": 0.9592592592592593}, {\"age\": \"53\", \"contact\": \"unknown\", \"target_rate\": 0.9578947368421052}, {\"age\": \"28\", \"contact\": \"unknown\", \"target_rate\": 0.956953642384106}, {\"age\": \"40\", \"contact\": \"unknown\", \"target_rate\": 0.9563409563409564}, {\"age\": \"56\", \"contact\": \"unknown\", \"target_rate\": 0.956140350877193}, {\"age\": \"51\", \"contact\": \"telephone\", \"target_rate\": 0.9534883720930233}, {\"age\": \"36\", \"contact\": \"unknown\", \"target_rate\": 0.9507908611599297}, {\"age\": \"45\", \"contact\": \"unknown\", \"target_rate\": 0.9496021220159151}, {\"age\": \"26\", \"contact\": \"unknown\", \"target_rate\": 0.9493087557603687}, {\"age\": \"60\", \"contact\": \"unknown\", \"target_rate\": 0.9482758620689655}, {\"age\": \"41\", \"contact\": \"unknown\", \"target_rate\": 0.9481132075471698}, {\"age\": \"45\", \"contact\": \"telephone\", \"target_rate\": 0.9473684210526315}, {\"age\": \"29\", \"contact\": \"unknown\", \"target_rate\": 0.9472222222222222}, {\"age\": \"59\", \"contact\": \"unknown\", \"target_rate\": 0.9471153846153846}, {\"age\": \"35\", \"contact\": \"unknown\", \"target_rate\": 0.9460966542750929}, {\"age\": \"42\", \"contact\": \"telephone\", \"target_rate\": 0.9436619718309859}, {\"age\": \"55\", \"contact\": \"telephone\", \"target_rate\": 0.9428571428571428}, {\"age\": \"52\", \"contact\": \"telephone\", \"target_rate\": 0.9420289855072463}, {\"age\": \"30\", \"contact\": \"unknown\", \"target_rate\": 0.9388753056234719}, {\"age\": \"33\", \"contact\": \"telephone\", \"target_rate\": 0.9315068493150684}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30f83ab406c735f6c49cd53afb11120416247dfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:52:54.811945+00:00", + "ended_at": "2026-05-04T06:53:06.223695+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_08a16bde255fd2bf", + "problem_id": "v2p_m8_94f904d0f3d1f8b5", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=contact, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "contact", + "target_col": "y", + "target_value": "no", + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_08a16bde255fd2bf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_08a16bde255fd2bf", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11326.08, + "sql_execution_elapsed_ms_total": 50.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_08a16bde255fd2bf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f762cd4f017ec2832f2fb4e0e128a1e5ffb181 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_08a16bde255fd2bf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:06.164670+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11326.08, "started_at": "2026-05-04T06:52:54.820427+00:00", "ended_at": "2026-05-04T06:53:06.146707+00:00", "prompt_metrics": {"chars": 9238, "bytes_utf8": 9238, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T06:52:55.015916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:57.363003Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=balance.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "poutcome", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa6e187d7836a132e5f7c0903dcccf8280f5af65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-e379-7d01-a1e0-8024a4a29fa3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"poutcome\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"poutcome\\\") AS \\\"avg_measure\\\"\\nFROM \\\"m8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"poutcome\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for correct SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22614,"cached_input_tokens":21888,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cdb169f79b9fa88ef316262584e885a7b057f12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"poutcome\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"poutcome\") AS \"avg_measure\"\nFROM \"m8\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Window Partition Average template with group_col=\"poutcome\" and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for correct SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6526936320a3265d2973d3e2891c93d3fd9ef4e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:44.430784Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:47.093586Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:54.521158Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8654509ae07d9fcb7e68e339e5724cab7b9aeb56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/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=poutcome, measure_col=balance. +Result preview: [{"poutcome": "success", "avg_measure": 1939.3011250827267}, {"poutcome": "other", "avg_measure": 1487.4114130434782}, {"poutcome": "failure", "avg_measure": 1465.805549887778}, {"poutcome": "unknown", "avg_measure": 1318.7220433453285}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..991b47d8393947bf9ad1be64c8f6d31cb29e96b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_09232d85cd9436af +-- problem_id: v2p_m8_1ff8d4b29ec7e897 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "poutcome", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "poutcome") AS "avg_measure" +FROM "m8" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc41bb76d082087155bbf73e6c7025861576265f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/query_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 \"poutcome\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"poutcome\") AS \"avg_measure\"\nFROM \"m8\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"poutcome\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"poutcome\\\") AS \\\"avg_measure\\\"\\nFROM \\\"m8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"poutcome\", \"avg_measure\"], \"rows\": [{\"poutcome\": \"success\", \"avg_measure\": 1939.3011250827267}, {\"poutcome\": \"other\", \"avg_measure\": 1487.4114130434782}, {\"poutcome\": \"failure\", \"avg_measure\": 1465.805549887778}, {\"poutcome\": \"unknown\", \"avg_measure\": 1318.7220433453285}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 141.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eef9ebdd1be10644b207359dc8af91e21fb7ecfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:02:44.186233+00:00", + "ended_at": "2026-05-04T07:02:55.420796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_09232d85cd9436af", + "problem_id": "v2p_m8_1ff8d4b29ec7e897", + "dataset_id": "m8", + "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=poutcome, measure_col=balance.", + "bindings": { + "group_col": "poutcome", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_09232d85cd9436af.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_09232d85cd9436af", + "api_calls": 0, + "input_tokens": 22614, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22749, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2523, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2625, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11061.58, + "sql_execution_elapsed_ms_total": 141.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_09232d85cd9436af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca29b5a33ca742a2628ff76cb6e31b055d000635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09232d85cd9436af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:55.273666+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11061.58, "started_at": "2026-05-04T07:02:44.194556+00:00", "ended_at": "2026-05-04T07:02:55.255795+00:00", "prompt_metrics": {"chars": 9045, "bytes_utf8": 9045, "lines": 300, "estimated_tokens": 2523}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22614, "cached_input_tokens": 21888, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:02:44.430784Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:47.093586Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=education, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "education", + "target_col": "y", + "target_value": "yes", + "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\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f529c9fe73776091b1cb1ce94a8fe1cea82442c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-96ef-7cc2-a9f9-0838b408e934"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"education\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"education\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":188}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9aee7eada9f8328e7b04fd6e7c7e1fe670f0e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"education\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"education\", target_col=\"y\", target_value='yes', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b30edd4298c0a0c0ca62ea45241c2274eb4500b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:54.291015Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:57.072666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:06.201775Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8db92300b751f390a6e52968fea9a27a4c864bfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=education, target_col=y. +Result preview: [{"education": "tertiary", "support": 13301, "focus_rate": 0.15006390496955116}, {"education": "unknown", "support": 1857, "focus_rate": 0.13570274636510501}, {"education": "secondary", "support": 23202, "focus_rate": 0.10559434531505904}, {"education": "primary", "support": 6851, "focus_rate": 0.08626477886439936}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de3193fc12acc35f6d455d8395c183b90ec8a8eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_09ca091dbef5a039 +-- problem_id: v2p_m8_5c249983ac0150ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "education", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae50702bb2b9cfdc4ec21f6edf218093273fada7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/query_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_target_rate_extremes_v2\nSELECT\n \"education\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"education\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"education\", \"support\", \"focus_rate\"], \"rows\": [{\"education\": \"tertiary\", \"support\": 13301, \"focus_rate\": 0.15006390496955116}, {\"education\": \"unknown\", \"support\": 1857, \"focus_rate\": 0.13570274636510501}, {\"education\": \"secondary\", \"support\": 23202, \"focus_rate\": 0.10559434531505904}, {\"education\": \"primary\", \"support\": 6851, \"focus_rate\": 0.08626477886439936}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba0e11ff2b647a508e8d6e3c2637d0387dfe91c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:31:54.068492+00:00", + "ended_at": "2026-05-04T07:32:07.174847+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_09ca091dbef5a039", + "problem_id": "v2p_m8_5c249983ac0150ea", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=education, target_col=y.", + "bindings": { + "group_col": "education", + "target_col": "y", + "target_value": "yes", + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_09ca091dbef5a039.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_09ca091dbef5a039", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13031.51, + "sql_execution_elapsed_ms_total": 36.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_09ca091dbef5a039\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..184a4a9fb928de22c881445eba8ada9b8e45c0e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:07.129985+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13031.51, "started_at": "2026-05-04T07:31:54.076894+00:00", "ended_at": "2026-05-04T07:32:07.108162+00:00", "prompt_metrics": {"chars": 9288, "bytes_utf8": 9288, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 188}, "stderr_preview": "2026-05-04T07:31:54.291015Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:57.072666Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"education\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=18.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fdb5a3e7866370995edb781bebc7902d31f8982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_09ca091dbef5a039/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_09ca091dbef5a039", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13031.51, + "sql_execution_elapsed_ms_total": 36.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_09ca091dbef5a039\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26c47ddb8dfeb5e210dda2625439c86ba399f590 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9239, "bytes_utf8": 9239, "lines": 303, "estimated_tokens": 2609}} +{"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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83e99ccc72105bee6952b58fc1c0650ade5a672c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0a9994130c6312ca", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2717, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11191.86, + "sql_execution_elapsed_ms_total": 52.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0a9994130c6312ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..edd9b5ceb0c823e755c575b586d3f625f14b6203 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/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": "2026-05-04T06:54:05.765393+00:00", + "ended_at": "2026-05-04T06:54:16.957567+00:00", + "elapsed_ms": 11191.86, + "prompt_metrics": { + "chars": 9239, + "bytes_utf8": 9239, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22700, + "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_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc5347f29c4a9a7a6b12e0ffdbc7db88dbddd5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=campaign, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af8aa8fbf263ab64ceef57dff4575146e574e243 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-fa52-7d13-9a1e-f4799aae2347"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"campaign\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template with group_col=age, group_col_2=campaign, and target_col=y in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6edec2141fb3e1ac3ff3f1ec510ccf6d4b951bbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"campaign\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the required Two-Axis Target Rate Surface template with group_col=age, group_col_2=campaign, and target_col=y in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb0718fff0a79bfa4bde4a0195ab3ee6bd3ba23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:05.955536Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:08.490414Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:16.140573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3705ca446be2ac2c5a0f442c1143ce00e741fd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=campaign, target_col=y. +Result preview: [{"age": "18", "campaign": "4", "target_rate": 1.0}, {"age": "21", "campaign": "6", "target_rate": 1.0}, {"age": "24", "campaign": "11", "target_rate": 1.0}, {"age": "24", "campaign": "8", "target_rate": 1.0}, {"age": "25", "campaign": "8", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b1769eba9772b3baa9c7c1dfab9e33d317a0ac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_0a9994130c6312ca +-- problem_id: v2p_m8_b15adb9770275719 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "campaign" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0978a71aba5550e2ae333f5073615af0b5d66d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/query_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_two_dim_target_rate\nSELECT \"age\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"campaign\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"campaign\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"campaign\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"21\", \"campaign\": \"6\", \"target_rate\": 1.0}, {\"age\": \"24\", \"campaign\": \"11\", \"target_rate\": 1.0}, {\"age\": \"24\", \"campaign\": \"8\", \"target_rate\": 1.0}, {\"age\": \"25\", \"campaign\": \"8\", \"target_rate\": 1.0}, {\"age\": \"46\", \"campaign\": \"29\", \"target_rate\": 1.0}, {\"age\": \"50\", \"campaign\": \"32\", \"target_rate\": 1.0}, {\"age\": \"57\", \"campaign\": \"17\", \"target_rate\": 1.0}, {\"age\": \"58\", \"campaign\": \"12\", \"target_rate\": 1.0}, {\"age\": \"63\", \"campaign\": \"7\", \"target_rate\": 1.0}, {\"age\": \"67\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"67\", \"campaign\": \"5\", \"target_rate\": 1.0}, {\"age\": \"68\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"71\", \"campaign\": \"5\", \"target_rate\": 1.0}, {\"age\": \"73\", \"campaign\": \"10\", \"target_rate\": 1.0}, {\"age\": \"75\", \"campaign\": \"11\", \"target_rate\": 1.0}, {\"age\": \"75\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"75\", \"campaign\": \"7\", \"target_rate\": 1.0}, {\"age\": \"79\", \"campaign\": \"9\", \"target_rate\": 1.0}, {\"age\": \"85\", \"campaign\": \"2\", \"target_rate\": 1.0}, {\"age\": \"85\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"87\", \"campaign\": \"2\", \"target_rate\": 1.0}, {\"age\": \"90\", \"campaign\": \"1\", \"target_rate\": 1.0}, {\"age\": \"90\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"92\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"92\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"93\", \"campaign\": \"2\", \"target_rate\": 1.0}, {\"age\": \"95\", \"campaign\": \"17\", \"target_rate\": 1.0}, {\"age\": \"18\", \"campaign\": \"1\", \"target_rate\": 0.8333333333333334}, {\"age\": \"73\", \"campaign\": \"3\", \"target_rate\": 0.8}, {\"age\": \"68\", \"campaign\": \"2\", \"target_rate\": 0.7777777777777778}, {\"age\": \"64\", \"campaign\": \"4\", \"target_rate\": 0.75}, {\"age\": \"84\", \"campaign\": \"1\", \"target_rate\": 0.75}, {\"age\": \"86\", \"campaign\": \"1\", \"target_rate\": 0.75}, {\"age\": \"77\", \"campaign\": \"1\", \"target_rate\": 0.6818181818181818}, {\"age\": \"27\", \"campaign\": \"17\", \"target_rate\": 0.6666666666666666}, {\"age\": \"69\", \"campaign\": \"3\", \"target_rate\": 0.6666666666666666}, {\"age\": \"80\", \"campaign\": \"3\", \"target_rate\": 0.6666666666666666}, {\"age\": \"87\", \"campaign\": \"1\", \"target_rate\": 0.6666666666666666}, {\"age\": \"61\", \"campaign\": \"3\", \"target_rate\": 0.631578947368421}, {\"age\": \"82\", \"campaign\": \"1\", \"target_rate\": 0.625}, {\"age\": \"72\", \"campaign\": \"2\", \"target_rate\": 0.6153846153846154}, {\"age\": \"73\", \"campaign\": \"1\", \"target_rate\": 0.5909090909090909}, {\"age\": \"62\", \"campaign\": \"1\", \"target_rate\": 0.5813953488372093}, {\"age\": \"62\", \"campaign\": \"2\", \"target_rate\": 0.5555555555555556}, {\"age\": \"68\", \"campaign\": \"1\", \"target_rate\": 0.5416666666666666}, {\"age\": \"76\", \"campaign\": \"1\", \"target_rate\": 0.5384615384615384}, {\"age\": \"64\", \"campaign\": \"1\", \"target_rate\": 0.5116279069767442}, {\"age\": \"19\", \"campaign\": \"2\", \"target_rate\": 0.5}, {\"age\": \"19\", \"campaign\": \"4\", \"target_rate\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 52.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9b846aece93fd1422c844faa65b6e14c1d575b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:54:05.757691+00:00", + "ended_at": "2026-05-04T06:54:17.034923+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0a9994130c6312ca", + "problem_id": "v2p_m8_b15adb9770275719", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=campaign, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=9" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_0a9994130c6312ca.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0a9994130c6312ca", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2717, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11191.86, + "sql_execution_elapsed_ms_total": 52.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0a9994130c6312ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5265214dfc70a7f8b837d2f04083c76e088f3a85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0a9994130c6312ca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:16.975015+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11191.86, "started_at": "2026-05-04T06:54:05.765393+00:00", "ended_at": "2026-05-04T06:54:16.957567+00:00", "prompt_metrics": {"chars": 9239, "bytes_utf8": 9239, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T06:54:05.955536Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:08.490414Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=day.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..964ccfea7f55f8658c199408fdda07540856024b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-f76e-73c1-bef0-4f76a616017c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"pdays\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c46283ccdf84f3ea6686e3e5e35d150ba054692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"pdays\" and measure_col=\"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..864523bcc765bfabd71ee497640b14d085ff3bb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:55.990965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:58.613460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:06.086511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b0aaed8f79fbe21e2e5a3f2b056fe5fb0577ba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=day. +Result preview: [{"pdays": "-1", "avg_measure": 16.145424040699247, "support": 36954}, {"pdays": "1", "avg_measure": 4.2, "support": 15}, {"pdays": "10", "avg_measure": 20.166666666666668, "support": 6}, {"pdays": "100", "avg_measure": 17.4, "support": 30}, {"pdays": "101", "avg_measure": 18.066666666666666, "support": 30}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8a95e947416f86fd7d3455449190a4e202b7d58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_0c184e144be829f4 +-- problem_id: v2p_m8_5074e80c6f7e54ef +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c88a9def983f3f873dda057326037e8359312aa4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/query_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_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\", \"columns\": [\"pdays\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"avg_measure\": 16.145424040699247, \"support\": 36954}, {\"pdays\": \"1\", \"avg_measure\": 4.2, \"support\": 15}, {\"pdays\": \"10\", \"avg_measure\": 20.166666666666668, \"support\": 6}, {\"pdays\": \"100\", \"avg_measure\": 17.4, \"support\": 30}, {\"pdays\": \"101\", \"avg_measure\": 18.066666666666666, \"support\": 30}, {\"pdays\": \"102\", \"avg_measure\": 14.228571428571428, \"support\": 35}, {\"pdays\": \"103\", \"avg_measure\": 18.25, \"support\": 24}, {\"pdays\": \"104\", \"avg_measure\": 14.422222222222222, \"support\": 45}, {\"pdays\": \"105\", \"avg_measure\": 16.428571428571427, \"support\": 42}, {\"pdays\": \"106\", \"avg_measure\": 16.91304347826087, \"support\": 23}, {\"pdays\": \"107\", \"avg_measure\": 15.307692307692308, \"support\": 13}, {\"pdays\": \"108\", \"avg_measure\": 15.0, \"support\": 12}, {\"pdays\": \"109\", \"avg_measure\": 13.421052631578947, \"support\": 19}, {\"pdays\": \"110\", \"avg_measure\": 17.107142857142858, \"support\": 28}, {\"pdays\": \"111\", \"avg_measure\": 19.448275862068964, \"support\": 29}, {\"pdays\": \"112\", \"avg_measure\": 18.63157894736842, \"support\": 19}, {\"pdays\": \"113\", \"avg_measure\": 18.484848484848484, \"support\": 33}, {\"pdays\": \"114\", \"avg_measure\": 18.833333333333332, \"support\": 12}, {\"pdays\": \"115\", \"avg_measure\": 12.833333333333334, \"support\": 12}, {\"pdays\": \"116\", \"avg_measure\": 18.166666666666668, \"support\": 12}, {\"pdays\": \"117\", \"avg_measure\": 16.571428571428573, \"support\": 14}, {\"pdays\": \"118\", \"avg_measure\": 14.777777777777779, \"support\": 9}, {\"pdays\": \"119\", \"avg_measure\": 11.870967741935484, \"support\": 31}, {\"pdays\": \"12\", \"avg_measure\": 9.0, \"support\": 7}, {\"pdays\": \"120\", \"avg_measure\": 16.4, \"support\": 20}, {\"pdays\": \"121\", \"avg_measure\": 18.22222222222222, \"support\": 9}, {\"pdays\": \"122\", \"avg_measure\": 14.25, \"support\": 12}, {\"pdays\": \"123\", \"avg_measure\": 17.294117647058822, \"support\": 17}, {\"pdays\": \"124\", \"avg_measure\": 16.176470588235293, \"support\": 17}, {\"pdays\": \"125\", \"avg_measure\": 13.285714285714286, \"support\": 7}, {\"pdays\": \"126\", \"avg_measure\": 16.90909090909091, \"support\": 22}, {\"pdays\": \"127\", \"avg_measure\": 18.130434782608695, \"support\": 23}, {\"pdays\": \"128\", \"avg_measure\": 15.142857142857142, \"support\": 7}, {\"pdays\": \"129\", \"avg_measure\": 16.5, \"support\": 12}, {\"pdays\": \"13\", \"avg_measure\": 18.833333333333332, \"support\": 6}, {\"pdays\": \"130\", \"avg_measure\": 16.615384615384617, \"support\": 13}, {\"pdays\": \"131\", \"avg_measure\": 15.5, \"support\": 18}, {\"pdays\": \"132\", \"avg_measure\": 10.666666666666666, \"support\": 6}, {\"pdays\": \"133\", \"avg_measure\": 14.318181818181818, \"support\": 22}, {\"pdays\": \"134\", \"avg_measure\": 15.8, \"support\": 10}, {\"pdays\": \"135\", \"avg_measure\": 11.071428571428571, \"support\": 14}, {\"pdays\": \"136\", \"avg_measure\": 10.0, \"support\": 15}, {\"pdays\": \"137\", \"avg_measure\": 18.625, \"support\": 8}, {\"pdays\": \"138\", \"avg_measure\": 10.666666666666666, \"support\": 9}, {\"pdays\": \"139\", \"avg_measure\": 14.0, \"support\": 12}, {\"pdays\": \"14\", \"avg_measure\": 14.444444444444445, \"support\": 9}, {\"pdays\": \"140\", \"avg_measure\": 9.833333333333334, \"support\": 18}, {\"pdays\": \"141\", \"avg_measure\": 14.5, \"support\": 12}, {\"pdays\": \"142\", \"avg_measure\": 12.833333333333334, \"support\": 6}, {\"pdays\": \"143\", \"avg_measure\": 21.166666666666668, \"support\": 6}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30ca325a220d258a7743cf3ca7447056b6fc7186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:15:55.765982+00:00", + "ended_at": "2026-05-04T07:16:07.044351+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0c184e144be829f4", + "problem_id": "v2p_m8_5074e80c6f7e54ef", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=day.", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_0c184e144be829f4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0c184e144be829f4", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11210.01, + "sql_execution_elapsed_ms_total": 26.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0c184e144be829f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87c0f22ac8d86145ee50a4bb95f7ab29fe5c09f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:07.003984+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11210.01, "started_at": "2026-05-04T07:15:55.776006+00:00", "ended_at": "2026-05-04T07:16:06.974695+00:00", "prompt_metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:15:55.990965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:58.613460Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"pdays\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e6e3197c921f3b25d426a0cd1a7347a2a656e38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0c184e144be829f4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0c184e144be829f4", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22772, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11210.01, + "sql_execution_elapsed_ms_total": 26.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0c184e144be829f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dd75469ad37056393fd5e5e299c94e6010f4aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9178, "bytes_utf8": 9178, "lines": 303, "estimated_tokens": 2570}} +{"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": 100}, "usage": {"input_tokens": 22661, "cached_input_tokens": 2432, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba521050e168c611b4aa58c366adbd16da5e6537 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0ccb8eda9017b026", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 2432, + "output_tokens": 116, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16353.25, + "sql_execution_elapsed_ms_total": 34.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0ccb8eda9017b026\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4264820e816bb0c4b50c49033cda6d2c36eda1de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/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": "2026-05-04T06:55:30.478663+00:00", + "ended_at": "2026-05-04T06:55:46.832801+00:00", + "elapsed_ms": 16353.25, + "prompt_metrics": { + "chars": 9178, + "bytes_utf8": 9178, + "lines": 303, + "estimated_tokens": 2570 + }, + "stdout_metrics": { + "chars": 696, + "bytes_utf8": 696, + "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": 372, + "bytes_utf8": 372, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22661, + "cached_input_tokens": 2432, + "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_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ad88e14199a67debd81899f6d7f2910c5f859ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=age, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "age", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7963116db13fd837c56e472cae8cb7abd3f4926 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-52d2-7141-8b7a-71c270e76f41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"age\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"age\\\" and condition_col=\\\"y\\\", measuring the rate of rows where y='no' for each age group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":2432,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7844aaf2c6b31ce661f4fec32ead028289812784 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"age\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"age\" and condition_col=\"y\", measuring the rate of rows where y='no' for each age group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf53c8b02ccb8513544e06ffdd4ff0b9a7b2cd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:34.188118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:36.609202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:46.080470Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b102cd8e1863ad45b10a5dca776c39fa82ddb2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/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=age, condition_col=y. +Result preview: [{"age": "94", "condition_rate": 1.0}, {"age": "89", "condition_rate": 1.0}, {"age": "88", "condition_rate": 1.0}, {"age": "50", "condition_rate": 0.9233226837060703}, {"age": "44", "condition_rate": 0.9181338028169014}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..57efaa6bbdd9f22d9206865af90962db7ca11ea5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0ccb8eda9017b026 +-- problem_id: v2p_m8_4887164715f08562 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "age" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7b2e2f486f1de452642588851fa0e55a935377c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/query_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 \"age\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"age\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"age\", \"condition_rate\"], \"rows\": [{\"age\": \"94\", \"condition_rate\": 1.0}, {\"age\": \"89\", \"condition_rate\": 1.0}, {\"age\": \"88\", \"condition_rate\": 1.0}, {\"age\": \"50\", \"condition_rate\": 0.9233226837060703}, {\"age\": \"44\", \"condition_rate\": 0.9181338028169014}, {\"age\": \"48\", \"condition_rate\": 0.917753259779338}, {\"age\": \"51\", \"condition_rate\": 0.9177350427350427}, {\"age\": \"40\", \"condition_rate\": 0.9143911439114392}, {\"age\": \"45\", \"condition_rate\": 0.912828947368421}, {\"age\": \"56\", \"condition_rate\": 0.9125964010282777}, {\"age\": \"43\", \"condition_rate\": 0.9112833763996555}, {\"age\": \"42\", \"condition_rate\": 0.9106280193236715}, {\"age\": \"41\", \"condition_rate\": 0.9070487993803253}, {\"age\": \"52\", \"condition_rate\": 0.9066959385290889}, {\"age\": \"57\", \"condition_rate\": 0.9057971014492754}, {\"age\": \"55\", \"condition_rate\": 0.9057071960297767}, {\"age\": \"53\", \"condition_rate\": 0.9046015712682379}, {\"age\": \"39\", \"condition_rate\": 0.9038332212508406}, {\"age\": \"58\", \"condition_rate\": 0.9027027027027027}, {\"age\": \"38\", \"condition_rate\": 0.9017735334242838}, {\"age\": \"37\", \"condition_rate\": 0.8997641509433962}, {\"age\": \"46\", \"condition_rate\": 0.8995744680851064}, {\"age\": \"49\", \"condition_rate\": 0.8983903420523138}, {\"age\": \"34\", \"condition_rate\": 0.8974093264248705}, {\"age\": \"31\", \"condition_rate\": 0.8967935871743486}, {\"age\": \"54\", \"condition_rate\": 0.8964241676942046}, {\"age\": \"47\", \"condition_rate\": 0.8961397058823529}, {\"age\": \"32\", \"condition_rate\": 0.8940047961630695}, {\"age\": \"33\", \"condition_rate\": 0.8935091277890467}, {\"age\": \"36\", \"condition_rate\": 0.8920265780730897}, {\"age\": \"35\", \"condition_rate\": 0.8896515311510031}, {\"age\": \"59\", \"condition_rate\": 0.8857142857142857}, {\"age\": \"30\", \"condition_rate\": 0.8764940239043825}, {\"age\": \"29\", \"condition_rate\": 0.8556962025316456}, {\"age\": \"27\", \"condition_rate\": 0.8448844884488449}, {\"age\": \"28\", \"condition_rate\": 0.8439306358381503}, {\"age\": \"60\", \"condition_rate\": 0.8355704697986577}, {\"age\": \"26\", \"condition_rate\": 0.8335403726708075}, {\"age\": \"25\", \"condition_rate\": 0.7855787476280834}, {\"age\": \"23\", \"condition_rate\": 0.7821782178217822}, {\"age\": \"24\", \"condition_rate\": 0.7748344370860927}, {\"age\": \"70\", \"condition_rate\": 0.746268656716418}, {\"age\": \"83\", \"condition_rate\": 0.7272727272727273}, {\"age\": \"21\", \"condition_rate\": 0.7215189873417721}, {\"age\": \"20\", \"condition_rate\": 0.7}, {\"age\": \"22\", \"condition_rate\": 0.689922480620155}, {\"age\": \"19\", \"condition_rate\": 0.6857142857142857}, {\"age\": \"74\", \"condition_rate\": 0.6486486486486487}, {\"age\": \"81\", \"condition_rate\": 0.6470588235294118}, {\"age\": \"65\", \"condition_rate\": 0.6440677966101694}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 34.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..031091a52008b678e01f20fa574a7d0a49f78f81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:55:30.467604+00:00", + "ended_at": "2026-05-04T06:55:46.894124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0ccb8eda9017b026", + "problem_id": "v2p_m8_4887164715f08562", + "dataset_id": "m8", + "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=age, condition_col=y.", + "bindings": { + "group_col": "age", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_0ccb8eda9017b026.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0ccb8eda9017b026", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 2432, + "output_tokens": 116, + "total_tokens": 22777, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16353.25, + "sql_execution_elapsed_ms_total": 34.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0ccb8eda9017b026\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bfa8c7a5581c2763ee95c30ce4e1e455d3be888 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0ccb8eda9017b026/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:46.850628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16353.25, "started_at": "2026-05-04T06:55:30.478663+00:00", "ended_at": "2026-05-04T06:55:46.832801+00:00", "prompt_metrics": {"chars": 9178, "bytes_utf8": 9178, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22661, "cached_input_tokens": 2432, "output_tokens": 116}, "stderr_preview": "2026-05-04T06:55:34.188118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:36.609202Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "loan", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c146e244d066e6ee23be030eaf4824455426f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-d2e7-71f3-9c9a-943b33075414"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"loan\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"loan\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=16. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be759743f8155db7c7df0e311a5e635b3f5e4563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"loan\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"loan\", target_col=\"y\", target_value='no', min_support=4, and top_k=16. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd90dfe7c807aba58a22b71f85140fba60814cac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:15.209161Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:17.876049Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:26.306485Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1887ebbf437f0956ed91e871bfb7b0dc6a09eb7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, target_col=y. +Result preview: [{"loan": "yes", "support": 7244, "focus_rate": 0.9331860850358917}, {"loan": "no", "support": 37967, "focus_rate": 0.8734427265783443}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e0fce82957ad05beeeb4d92c0092847cf82f9b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_0d03c347eb438412 +-- problem_id: v2p_m8_31239db23f478a12 +-- realization_mode: agent +-- source_kind: agent +SELECT + "loan", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "loan" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..619c85853b85b175546f470ba1de1b32281b0194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/query_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_target_rate_extremes_v2\nSELECT\n \"loan\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"loan\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"loan\", \"support\", \"focus_rate\"], \"rows\": [{\"loan\": \"yes\", \"support\": 7244, \"focus_rate\": 0.9331860850358917}, {\"loan\": \"no\", \"support\": 37967, \"focus_rate\": 0.8734427265783443}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..04b21cce2ff2d8c44fc61a703a86e81e208fecb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:33:14.908415+00:00", + "ended_at": "2026-05-04T07:33:27.178077+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0d03c347eb438412", + "problem_id": "v2p_m8_31239db23f478a12", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, target_col=y.", + "bindings": { + "group_col": "loan", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_0d03c347eb438412.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0d03c347eb438412", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 183, + "total_tokens": 22895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12199.71, + "sql_execution_elapsed_ms_total": 31.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0d03c347eb438412\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71063c8ac4372dd6772f8901223922b24cd55e0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:27.138940+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12199.71, "started_at": "2026-05-04T07:33:14.917083+00:00", "ended_at": "2026-05-04T07:33:27.113897+00:00", "prompt_metrics": {"chars": 9276, "bytes_utf8": 9276, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 183}, "stderr_preview": "2026-05-04T07:33:15.209161Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:17.876049Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"loan\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=16. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e25736b09c2241f6ad09cb223c2792fadec7823 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d03c347eb438412/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0d03c347eb438412", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 183, + "total_tokens": 22895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12199.71, + "sql_execution_elapsed_ms_total": 31.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0d03c347eb438412\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cf7af745b42be9a4b2ca69ce246085a9a9bb548 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9276, "bytes_utf8": 9276, "lines": 301, "estimated_tokens": 2624}} +{"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": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4435cf29cdf99d62a395bb6b2f4c60ce0f4092bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0d32f891a0356160", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12006.51, + "sql_execution_elapsed_ms_total": 45.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0d32f891a0356160\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d6a46d6a9a915f295b496168e9ee6fbb362294a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/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": "2026-05-04T07:30:25.744320+00:00", + "ended_at": "2026-05-04T07:30:37.751090+00:00", + "elapsed_ms": 12006.51, + "prompt_metrics": { + "chars": 9276, + "bytes_utf8": 9276, + "lines": 301, + "estimated_tokens": 2624 + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22713, + "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_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d68b5fb047228fff23c855d917f68ef305f20c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "age", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d7e9c004e4f0608d03da16a9e4adf4ddb608c03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-3dfc-75a0-a4a3-c18bbc113732"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"age\\\", target_col=\\\"y\\\", target_value='no', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aef2f9e80917019d45019d942943633cc8916361 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"age\", target_col=\"y\", target_value='no', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8ba0991e697b68d1b36d21b5b5b845a90b3ff2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:25.976851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:28.404476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:36.965676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c05a1c06479d2c5d48a5fae8f40c6daaa02ad3d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age, target_col=y. +Result preview: [{"age": "50", "support": 939, "focus_rate": 0.9233226837060703}, {"age": "44", "support": 1136, "focus_rate": 0.9181338028169014}, {"age": "48", "support": 997, "focus_rate": 0.917753259779338}, {"age": "51", "support": 936, "focus_rate": 0.9177350427350427}, {"age": "40", "support": 1355, "focus_rate": 0.9143911439114392}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..532b5c873715da9502d137547d0d1a12b7cb9675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_0d32f891a0356160 +-- problem_id: v2p_m8_5771cdab0c1ae49b +-- realization_mode: agent +-- source_kind: agent +SELECT + "age", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c383d119af9ad95fc8cf2968d41b0162c752114b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/query_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_target_rate_extremes_v2\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"age\", \"support\", \"focus_rate\"], \"rows\": [{\"age\": \"50\", \"support\": 939, \"focus_rate\": 0.9233226837060703}, {\"age\": \"44\", \"support\": 1136, \"focus_rate\": 0.9181338028169014}, {\"age\": \"48\", \"support\": 997, \"focus_rate\": 0.917753259779338}, {\"age\": \"51\", \"support\": 936, \"focus_rate\": 0.9177350427350427}, {\"age\": \"40\", \"support\": 1355, \"focus_rate\": 0.9143911439114392}, {\"age\": \"45\", \"support\": 1216, \"focus_rate\": 0.912828947368421}, {\"age\": \"56\", \"support\": 778, \"focus_rate\": 0.9125964010282777}, {\"age\": \"43\", \"support\": 1161, \"focus_rate\": 0.9112833763996555}, {\"age\": \"42\", \"support\": 1242, \"focus_rate\": 0.9106280193236715}, {\"age\": \"41\", \"support\": 1291, \"focus_rate\": 0.9070487993803253}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97745d0bb75d11ba2ebb280cb93afa5991a7c91d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:30:25.735923+00:00", + "ended_at": "2026-05-04T07:30:37.838005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0d32f891a0356160", + "problem_id": "v2p_m8_5771cdab0c1ae49b", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=age, target_col=y.", + "bindings": { + "group_col": "age", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_0d32f891a0356160.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0d32f891a0356160", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12006.51, + "sql_execution_elapsed_ms_total": 45.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0d32f891a0356160\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab7c345d0feaea8ab1b786cdcd1cddaf369ae104 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:37.786017+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12006.51, "started_at": "2026-05-04T07:30:25.744320+00:00", "ended_at": "2026-05-04T07:30:37.751090+00:00", "prompt_metrics": {"chars": 9276, "bytes_utf8": 9276, "lines": 301, "estimated_tokens": 2624}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 167}, "stderr_preview": "2026-05-04T07:30:25.976851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:28.404476Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"age\\\", target_col=\\\"y\\\", target_value='no', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..941e143e1d7b56c2389b4ce29fc88c6725084836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0d32f891a0356160/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0d32f891a0356160", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12006.51, + "sql_execution_elapsed_ms_total": 45.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0d32f891a0356160\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a1f1c84a02ff5f5f3f42cc545b594d5156e89ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 298, "estimated_tokens": 2484}} +{"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": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 19840, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..43ea1d9be7ecfac939e5fb31e7143005cf26f9bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0e05e8cc301be3a6", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9610.11, + "sql_execution_elapsed_ms_total": 24.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0e05e8cc301be3a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..119e02abc52e66d579614d977cb19f26c84dec27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/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": "2026-05-04T07:10:42.067656+00:00", + "ended_at": "2026-05-04T07:10:51.677572+00:00", + "elapsed_ms": 9610.11, + "prompt_metrics": { + "chars": 8867, + "bytes_utf8": 8867, + "lines": 298, + "estimated_tokens": 2484 + }, + "stdout_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 4, + "estimated_tokens": 176 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22575, + "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_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fedca833cef5950779d32405064ae24d88ec8c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "housing", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfb0bf5f98c209714a2a4262616441fc3c3825b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-2e12-7543-9f37-15d0027d4d0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"housing\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4849c3a6501457afef874f0e25ed7bf03668ff5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"housing\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4efd99c9a5bc2333fb14972de798b71ab04e60f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:42.288617Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:44.651015Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:50.811400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4b81ac90a562c1d56e8ea6fcd831d187fda8fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/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=housing. +Result preview: [{"housing": "yes", "row_count": 25130}, {"housing": "no", "row_count": 20081}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe71418ccb1260a8479f6cf25a6d193c8abc03b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0e05e8cc301be3a6 +-- problem_id: v2p_m8_62adb97f55c69d1f +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "m8" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbfaf02bc6704616b777ed821a65dd4ea07adb3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/query_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 \"housing\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"row_count\"], \"rows\": [{\"housing\": \"yes\", \"row_count\": 25130}, {\"housing\": \"no\", \"row_count\": 20081}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5476fc8783c8369bba911cd258a9b9d91fafa32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:10:42.059590+00:00", + "ended_at": "2026-05-04T07:10:51.727506+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0e05e8cc301be3a6", + "problem_id": "v2p_m8_62adb97f55c69d1f", + "dataset_id": "m8", + "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=housing.", + "bindings": { + "group_col": "housing", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_0e05e8cc301be3a6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0e05e8cc301be3a6", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9610.11, + "sql_execution_elapsed_ms_total": 24.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0e05e8cc301be3a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82897fdc2aed681e87259c45a3c443a35c14d55d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e05e8cc301be3a6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:51.691967+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9610.11, "started_at": "2026-05-04T07:10:42.067656+00:00", "ended_at": "2026-05-04T07:10:51.677572+00:00", "prompt_metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:10:42.288617Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:44.651015Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, group_col_2=job, measure_col=age.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "age", + "group_col_2": "job", + "measure_col": "age", + "predicate_col": "education", + "predicate_op": "=", + "predicate_value": "tertiary", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c3b6b50759540e3f77b9699f40bfc3d15337156 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-bcd1-77c2-9610-7c2e50bc70dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"age\\\", \\\"job\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"education\\\" = 'tertiary'\\nGROUP BY \\\"age\\\", \\\"job\\\"\\nORDER BY \\\"age\\\", \\\"job\\\";\",\"notes\":\"Used the provided template and bindings exactly: group_col=\\\"age\\\", group_col_2=\\\"job\\\", measure_col=\\\"age\\\", predicate_col=\\\"education\\\", predicate_op=\\\"=\\\", predicate_value='tertiary'. Cast \\\"age\\\" to REAL because the schema stores it as TEXT but it is used as a numeric measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22768,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67032e26f79b619035403a25d04454a2857b5066 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"age\", \"job\",\n SUM(CAST(\"age\" AS REAL)) AS sum_measure,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"education\" = 'tertiary'\nGROUP BY \"age\", \"job\"\nORDER BY \"age\", \"job\";","notes":"Used the provided template and bindings exactly: group_col=\"age\", group_col_2=\"job\", measure_col=\"age\", predicate_col=\"education\", predicate_op=\"=\", predicate_value='tertiary'. Cast \"age\" to REAL because the schema stores it as TEXT but it is used as a numeric measure."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4225093e619af49e0dcc656ca5bc62ed2aad5660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:14.216077Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:16.653047Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:25.047639Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edb5ea48a0d6ee809ef12509cde743e3afbddea9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, group_col_2=job, measure_col=age. +Result preview: [{"age": "20", "job": "student", "sum_measure": 60.0, "avg_measure": 20.0, "support": 3}, {"age": "21", "job": "admin.", "sum_measure": 21.0, "avg_measure": 21.0, "support": 1}, {"age": "21", "job": "entrepreneur", "sum_measure": 21.0, "avg_measure": 21.0, "support": 1}, {"age": "21", "job": "management", "sum_measure": 21.0, "avg_measure": 21.0, "support": 1}, {"age": "21", "job": "student", "sum_measure": 42.0, "avg_measure": 21.0, "support": 2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1be7264ff7d89b7d2d249022ac8e48939db5c81b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_0e3c2a90bb73dc14 +-- problem_id: v2p_m8_5cf9dba4670efa76 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "job", + SUM(CAST("age" AS REAL)) AS sum_measure, + AVG(CAST("age" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "education" = 'tertiary' +GROUP BY "age", "job" +ORDER BY "age", "job"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63458e8b818f03168f490b8e31ab942e8a099f36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/query_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_two_dimensional_summary\nSELECT \"age\", \"job\",\n SUM(CAST(\"age\" AS REAL)) AS sum_measure,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"education\" = 'tertiary'\nGROUP BY \"age\", \"job\"\nORDER BY \"age\", \"job\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"age\\\", \\\"job\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"education\\\" = 'tertiary'\\nGROUP BY \\\"age\\\", \\\"job\\\"\\nORDER BY \\\"age\\\", \\\"job\\\";\", \"columns\": [\"age\", \"job\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"age\": \"20\", \"job\": \"student\", \"sum_measure\": 60.0, \"avg_measure\": 20.0, \"support\": 3}, {\"age\": \"21\", \"job\": \"admin.\", \"sum_measure\": 21.0, \"avg_measure\": 21.0, \"support\": 1}, {\"age\": \"21\", \"job\": \"entrepreneur\", \"sum_measure\": 21.0, \"avg_measure\": 21.0, \"support\": 1}, {\"age\": \"21\", \"job\": \"management\", \"sum_measure\": 21.0, \"avg_measure\": 21.0, \"support\": 1}, {\"age\": \"21\", \"job\": \"student\", \"sum_measure\": 42.0, \"avg_measure\": 21.0, \"support\": 2}, {\"age\": \"21\", \"job\": \"technician\", \"sum_measure\": 21.0, \"avg_measure\": 21.0, \"support\": 1}, {\"age\": \"22\", \"job\": \"admin.\", \"sum_measure\": 66.0, \"avg_measure\": 22.0, \"support\": 3}, {\"age\": \"22\", \"job\": \"management\", \"sum_measure\": 110.0, \"avg_measure\": 22.0, \"support\": 5}, {\"age\": \"22\", \"job\": \"self-employed\", \"sum_measure\": 22.0, \"avg_measure\": 22.0, \"support\": 1}, {\"age\": \"22\", \"job\": \"student\", \"sum_measure\": 88.0, \"avg_measure\": 22.0, \"support\": 4}, {\"age\": \"22\", \"job\": \"unemployed\", \"sum_measure\": 22.0, \"avg_measure\": 22.0, \"support\": 1}, {\"age\": \"23\", \"job\": \"admin.\", \"sum_measure\": 115.0, \"avg_measure\": 23.0, \"support\": 5}, {\"age\": \"23\", \"job\": \"entrepreneur\", \"sum_measure\": 23.0, \"avg_measure\": 23.0, \"support\": 1}, {\"age\": \"23\", \"job\": \"housemaid\", \"sum_measure\": 46.0, \"avg_measure\": 23.0, \"support\": 2}, {\"age\": \"23\", \"job\": \"management\", \"sum_measure\": 207.0, \"avg_measure\": 23.0, \"support\": 9}, {\"age\": \"23\", \"job\": \"self-employed\", \"sum_measure\": 23.0, \"avg_measure\": 23.0, \"support\": 1}, {\"age\": \"23\", \"job\": \"services\", \"sum_measure\": 23.0, \"avg_measure\": 23.0, \"support\": 1}, {\"age\": \"23\", \"job\": \"student\", \"sum_measure\": 253.0, \"avg_measure\": 23.0, \"support\": 11}, {\"age\": \"23\", \"job\": \"technician\", \"sum_measure\": 46.0, \"avg_measure\": 23.0, \"support\": 2}, {\"age\": \"23\", \"job\": \"unemployed\", \"sum_measure\": 23.0, \"avg_measure\": 23.0, \"support\": 1}, {\"age\": \"24\", \"job\": \"admin.\", \"sum_measure\": 192.0, \"avg_measure\": 24.0, \"support\": 8}, {\"age\": \"24\", \"job\": \"management\", \"sum_measure\": 360.0, \"avg_measure\": 24.0, \"support\": 15}, {\"age\": \"24\", \"job\": \"self-employed\", \"sum_measure\": 120.0, \"avg_measure\": 24.0, \"support\": 5}, {\"age\": \"24\", \"job\": \"services\", \"sum_measure\": 48.0, \"avg_measure\": 24.0, \"support\": 2}, {\"age\": \"24\", \"job\": \"student\", \"sum_measure\": 168.0, \"avg_measure\": 24.0, \"support\": 7}, {\"age\": \"24\", \"job\": \"technician\", \"sum_measure\": 120.0, \"avg_measure\": 24.0, \"support\": 5}, {\"age\": \"24\", \"job\": \"unemployed\", \"sum_measure\": 48.0, \"avg_measure\": 24.0, \"support\": 2}, {\"age\": \"25\", \"job\": \"admin.\", \"sum_measure\": 375.0, \"avg_measure\": 25.0, \"support\": 15}, {\"age\": \"25\", \"job\": \"blue-collar\", \"sum_measure\": 25.0, \"avg_measure\": 25.0, \"support\": 1}, {\"age\": \"25\", \"job\": \"entrepreneur\", \"sum_measure\": 200.0, \"avg_measure\": 25.0, \"support\": 8}, {\"age\": \"25\", \"job\": \"management\", \"sum_measure\": 1575.0, \"avg_measure\": 25.0, \"support\": 63}, {\"age\": \"25\", \"job\": \"self-employed\", \"sum_measure\": 225.0, \"avg_measure\": 25.0, \"support\": 9}, {\"age\": \"25\", \"job\": \"services\", \"sum_measure\": 50.0, \"avg_measure\": 25.0, \"support\": 2}, {\"age\": \"25\", \"job\": \"student\", \"sum_measure\": 550.0, \"avg_measure\": 25.0, \"support\": 22}, {\"age\": \"25\", \"job\": \"technician\", \"sum_measure\": 575.0, \"avg_measure\": 25.0, \"support\": 23}, {\"age\": \"25\", \"job\": \"unemployed\", \"sum_measure\": 75.0, \"avg_measure\": 25.0, \"support\": 3}, {\"age\": \"26\", \"job\": \"admin.\", \"sum_measure\": 494.0, \"avg_measure\": 26.0, \"support\": 19}, {\"age\": \"26\", \"job\": \"blue-collar\", \"sum_measure\": 104.0, \"avg_measure\": 26.0, \"support\": 4}, {\"age\": \"26\", \"job\": \"entrepreneur\", \"sum_measure\": 182.0, \"avg_measure\": 26.0, \"support\": 7}, {\"age\": \"26\", \"job\": \"housemaid\", \"sum_measure\": 26.0, \"avg_measure\": 26.0, \"support\": 1}, {\"age\": \"26\", \"job\": \"management\", \"sum_measure\": 2600.0, \"avg_measure\": 26.0, \"support\": 100}, {\"age\": \"26\", \"job\": \"self-employed\", \"sum_measure\": 572.0, \"avg_measure\": 26.0, \"support\": 22}, {\"age\": \"26\", \"job\": \"services\", \"sum_measure\": 208.0, \"avg_measure\": 26.0, \"support\": 8}, {\"age\": \"26\", \"job\": \"student\", \"sum_measure\": 728.0, \"avg_measure\": 26.0, \"support\": 28}, {\"age\": \"26\", \"job\": \"technician\", \"sum_measure\": 1196.0, \"avg_measure\": 26.0, \"support\": 46}, {\"age\": \"26\", \"job\": \"unemployed\", \"sum_measure\": 286.0, \"avg_measure\": 26.0, \"support\": 11}, {\"age\": \"27\", \"job\": \"admin.\", \"sum_measure\": 594.0, \"avg_measure\": 27.0, \"support\": 22}, {\"age\": \"27\", \"job\": \"blue-collar\", \"sum_measure\": 189.0, \"avg_measure\": 27.0, \"support\": 7}, {\"age\": \"27\", \"job\": \"entrepreneur\", \"sum_measure\": 270.0, \"avg_measure\": 27.0, \"support\": 10}, {\"age\": \"27\", \"job\": \"housemaid\", \"sum_measure\": 27.0, \"avg_measure\": 27.0, \"support\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f6c9b3df14994392303ca0528e4bc1cfc04f736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:22:13.905006+00:00", + "ended_at": "2026-05-04T07:22:25.890370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0e3c2a90bb73dc14", + "problem_id": "v2p_m8_5cf9dba4670efa76", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, group_col_2=job, measure_col=age.", + "bindings": { + "group_col": "age", + "group_col_2": "job", + "measure_col": "age", + "predicate_col": "education", + "predicate_op": "=", + "predicate_value": "tertiary", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "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_c\\m8\\sql\\v2q_m8_0e3c2a90bb73dc14.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0e3c2a90bb73dc14", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 162, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11921.0, + "sql_execution_elapsed_ms_total": 19.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0e3c2a90bb73dc14\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f0af1720b12cb4f33d05d8ae22f3ac13d052b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e3c2a90bb73dc14/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:25.861956+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11921.0, "started_at": "2026-05-04T07:22:13.920003+00:00", "ended_at": "2026-05-04T07:22:25.841047+00:00", "prompt_metrics": {"chars": 9521, "bytes_utf8": 9521, "lines": 306, "estimated_tokens": 2679}, "response_metrics": {"chars": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22768, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T07:22:14.216077Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:16.653047Z 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_c/m8/artifacts/v2q_m8_0e68d0c921655836/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..060040be923bbc8743207fede425a1db2d6a7c54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/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_c\n-- sql_source_dataset_id: m8\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_m8_0e68d0c921655836\n-- problem_id: v2p_m8_0988285421062b1e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"age\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_0e68d0c921655836\\n-- problem_id: v2p_m8_0988285421062b1e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"32\", \"support\": 2085, \"avg_response\": 260.0115107913669}, {\"age\": \"31\", \"support\": 1996, \"avg_response\": 256.60821643286573}, {\"age\": \"33\", \"support\": 1972, \"avg_response\": 257.02079107505074}, {\"age\": \"34\", \"support\": 1930, \"avg_response\": 253.41658031088082}, {\"age\": \"35\", \"support\": 1894, \"avg_response\": 260.54329461457235}, {\"age\": \"36\", \"support\": 1806, \"avg_response\": 261.0520487264673}, {\"age\": \"30\", \"support\": 1757, \"avg_response\": 259.31132612407515}, {\"age\": \"37\", \"support\": 1696, \"avg_response\": 249.51591981132074}, {\"age\": \"39\", \"support\": 1487, \"avg_response\": 266.13449899125754}, {\"age\": \"38\", \"support\": 1466, \"avg_response\": 256.5211459754434}, {\"age\": \"40\", \"support\": 1355, \"avg_response\": 267.0959409594096}, {\"age\": \"41\", \"support\": 1291, \"avg_response\": 261.7699457784663}, {\"age\": \"42\", \"support\": 1242, \"avg_response\": 245.17713365539453}, {\"age\": \"45\", \"support\": 1216, \"avg_response\": 247.57483552631578}, {\"age\": \"29\", \"support\": 1185, \"avg_response\": 274.2582278481013}, {\"age\": \"46\", \"support\": 1175, \"avg_response\": 244.61617021276595}, {\"age\": \"43\", \"support\": 1161, \"avg_response\": 246.0947459086994}, {\"age\": \"44\", \"support\": 1136, \"avg_response\": 249.67781690140845}, {\"age\": \"47\", \"support\": 1088, \"avg_response\": 244.60386029411765}, {\"age\": \"28\", \"support\": 1038, \"avg_response\": 281.77842003853567}, {\"age\": \"48\", \"support\": 997, \"avg_response\": 248.88665997993982}, {\"age\": \"49\", \"support\": 994, \"avg_response\": 242.1368209255533}, {\"age\": \"50\", \"support\": 939, \"avg_response\": 244.17145899893504}, {\"age\": \"51\", \"support\": 936, \"avg_response\": 241.9604700854701}, {\"age\": \"52\", \"support\": 911, \"avg_response\": 234.81558726673984}, {\"age\": \"27\", \"support\": 909, \"avg_response\": 276.66996699669966}, {\"age\": \"53\", \"support\": 891, \"avg_response\": 252.36139169472503}, {\"age\": \"57\", \"support\": 828, \"avg_response\": 252.6183574879227}, {\"age\": \"54\", \"support\": 811, \"avg_response\": 246.7928483353884}, {\"age\": \"55\", \"support\": 806, \"avg_response\": 241.6985111662531}, {\"age\": \"26\", \"support\": 805, \"avg_response\": 290.18260869565216}, {\"age\": \"56\", \"support\": 778, \"avg_response\": 235.47943444730078}, {\"age\": \"59\", \"support\": 770, \"avg_response\": 274.7688311688312}, {\"age\": \"58\", \"support\": 740, \"avg_response\": 262.02972972972975}, {\"age\": \"60\", \"support\": 596, \"avg_response\": 269.12919463087246}, {\"age\": \"25\", \"support\": 527, \"avg_response\": 286.404174573055}, {\"age\": \"24\", \"support\": 302, \"avg_response\": 283.49006622516555}, {\"age\": \"23\", \"support\": 202, \"avg_response\": 298.9059405940594}, {\"age\": \"61\", \"support\": 147, \"avg_response\": 268.25850340136054}, {\"age\": \"22\", \"support\": 129, \"avg_response\": 234.96899224806202}, {\"age\": \"62\", \"support\": 80, \"avg_response\": 260.875}, {\"age\": \"21\", \"support\": 79, \"avg_response\": 208.65822784810126}, {\"age\": \"63\", \"support\": 77, \"avg_response\": 331.42857142857144}, {\"age\": \"64\", \"support\": 74, \"avg_response\": 300.5}, {\"age\": \"70\", \"support\": 67, \"avg_response\": 296.7014925373134}, {\"age\": \"66\", \"support\": 63, \"avg_response\": 302.63492063492066}, {\"age\": \"65\", \"support\": 59, \"avg_response\": 312.47457627118644}, {\"age\": \"71\", \"support\": 54, \"avg_response\": 372.24074074074076}, {\"age\": \"67\", \"support\": 54, \"avg_response\": 341.0740740740741}, {\"age\": \"72\", \"support\": 52, \"avg_response\": 341.2692307692308}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 48.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a90a59076d667eec80785d62a59ac0777bf73d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.199238+00:00", + "ended_at": "2026-05-04T07:37:07.255479+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0e68d0c921655836", + "problem_id": "v2p_m8_0988285421062b1e", + "dataset_id": "m8", + "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=duration, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "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_c\\m8\\sql\\v2q_m8_0e68d0c921655836.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_c/m8/artifacts/v2q_m8_0e68d0c921655836/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0e68d0c921655836/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_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3293ef2a31e289dfe546ee76302a16e02e6aa369 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9276, "bytes_utf8": 9276, "lines": 301, "estimated_tokens": 2623}} +{"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": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b4ef3ed8b1e42031e229bc35e5265b1a3a23cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0fa9b23bd57131d5", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2763, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14619.45, + "sql_execution_elapsed_ms_total": 30.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0fa9b23bd57131d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d15125a95a9b2cdbb1e3bbd18593806136065be0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/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": "2026-05-04T07:33:00.221401+00:00", + "ended_at": "2026-05-04T07:33:14.843394+00:00", + "elapsed_ms": 14619.45, + "prompt_metrics": { + "chars": 9276, + "bytes_utf8": 9276, + "lines": 301, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13256 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 493, + "bytes_utf8": 493, + "lines": 1, + "estimated_tokens": 140 + }, + "usage": { + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 156 + } + }, + "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_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0daea876257322233f9882a1acff937aefcd03bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "loan", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffe3acaf64aeb07a92085eabdc39de040241aa2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-994d-71e1-818e-efd8ab8dee44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"loan\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=loan, target_col=y, target_value='no', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bf0ecc17430dcc1ecbff6b14a535b5c65d7e7cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"loan\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=loan, target_col=y, target_value='no', min_support=5, 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_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6e578c3bcd0b9733506132ce1ffd6a6d925732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:00.427815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:03.059677Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:13.936250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c461a18279430c3b3053bf7a571f575c70691ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, target_col=y. +Result preview: [{"loan": "yes", "support": 7244, "focus_rate": 0.9331860850358917}, {"loan": "no", "support": 37967, "focus_rate": 0.8734427265783443}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c928018801a02788460565bdf23189391a5b2116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_0fa9b23bd57131d5 +-- problem_id: v2p_m8_50b374660457a604 +-- realization_mode: agent +-- source_kind: agent +SELECT + "loan", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "loan" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea538333729dc06a694bdf8c38a214a9b2d47301 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/query_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_target_rate_extremes_v2\nSELECT\n \"loan\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"loan\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"loan\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"loan\", \"support\", \"focus_rate\"], \"rows\": [{\"loan\": \"yes\", \"support\": 7244, \"focus_rate\": 0.9331860850358917}, {\"loan\": \"no\", \"support\": 37967, \"focus_rate\": 0.8734427265783443}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61ffab3296f20c2c81bf8b1a074ca8ee3d234f13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:33:00.214969+00:00", + "ended_at": "2026-05-04T07:33:14.906754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_0fa9b23bd57131d5", + "problem_id": "v2p_m8_50b374660457a604", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, target_col=y.", + "bindings": { + "group_col": "loan", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_0fa9b23bd57131d5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0fa9b23bd57131d5", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2763, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14619.45, + "sql_execution_elapsed_ms_total": 30.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0fa9b23bd57131d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e7fdc1599c42cb55530c6780634f1df8ab96b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:14.867399+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14619.45, "started_at": "2026-05-04T07:33:00.221401+00:00", "ended_at": "2026-05-04T07:33:14.843394+00:00", "prompt_metrics": {"chars": 9276, "bytes_utf8": 9276, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:33:00.427815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:03.059677Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=loan, target_col=y, target_value='no', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c271d116c2d0138e827457a545e9c3f6a4fa236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_0fa9b23bd57131d5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_0fa9b23bd57131d5", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2763, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14619.45, + "sql_execution_elapsed_ms_total": 30.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_0fa9b23bd57131d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18d761720cd337a0d841c0446e2726fb5e49b26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pdays": "-1", "support": 36954, "avg_response": 257.7261189587054}, {"pdays": "182", "support": 167, "avg_response": 314.2215568862275}, {"pdays": "92", "support": 147, "avg_response": 281.1156462585034}, {"pdays": "183", "support": 126, "avg_response": 308.56349206349205}, {"pdays": "91", "support": 126, "avg_response": 240.85714285714286}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19df4d5821c089046add3b457a7925c9facfecb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_106b2d209992604a +-- problem_id: v2p_m8_420a0112d55ed59e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f330614aa3d8df15fc5a4090e73cf8d4810dfb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/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_c\n-- sql_source_dataset_id: m8\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_m8_106b2d209992604a\n-- problem_id: v2p_m8_420a0112d55ed59e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_106b2d209992604a\\n-- problem_id: v2p_m8_420a0112d55ed59e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 257.7261189587054}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 314.2215568862275}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 281.1156462585034}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 308.56349206349205}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 240.85714285714286}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 315.34188034188037}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 236.78787878787878}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 308.56470588235294}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 225.44155844155844}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 312.14864864864865}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 215.3013698630137}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 286.72222222222223}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 303.8732394366197}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 215.61764705882354}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 281.73846153846154}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 254.66153846153847}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 288.78125}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 353.0833333333333}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 268.06666666666666}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 240.68421052631578}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 236.75438596491227}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 196.50877192982455}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 241.14545454545456}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 294.1666666666667}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 263.5740740740741}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 271.4901960784314}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 201.94117647058823}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 270.8775510204082}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 237.16326530612244}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 236.81632653061226}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 216.75510204081633}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 306.8541666666667}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 287.0416666666667}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 298.3829787234043}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 270.8723404255319}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 205.51063829787233}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 213.93478260869566}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 302.7111111111111}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 243.24444444444444}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 241.13333333333333}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 219.84444444444443}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 213.13333333333333}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 281.5681818181818}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 252.5}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 214.4090909090909}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 337.3255813953488}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 313.51162790697674}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 307.4651162790698}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 294.4186046511628}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 234.51162790697674}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6c9ceaf0302d1681be8873dc0825f23d0f0be5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:08.001926+00:00", + "ended_at": "2026-05-04T07:37:08.032471+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_106b2d209992604a", + "problem_id": "v2p_m8_420a0112d55ed59e", + "dataset_id": "m8", + "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=duration, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "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=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_c\\m8\\sql\\v2q_m8_106b2d209992604a.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_c/m8/artifacts/v2q_m8_106b2d209992604a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_106b2d209992604a/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_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c25f9304bfd75b4d20b5c7a45d51fccaa1615648 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9034, "bytes_utf8": 9034, "lines": 300, "estimated_tokens": 2519}} +{"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": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22610, "cached_input_tokens": 21888, "output_tokens": 111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8efae1321d575bd12f40dc058d96c58400b7ac6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1074645e9365bfdf", + "api_calls": 0, + "input_tokens": 22610, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22721, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2519, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2614, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10175.71, + "sql_execution_elapsed_ms_total": 127.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_1074645e9365bfdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..845467bf3486751f30d4e1a23e671947188430e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/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": "2026-05-04T07:01:02.744146+00:00", + "ended_at": "2026-05-04T07:01:12.920020+00:00", + "elapsed_ms": 10175.71, + "prompt_metrics": { + "chars": 9034, + "bytes_utf8": 9034, + "lines": 300, + "estimated_tokens": 2519 + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22610, + "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_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaf5dbfe829fcbae6c8347b949b5d70d9fb495e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=campaign.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "month", + "measure_col": "campaign", + "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": 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_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..864105ab064963373f7b2d4f660d1b9c9f45c31d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-572a-7c03-aff5-715b2f6b5852"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(CAST(\\\"campaign\\\" AS REAL)) OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"month\\\" and measure_col=\\\"campaign\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22610,"cached_input_tokens":21888,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab9af28b61d32dfb240a35b3fd11044a158cfa7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"month\",\n AVG(CAST(\"campaign\" AS REAL)) OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"month\" and measure_col=\"campaign\". 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_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bd40de09c4e0cc1e63026876e7f490f6c24c252 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:03.047900Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:05.416018Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:11.985875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb1b7fc4cc95479094fb617eddc5c21ed5635b97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/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=month, measure_col=campaign. +Result preview: [{"month": "aug", "avg_measure": 3.9273251160557066}, {"month": "jul", "avg_measure": 3.524437998549674}, {"month": "jun", "avg_measure": 3.1353679086313426}, {"month": "may", "avg_measure": 2.447551939561238}, {"month": "feb", "avg_measure": 2.3820309550773877}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dce3a14a67420312281629cc252bc5293e7cb443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_1074645e9365bfdf +-- problem_id: v2p_m8_5849b3107cdb84f0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG(CAST("campaign" AS REAL)) OVER (PARTITION BY "month") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..837a2d477f813b18d0ad090b71a231e345bb783e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/query_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 \"month\",\n AVG(CAST(\"campaign\" AS REAL)) OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(CAST(\\\"campaign\\\" AS REAL)) OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"month\", \"avg_measure\"], \"rows\": [{\"month\": \"aug\", \"avg_measure\": 3.9273251160557066}, {\"month\": \"jul\", \"avg_measure\": 3.524437998549674}, {\"month\": \"jun\", \"avg_measure\": 3.1353679086313426}, {\"month\": \"may\", \"avg_measure\": 2.447551939561238}, {\"month\": \"feb\", \"avg_measure\": 2.3820309550773877}, {\"month\": \"mar\", \"avg_measure\": 2.2054507337526204}, {\"month\": \"dec\", \"avg_measure\": 2.196261682242991}, {\"month\": \"apr\", \"avg_measure\": 1.9553206002728514}, {\"month\": \"nov\", \"avg_measure\": 1.9181360201511335}, {\"month\": \"sep\", \"avg_measure\": 1.765112262521589}, {\"month\": \"jan\", \"avg_measure\": 1.6721311475409837}, {\"month\": \"oct\", \"avg_measure\": 1.5365853658536586}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 127.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b54e2a6cf8537c830946b941e41cf4334b7087f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:01:02.736461+00:00", + "ended_at": "2026-05-04T07:01:13.074066+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1074645e9365bfdf", + "problem_id": "v2p_m8_5849b3107cdb84f0", + "dataset_id": "m8", + "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=month, measure_col=campaign.", + "bindings": { + "group_col": "month", + "measure_col": "campaign", + "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": 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=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_c\\m8\\sql\\v2q_m8_1074645e9365bfdf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1074645e9365bfdf", + "api_calls": 0, + "input_tokens": 22610, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22721, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2519, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2614, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10175.71, + "sql_execution_elapsed_ms_total": 127.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_1074645e9365bfdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07b7eb8db2f6bbfbcd8566cdb302c56d38873b68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1074645e9365bfdf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:12.936757+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10175.71, "started_at": "2026-05-04T07:01:02.744146+00:00", "ended_at": "2026-05-04T07:01:12.920020+00:00", "prompt_metrics": {"chars": 9034, "bytes_utf8": 9034, "lines": 300, "estimated_tokens": 2519}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22610, "cached_input_tokens": 21888, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:01:03.047900Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:05.416018Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=housing, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c84c6e7f7928d979955be8e4bb45b5bdc5e4fae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-f3e6-7543-bd5e-86f87314e3f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the planned Two-Axis Target Rate Surface template with group_col=\\\"age\\\", group_col_2=\\\"housing\\\", and target_col=\\\"y\\\", measuring the proportion of rows where \\\"y\\\" = 'no' within each age-housing group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..850bf47b8f0e898793ed22f04faf30af84afde3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"housing\"\nORDER BY \"target_rate\" DESC;","notes":"Used the planned Two-Axis Target Rate Surface template with group_col=\"age\", group_col_2=\"housing\", and target_col=\"y\", measuring the proportion of rows where \"y\" = 'no' within each age-housing group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..038994b1f310a7c0adb8f751abbb7357db522572 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:53.251688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:55.887571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:05.074746Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02080561fe4298ff5887ef2192de133f60e65cde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=housing, target_col=y. +Result preview: [{"age": "74", "housing": "yes", "target_rate": 1.0}, {"age": "88", "housing": "no", "target_rate": 1.0}, {"age": "89", "housing": "no", "target_rate": 1.0}, {"age": "94", "housing": "no", "target_rate": 1.0}, {"age": "21", "housing": "yes", "target_rate": 0.9565217391304348}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..39038bfeaf16d3e2d15f1ccd37b36567489a6b43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_12245fd59b2526e4 +-- problem_id: v2p_m8_4003f145e2f655fb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30e4074b99dc9af480131a898df01bea23c3c5bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/query_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_two_dim_target_rate\nSELECT \"age\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"housing\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"housing\", \"target_rate\"], \"rows\": [{\"age\": \"74\", \"housing\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"88\", \"housing\": \"no\", \"target_rate\": 1.0}, {\"age\": \"89\", \"housing\": \"no\", \"target_rate\": 1.0}, {\"age\": \"94\", \"housing\": \"no\", \"target_rate\": 1.0}, {\"age\": \"21\", \"housing\": \"yes\", \"target_rate\": 0.9565217391304348}, {\"age\": \"50\", \"housing\": \"yes\", \"target_rate\": 0.954070981210856}, {\"age\": \"54\", \"housing\": \"yes\", \"target_rate\": 0.9536082474226805}, {\"age\": \"57\", \"housing\": \"yes\", \"target_rate\": 0.9483870967741935}, {\"age\": \"51\", \"housing\": \"yes\", \"target_rate\": 0.9475890985324947}, {\"age\": \"43\", \"housing\": \"yes\", \"target_rate\": 0.9451476793248945}, {\"age\": \"56\", \"housing\": \"yes\", \"target_rate\": 0.9446254071661238}, {\"age\": \"44\", \"housing\": \"yes\", \"target_rate\": 0.9429763560500696}, {\"age\": \"55\", \"housing\": \"yes\", \"target_rate\": 0.9408284023668639}, {\"age\": \"53\", \"housing\": \"yes\", \"target_rate\": 0.9402298850574713}, {\"age\": \"48\", \"housing\": \"yes\", \"target_rate\": 0.9365079365079365}, {\"age\": \"40\", \"housing\": \"yes\", \"target_rate\": 0.9320712694877505}, {\"age\": \"37\", \"housing\": \"yes\", \"target_rate\": 0.9317118802619271}, {\"age\": \"52\", \"housing\": \"yes\", \"target_rate\": 0.9315403422982885}, {\"age\": \"22\", \"housing\": \"yes\", \"target_rate\": 0.9310344827586207}, {\"age\": \"47\", \"housing\": \"yes\", \"target_rate\": 0.9310344827586207}, {\"age\": \"45\", \"housing\": \"yes\", \"target_rate\": 0.9306184012066365}, {\"age\": \"31\", \"housing\": \"yes\", \"target_rate\": 0.9299103504482478}, {\"age\": \"46\", \"housing\": \"yes\", \"target_rate\": 0.9295774647887324}, {\"age\": \"58\", \"housing\": \"yes\", \"target_rate\": 0.9270833333333334}, {\"age\": \"41\", \"housing\": \"yes\", \"target_rate\": 0.9258809234507898}, {\"age\": \"36\", \"housing\": \"yes\", \"target_rate\": 0.9258266309204647}, {\"age\": \"33\", \"housing\": \"yes\", \"target_rate\": 0.9244094488188976}, {\"age\": \"38\", \"housing\": \"yes\", \"target_rate\": 0.9224043715846995}, {\"age\": \"34\", \"housing\": \"yes\", \"target_rate\": 0.9221604447974583}, {\"age\": \"42\", \"housing\": \"yes\", \"target_rate\": 0.9187096774193548}, {\"age\": \"39\", \"housing\": \"yes\", \"target_rate\": 0.9171151776103337}, {\"age\": \"32\", \"housing\": \"yes\", \"target_rate\": 0.9154716981132075}, {\"age\": \"29\", \"housing\": \"yes\", \"target_rate\": 0.914780292942743}, {\"age\": \"35\", \"housing\": \"yes\", \"target_rate\": 0.9132569558101473}, {\"age\": \"30\", \"housing\": \"yes\", \"target_rate\": 0.9113300492610837}, {\"age\": \"49\", \"housing\": \"yes\", \"target_rate\": 0.9089147286821705}, {\"age\": \"59\", \"housing\": \"yes\", \"target_rate\": 0.907258064516129}, {\"age\": \"23\", \"housing\": \"yes\", \"target_rate\": 0.90625}, {\"age\": \"26\", \"housing\": \"yes\", \"target_rate\": 0.9033816425120773}, {\"age\": \"28\", \"housing\": \"yes\", \"target_rate\": 0.9019607843137255}, {\"age\": \"27\", \"housing\": \"yes\", \"target_rate\": 0.9}, {\"age\": \"48\", \"housing\": \"no\", \"target_rate\": 0.8985801217038539}, {\"age\": \"42\", \"housing\": \"no\", \"target_rate\": 0.8972162740899358}, {\"age\": \"25\", \"housing\": \"yes\", \"target_rate\": 0.8947368421052632}, {\"age\": \"56\", \"housing\": \"no\", \"target_rate\": 0.89171974522293}, {\"age\": \"45\", \"housing\": \"no\", \"target_rate\": 0.891500904159132}, {\"age\": \"50\", \"housing\": \"no\", \"target_rate\": 0.8913043478260869}, {\"age\": \"24\", \"housing\": \"yes\", \"target_rate\": 0.8894736842105263}, {\"age\": \"58\", \"housing\": \"no\", \"target_rate\": 0.8871681415929203}, {\"age\": \"49\", \"housing\": \"no\", \"target_rate\": 0.8870292887029289}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 112.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efdc0bbaf8aa47ee51c2dc901046467ee67b8e45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:51:53.052923+00:00", + "ended_at": "2026-05-04T06:52:05.891507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_12245fd59b2526e4", + "problem_id": "v2p_m8_4003f145e2f655fb", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=housing, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "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", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_12245fd59b2526e4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_12245fd59b2526e4", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 22882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2734, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12691.08, + "sql_execution_elapsed_ms_total": 112.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_12245fd59b2526e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81e3982f1288dc4af01b4a2943ac23961b1602e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_12245fd59b2526e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:05.770872+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12691.08, "started_at": "2026-05-04T06:51:53.061122+00:00", "ended_at": "2026-05-04T06:52:05.751819+00:00", "prompt_metrics": {"chars": 9242, "bytes_utf8": 9242, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 182}, "stderr_preview": "2026-05-04T06:51:53.251688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:55.887571Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=default, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "default", + "target_col": "y", + "target_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90fedf46a015a70345492bb203de0efea1518054 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-ca0e-7f02-b4cc-8b7a34eb8fb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"default\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"default\\\", target_col=\\\"y\\\", target_value='no', min_support=5, and top_k=14. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6360f91f93b35198a971604917b4da6662c6976 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"default\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"default\", target_col=\"y\", target_value='no', min_support=5, and top_k=14. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2131925b2e2398a409a87069e210d55f95ce1166 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:07.373765Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:09.904411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:18.313605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d7be6fa7ec5f0b0ac50097fcddb21138f42caf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=default, target_col=y. +Result preview: [{"default": "yes", "support": 815, "focus_rate": 0.9361963190184049}, {"default": "no", "support": 44396, "focus_rate": 0.8820389224254437}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ed0029bd75d127705c06416c95c00722291b5ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_134b1ce72f35a848 +-- problem_id: v2p_m8_84658584eaa36f0f +-- realization_mode: agent +-- source_kind: agent +SELECT + "default", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "default" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1c3e133d309ef33fe5feb84cce8ada71ab45aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/query_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_target_rate_extremes_v2\nSELECT\n \"default\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"default\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"default\", \"support\", \"focus_rate\"], \"rows\": [{\"default\": \"yes\", \"support\": 815, \"focus_rate\": 0.9361963190184049}, {\"default\": \"no\", \"support\": 44396, \"focus_rate\": 0.8820389224254437}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe8109bf023dd9ce5f8e2821095271b8b9300aac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:32:07.177764+00:00", + "ended_at": "2026-05-04T07:32:19.436279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_134b1ce72f35a848", + "problem_id": "v2p_m8_84658584eaa36f0f", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=default, target_col=y.", + "bindings": { + "group_col": "default", + "target_col": "y", + "target_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_134b1ce72f35a848.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_134b1ce72f35a848", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12192.59, + "sql_execution_elapsed_ms_total": 29.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_134b1ce72f35a848\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fef198f1202ab47e637d372caad2cf4f334d8317 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:19.397752+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12192.59, "started_at": "2026-05-04T07:32:07.185943+00:00", "ended_at": "2026-05-04T07:32:19.378278+00:00", "prompt_metrics": {"chars": 9282, "bytes_utf8": 9282, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:32:07.373765Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:09.904411Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"default\\\", target_col=\\\"y\\\", target_value='no', min_support=5, and top_k=14. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f62bd851458c0f4ee384f1430775feb9f71cb82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_134b1ce72f35a848/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_134b1ce72f35a848", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12192.59, + "sql_execution_elapsed_ms_total": 29.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_134b1ce72f35a848\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d99a7e7c02f3b02800143fb5606918ffc476999 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"balance": "0", "support": 3514, "avg_response": 41.96955036994878}, {"balance": "1", "support": 195, "avg_response": 37.748717948717946}, {"balance": "2", "support": 156, "avg_response": 38.833333333333336}, {"balance": "4", "support": 139, "avg_response": 39.31654676258993}, {"balance": "3", "support": 134, "avg_response": 38.14179104477612}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81a9196181eaa7ff6f1e9f9ed7647ef2b43a3f14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_138d71a92d067c4a +-- problem_id: v2p_m8_d88b435dba1b9afe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8300097b515b07c0236608ebb0217dd68b809fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/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_c\n-- sql_source_dataset_id: m8\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_m8_138d71a92d067c4a\n-- problem_id: v2p_m8_d88b435dba1b9afe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"balance\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"balance\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_138d71a92d067c4a\\n-- problem_id: v2p_m8_d88b435dba1b9afe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"balance\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"balance\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"balance\", \"support\", \"avg_response\"], \"rows\": [{\"balance\": \"0\", \"support\": 3514, \"avg_response\": 41.96955036994878}, {\"balance\": \"1\", \"support\": 195, \"avg_response\": 37.748717948717946}, {\"balance\": \"2\", \"support\": 156, \"avg_response\": 38.833333333333336}, {\"balance\": \"4\", \"support\": 139, \"avg_response\": 39.31654676258993}, {\"balance\": \"3\", \"support\": 134, \"avg_response\": 38.14179104477612}, {\"balance\": \"5\", \"support\": 113, \"avg_response\": 39.0}, {\"balance\": \"6\", \"support\": 88, \"avg_response\": 39.72727272727273}, {\"balance\": \"8\", \"support\": 81, \"avg_response\": 37.4320987654321}, {\"balance\": \"23\", \"support\": 75, \"avg_response\": 38.52}, {\"balance\": \"10\", \"support\": 69, \"avg_response\": 38.594202898550726}, {\"balance\": \"7\", \"support\": 69, \"avg_response\": 38.3768115942029}, {\"balance\": \"11\", \"support\": 65, \"avg_response\": 41.46153846153846}, {\"balance\": \"25\", \"support\": 63, \"avg_response\": 39.55555555555556}, {\"balance\": \"20\", \"support\": 62, \"avg_response\": 39.935483870967744}, {\"balance\": \"19\", \"support\": 60, \"avg_response\": 40.61666666666667}, {\"balance\": \"21\", \"support\": 59, \"avg_response\": 41.067796610169495}, {\"balance\": \"49\", \"support\": 59, \"avg_response\": 40.28813559322034}, {\"balance\": \"15\", \"support\": 59, \"avg_response\": 38.898305084745765}, {\"balance\": \"47\", \"support\": 59, \"avg_response\": 37.271186440677965}, {\"balance\": \"33\", \"support\": 58, \"avg_response\": 38.86206896551724}, {\"balance\": \"13\", \"support\": 57, \"avg_response\": 39.85964912280702}, {\"balance\": \"16\", \"support\": 56, \"avg_response\": 38.160714285714285}, {\"balance\": \"53\", \"support\": 56, \"avg_response\": 37.660714285714285}, {\"balance\": \"24\", \"support\": 55, \"avg_response\": 39.43636363636364}, {\"balance\": \"79\", \"support\": 55, \"avg_response\": 37.56363636363636}, {\"balance\": \"46\", \"support\": 54, \"avg_response\": 40.94444444444444}, {\"balance\": \"145\", \"support\": 54, \"avg_response\": 39.851851851851855}, {\"balance\": \"91\", \"support\": 54, \"avg_response\": 39.425925925925924}, {\"balance\": \"9\", \"support\": 54, \"avg_response\": 37.2962962962963}, {\"balance\": \"14\", \"support\": 53, \"avg_response\": 39.0188679245283}, {\"balance\": \"18\", \"support\": 53, \"avg_response\": 37.20754716981132}, {\"balance\": \"96\", \"support\": 52, \"avg_response\": 40.63461538461539}, {\"balance\": \"94\", \"support\": 52, \"avg_response\": 40.26923076923077}, {\"balance\": \"12\", \"support\": 52, \"avg_response\": 40.23076923076923}, {\"balance\": \"31\", \"support\": 52, \"avg_response\": 39.5}, {\"balance\": \"61\", \"support\": 52, \"avg_response\": 38.67307692307692}, {\"balance\": \"99\", \"support\": 51, \"avg_response\": 38.509803921568626}, {\"balance\": \"17\", \"support\": 51, \"avg_response\": 38.490196078431374}, {\"balance\": \"223\", \"support\": 51, \"avg_response\": 37.78431372549019}, {\"balance\": \"-1\", \"support\": 50, \"avg_response\": 41.18}, {\"balance\": \"26\", \"support\": 50, \"avg_response\": 39.9}, {\"balance\": \"36\", \"support\": 50, \"avg_response\": 39.3}, {\"balance\": \"105\", \"support\": 50, \"avg_response\": 39.06}, {\"balance\": \"43\", \"support\": 50, \"avg_response\": 38.56}, {\"balance\": \"28\", \"support\": 50, \"avg_response\": 38.22}, {\"balance\": \"35\", \"support\": 50, \"avg_response\": 36.9}, {\"balance\": \"66\", \"support\": 49, \"avg_response\": 38.95918367346939}, {\"balance\": \"50\", \"support\": 48, \"avg_response\": 41.395833333333336}, {\"balance\": \"22\", \"support\": 48, \"avg_response\": 39.3125}, {\"balance\": \"71\", \"support\": 48, \"avg_response\": 39.270833333333336}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 43.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d973d5b0051ea47a31f6fd4d3cc574fe041e6954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.258988+00:00", + "ended_at": "2026-05-04T07:37:07.307956+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_138d71a92d067c4a", + "problem_id": "v2p_m8_d88b435dba1b9afe", + "dataset_id": "m8", + "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=age, key_col=balance.", + "bindings": { + "key_col": "balance", + "measure_col": "age", + "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_c\\m8\\sql\\v2q_m8_138d71a92d067c4a.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_c/m8/artifacts/v2q_m8_138d71a92d067c4a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_138d71a92d067c4a/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_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4df86369a6662000e460ef740ff5124dde6105da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9204, "bytes_utf8": 9204, "lines": 303, "estimated_tokens": 2570}} +{"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": 104}, "usage": {"input_tokens": 22661, "cached_input_tokens": 21888, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2df3d485206f40546084f97e3514b01c5b890f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_13dbf6eac0209d30", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22781, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10950.33, + "sql_execution_elapsed_ms_total": 27.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_13dbf6eac0209d30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f6c2820fb9bfd6c1c6f9d5b76fb1dd60ee9c4b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/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": "2026-05-04T06:54:30.315984+00:00", + "ended_at": "2026-05-04T06:54:41.266162+00:00", + "elapsed_ms": 10950.33, + "prompt_metrics": { + "chars": 9204, + "bytes_utf8": 9204, + "lines": 303, + "estimated_tokens": 2570 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 120 + } + }, + "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_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..672ff5afeb32ef43a567badf04bbdcb63a2b666e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=previous, condition_col=loan.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "previous", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c504a93d4f09e617249a7c5c1881c86e11ffba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-5a57-7d70-8484-8046fc402dd1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"previous\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"previous\\\" and condition_col=\\\"loan\\\", using condition_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f3801cb0f0b616422c6d06fb7bcacf113c5e846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"previous\",\n AVG(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"previous\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"previous\" and condition_col=\"loan\", using condition_value='yes'. 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_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c650c7692be0e2a7d4d20fed275795567356525c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:30.565363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:32.966025Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:40.465128Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5729d1f82239b08d9a4e95b2e18048c3e714dc48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/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=previous, condition_col=loan. +Result preview: [{"previous": "58", "condition_rate": 1.0}, {"previous": "41", "condition_rate": 1.0}, {"previous": "32", "condition_rate": 1.0}, {"previous": "20", "condition_rate": 0.5}, {"previous": "18", "condition_rate": 0.5}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7111c82c184c89b45bec19a3842b2a9ed1e76fc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_13dbf6eac0209d30 +-- problem_id: v2p_m8_ecf86f5f7bab8139 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", + AVG(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "previous" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a0dff2f3201681b9f863ae56e8129664c39f9fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/query_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 \"previous\",\n AVG(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"previous\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"previous\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"previous\", \"condition_rate\"], \"rows\": [{\"previous\": \"58\", \"condition_rate\": 1.0}, {\"previous\": \"41\", \"condition_rate\": 1.0}, {\"previous\": \"32\", \"condition_rate\": 1.0}, {\"previous\": \"20\", \"condition_rate\": 0.5}, {\"previous\": \"18\", \"condition_rate\": 0.5}, {\"previous\": \"27\", \"condition_rate\": 0.4}, {\"previous\": \"19\", \"condition_rate\": 0.36363636363636365}, {\"previous\": \"30\", \"condition_rate\": 0.3333333333333333}, {\"previous\": \"16\", \"condition_rate\": 0.3076923076923077}, {\"previous\": \"29\", \"condition_rate\": 0.25}, {\"previous\": \"25\", \"condition_rate\": 0.25}, {\"previous\": \"23\", \"condition_rate\": 0.25}, {\"previous\": \"15\", \"condition_rate\": 0.25}, {\"previous\": \"14\", \"condition_rate\": 0.21052631578947367}, {\"previous\": \"24\", \"condition_rate\": 0.2}, {\"previous\": \"12\", \"condition_rate\": 0.18181818181818182}, {\"previous\": \"0\", \"condition_rate\": 0.16563836120582345}, {\"previous\": \"4\", \"condition_rate\": 0.15126050420168066}, {\"previous\": \"6\", \"condition_rate\": 0.1407942238267148}, {\"previous\": \"11\", \"condition_rate\": 0.13846153846153847}, {\"previous\": \"2\", \"condition_rate\": 0.1372269705603039}, {\"previous\": \"7\", \"condition_rate\": 0.13658536585365855}, {\"previous\": \"1\", \"condition_rate\": 0.13383838383838384}, {\"previous\": \"3\", \"condition_rate\": 0.12697022767075306}, {\"previous\": \"5\", \"condition_rate\": 0.12636165577342048}, {\"previous\": \"9\", \"condition_rate\": 0.11956521739130435}, {\"previous\": \"8\", \"condition_rate\": 0.10852713178294573}, {\"previous\": \"13\", \"condition_rate\": 0.07894736842105263}, {\"previous\": \"17\", \"condition_rate\": 0.06666666666666667}, {\"previous\": \"10\", \"condition_rate\": 0.05970149253731343}, {\"previous\": \"55\", \"condition_rate\": 0.0}, {\"previous\": \"51\", \"condition_rate\": 0.0}, {\"previous\": \"40\", \"condition_rate\": 0.0}, {\"previous\": \"38\", \"condition_rate\": 0.0}, {\"previous\": \"37\", \"condition_rate\": 0.0}, {\"previous\": \"35\", \"condition_rate\": 0.0}, {\"previous\": \"28\", \"condition_rate\": 0.0}, {\"previous\": \"275\", \"condition_rate\": 0.0}, {\"previous\": \"26\", \"condition_rate\": 0.0}, {\"previous\": \"22\", \"condition_rate\": 0.0}, {\"previous\": \"21\", \"condition_rate\": 0.0}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..849763e60e140acc701a8e86185fdeddeef5b2b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:54:30.308254+00:00", + "ended_at": "2026-05-04T06:54:41.319612+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_13dbf6eac0209d30", + "problem_id": "v2p_m8_ecf86f5f7bab8139", + "dataset_id": "m8", + "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=previous, condition_col=loan.", + "bindings": { + "group_col": "previous", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_13dbf6eac0209d30.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_13dbf6eac0209d30", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22781, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10950.33, + "sql_execution_elapsed_ms_total": 27.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_13dbf6eac0209d30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba7214ffe307b7047f6bb4b456edd041f544ee98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_13dbf6eac0209d30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:41.283420+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10950.33, "started_at": "2026-05-04T06:54:30.315984+00:00", "ended_at": "2026-05-04T06:54:41.266162+00:00", "prompt_metrics": {"chars": 9204, "bytes_utf8": 9204, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22661, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T06:54:30.565363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:32.966025Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=poutcome.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "poutcome", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 21.0, + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40bd1a2e285f8b29079747558956401a27abde18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-293b-7a60-bfee-3dbaf82b936d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 21.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with group_col bound to \\\"poutcome\\\" and predicate_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22651,"cached_input_tokens":21888,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a48146682788a26662027de92b9977b16ce43ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"poutcome\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"day\" AS REAL) >= 21.0\nGROUP BY \"poutcome\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the planned template with group_col bound to \"poutcome\" and predicate_col bound to \"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d1eb33d7358c7b68ef66060b58456c9c883c73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:46.593716Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:48.908156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:59.961549Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f8f2c91c7329ad3b59c1fcb141f0ae03847e25a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/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=poutcome. +Result preview: [{"poutcome": "unknown", "support": 11446}, {"poutcome": "failure", "support": 867}, {"poutcome": "success", "support": 404}, {"poutcome": "other", "support": 380}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c815f6a217cfd5c3d07b560355954172b5c54e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_142aa36d6c6d5ac0 +-- problem_id: v2p_m8_7b3ba183c439fbf1 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS support +FROM "m8" +WHERE CAST("day" AS REAL) >= 21.0 +GROUP BY "poutcome" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bd85aeb42a3e82d196c697013cdc0019d8cedef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/query_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 \"poutcome\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"day\" AS REAL) >= 21.0\nGROUP BY \"poutcome\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 21.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"poutcome\", \"support\"], \"rows\": [{\"poutcome\": \"unknown\", \"support\": 11446}, {\"poutcome\": \"failure\", \"support\": 867}, {\"poutcome\": \"success\", \"support\": 404}, {\"poutcome\": \"other\", \"support\": 380}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea6d496de082c674d031e523cd66c7bed12b6d70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:11:46.341602+00:00", + "ended_at": "2026-05-04T07:12:00.567018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_142aa36d6c6d5ac0", + "problem_id": "v2p_m8_7b3ba183c439fbf1", + "dataset_id": "m8", + "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=poutcome.", + "bindings": { + "group_col": "poutcome", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 21.0, + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_142aa36d6c6d5ac0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_142aa36d6c6d5ac0", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14140.12, + "sql_execution_elapsed_ms_total": 17.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_142aa36d6c6d5ac0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45032ddbbc5e2aa801e44dbad04693c310a29a91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:00.510053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14140.12, "started_at": "2026-05-04T07:11:46.350195+00:00", "ended_at": "2026-05-04T07:12:00.488260+00:00", "prompt_metrics": {"chars": 9143, "bytes_utf8": 9143, "lines": 302, "estimated_tokens": 2562}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22651, "cached_input_tokens": 21888, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:11:46.593716Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:48.908156Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 21.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with group_col bound to \\\"poutcome\\\" and predicate_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99115acba815067d2c84ca61683738afd5472191 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_142aa36d6c6d5ac0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_142aa36d6c6d5ac0", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14140.12, + "sql_execution_elapsed_ms_total": 17.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_142aa36d6c6d5ac0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..465cbffa4432a19b776ba6c006c7710937bcf0ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 17544, "support_share": 0.3880471566654133, "support_rank": 1}, {"value_label": "2", "support": 12505, "support_share": 0.276591979827918, "support_rank": 2}, {"value_label": "3", "support": 5521, "support_share": 0.12211629913074251, "support_rank": 3}, {"value_label": "4", "support": 3522, "support_share": 0.07790139567804295, "support_rank": 4}, {"value_label": "5", "support": 1764, "support_share": 0.039017053371967, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93b433027e3a7f3100044e4fae657d773436b3c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_143cd170c16deca8 +-- problem_id: v2p_m8_8f8c8bb7389ed894 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "campaign" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "campaign" +) +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_c/m8/artifacts/v2q_m8_143cd170c16deca8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1540081be8c75193afa59133b8a42f2807c17542 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/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_c\n-- sql_source_dataset_id: m8\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_m8_143cd170c16deca8\n-- problem_id: v2p_m8_8f8c8bb7389ed894\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"campaign\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"campaign\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_143cd170c16deca8\\n-- problem_id: v2p_m8_8f8c8bb7389ed894\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"campaign\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"campaign\\\"\\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\": 17544, \"support_share\": 0.3880471566654133, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 12505, \"support_share\": 0.276591979827918, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 5521, \"support_share\": 0.12211629913074251, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 3522, \"support_share\": 0.07790139567804295, \"support_rank\": 4}, {\"value_label\": \"5\", \"support\": 1764, \"support_share\": 0.039017053371967, \"support_rank\": 5}, {\"value_label\": \"6\", \"support\": 1291, \"support_share\": 0.028554997677556346, \"support_rank\": 6}, {\"value_label\": \"7\", \"support\": 735, \"support_share\": 0.016257105571652917, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 540, \"support_share\": 0.01194399593019398, \"support_rank\": 8}, {\"value_label\": \"9\", \"support\": 327, \"support_share\": 0.0072327530910619095, \"support_rank\": 9}, {\"value_label\": \"10\", \"support\": 266, \"support_share\": 0.005883523921169627, \"support_rank\": 10}, {\"value_label\": \"11\", \"support\": 201, \"support_share\": 0.004445820707349981, \"support_rank\": 11}, {\"value_label\": \"12\", \"support\": 155, \"support_share\": 0.003428369202185309, \"support_rank\": 12}, {\"value_label\": \"13\", \"support\": 133, \"support_share\": 0.0029417619605848133, \"support_rank\": 13}, {\"value_label\": \"14\", \"support\": 93, \"support_share\": 0.002057021521311185, \"support_rank\": 14}, {\"value_label\": \"15\", \"support\": 84, \"support_share\": 0.001857954922474619, \"support_rank\": 15}, {\"value_label\": \"16\", \"support\": 79, \"support_share\": 0.0017473623675654155, \"support_rank\": 16}, {\"value_label\": \"17\", \"support\": 69, \"support_share\": 0.0015261772577470085, \"support_rank\": 17}, {\"value_label\": \"18\", \"support\": 51, \"support_share\": 0.001128044060073876, \"support_rank\": 18}, {\"value_label\": \"19\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 19}, {\"value_label\": \"20\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 20}, {\"value_label\": \"21\", \"support\": 35, \"support_share\": 0.0007741478843644246, \"support_rank\": 21}, {\"value_label\": \"22\", \"support\": 23, \"support_share\": 0.0005087257525823362, \"support_rank\": 22}, {\"value_label\": \"23\", \"support\": 22, \"support_share\": 0.0004866072416004955, \"support_rank\": 23}, {\"value_label\": \"25\", \"support\": 22, \"support_share\": 0.0004866072416004955, \"support_rank\": 24}, {\"value_label\": \"24\", \"support\": 20, \"support_share\": 0.00044237021963681403, \"support_rank\": 25}, {\"value_label\": \"28\", \"support\": 16, \"support_share\": 0.00035389617570945125, \"support_rank\": 26}, {\"value_label\": \"29\", \"support\": 16, \"support_share\": 0.00035389617570945125, \"support_rank\": 27}, {\"value_label\": \"26\", \"support\": 13, \"support_share\": 0.00028754064276392913, \"support_rank\": 28}, {\"value_label\": \"31\", \"support\": 12, \"support_share\": 0.0002654221317820884, \"support_rank\": 29}, {\"value_label\": \"27\", \"support\": 10, \"support_share\": 0.00022118510981840702, \"support_rank\": 30}, {\"value_label\": \"32\", \"support\": 9, \"support_share\": 0.00019906659883656632, \"support_rank\": 31}, {\"value_label\": \"30\", \"support\": 8, \"support_share\": 0.00017694808785472562, \"support_rank\": 32}, {\"value_label\": \"33\", \"support\": 6, \"support_share\": 0.0001327110658910442, \"support_rank\": 33}, {\"value_label\": \"34\", \"support\": 5, \"support_share\": 0.00011059255490920351, \"support_rank\": 34}, {\"value_label\": \"35\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 35}, {\"value_label\": \"36\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 36}, {\"value_label\": \"38\", \"support\": 3, \"support_share\": 6.63555329455221e-05, \"support_rank\": 37}, {\"value_label\": \"43\", \"support\": 3, \"support_share\": 6.63555329455221e-05, \"support_rank\": 38}, {\"value_label\": \"37\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 39}, {\"value_label\": \"41\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 40}, {\"value_label\": \"50\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 41}, {\"value_label\": \"39\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 42}, {\"value_label\": \"44\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 43}, {\"value_label\": \"46\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 44}, {\"value_label\": \"51\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 45}, {\"value_label\": \"55\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 46}, {\"value_label\": \"58\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 47}, {\"value_label\": \"63\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 48}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db4ab369ca65a9ffde838a48ab736e9b382d4e1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.954770+00:00", + "ended_at": "2026-05-04T07:37:06.984465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_143cd170c16deca8", + "problem_id": "v2p_m8_8f8c8bb7389ed894", + "dataset_id": "m8", + "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=campaign.", + "bindings": { + "group_col": "campaign" + }, + "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=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_c\\m8\\sql\\v2q_m8_143cd170c16deca8.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_c/m8/artifacts/v2q_m8_143cd170c16deca8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_143cd170c16deca8/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_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..154d30654d46a5c57870d704c50f1ce3f4ce78a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9040, "bytes_utf8": 9040, "lines": 300, "estimated_tokens": 2522}} +{"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": 99}, "usage": {"input_tokens": 22613, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6fd0341d68f9dec4959d784429ce3a4895c8450 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_14c5f1cf4008046a", + "api_calls": 0, + "input_tokens": 22613, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2522, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10543.67, + "sql_execution_elapsed_ms_total": 123.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_14c5f1cf4008046a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c520d2f6991631adc49a707492e9cdc82414801 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/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": "2026-05-04T07:01:24.786941+00:00", + "ended_at": "2026-05-04T07:01:35.330250+00:00", + "elapsed_ms": 10543.67, + "prompt_metrics": { + "chars": 9040, + "bytes_utf8": 9040, + "lines": 300, + "estimated_tokens": 2522 + }, + "stdout_metrics": { + "chars": 741, + "bytes_utf8": 741, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13157 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22613, + "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_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15b47ca0c5d572d86acf199f22702a6ba3fc746e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=pdays.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "campaign", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8baad84d12a342ae27aa2b4632baa699542507a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-ad44-7f22-bf10-1ecb4eb029a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"campaign\\\",\\n AVG(CAST(\\\"pdays\\\" AS REAL)) OVER (PARTITION BY \\\"campaign\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col bound to \\\"campaign\\\" and measure_col bound to \\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22613,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e089c3be3563e3307c269462356a290db052c73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"campaign\",\n AVG(CAST(\"pdays\" AS REAL)) OVER (PARTITION BY \"campaign\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col bound to \"campaign\" and measure_col bound to \"pdays\". Cast \"pdays\" 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_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23c412a09182f85781d9a3ca36e8da5971cdf41b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:25.022453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:27.391238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:34.397223Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08902cfb3dfb28ce9d58836ffd1c107a74d9fbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/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=campaign, measure_col=pdays. +Result preview: [{"campaign": "1", "avg_measure": 49.47868217054263}, {"campaign": "2", "avg_measure": 40.17728908436625}, {"campaign": "3", "avg_measure": 37.40916500633943}, {"campaign": "5", "avg_measure": 33.198412698412696}, {"campaign": "7", "avg_measure": 30.70204081632653}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59176fca24119dec952cd2b1bee28cd855503794 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_14c5f1cf4008046a +-- problem_id: v2p_m8_414be0e3de56ee4d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "campaign", + AVG(CAST("pdays" AS REAL)) OVER (PARTITION BY "campaign") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1e12128f70a1df6cfb9dbf3677fd6672c1194ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/query_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 \"campaign\",\n AVG(CAST(\"pdays\" AS REAL)) OVER (PARTITION BY \"campaign\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"campaign\\\",\\n AVG(CAST(\\\"pdays\\\" AS REAL)) OVER (PARTITION BY \\\"campaign\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"campaign\", \"avg_measure\"], \"rows\": [{\"campaign\": \"1\", \"avg_measure\": 49.47868217054263}, {\"campaign\": \"2\", \"avg_measure\": 40.17728908436625}, {\"campaign\": \"3\", \"avg_measure\": 37.40916500633943}, {\"campaign\": \"5\", \"avg_measure\": 33.198412698412696}, {\"campaign\": \"7\", \"avg_measure\": 30.70204081632653}, {\"campaign\": \"6\", \"avg_measure\": 28.243996901626645}, {\"campaign\": \"4\", \"avg_measure\": 27.52924474730267}, {\"campaign\": \"8\", \"avg_measure\": 23.901851851851852}, {\"campaign\": \"9\", \"avg_measure\": 17.65137614678899}, {\"campaign\": \"11\", \"avg_measure\": 17.46766169154229}, {\"campaign\": \"12\", \"avg_measure\": 12.006451612903225}, {\"campaign\": \"10\", \"avg_measure\": 6.447368421052632}, {\"campaign\": \"15\", \"avg_measure\": 2.119047619047619}, {\"campaign\": \"13\", \"avg_measure\": 1.9022556390977443}, {\"campaign\": \"16\", \"avg_measure\": 1.4430379746835442}, {\"campaign\": \"14\", \"avg_measure\": -0.34408602150537637}, {\"campaign\": \"17\", \"avg_measure\": -1.0}, {\"campaign\": \"18\", \"avg_measure\": -1.0}, {\"campaign\": \"19\", \"avg_measure\": -1.0}, {\"campaign\": \"20\", \"avg_measure\": -1.0}, {\"campaign\": \"21\", \"avg_measure\": -1.0}, {\"campaign\": \"22\", \"avg_measure\": -1.0}, {\"campaign\": \"23\", \"avg_measure\": -1.0}, {\"campaign\": \"24\", \"avg_measure\": -1.0}, {\"campaign\": \"25\", \"avg_measure\": -1.0}, {\"campaign\": \"26\", \"avg_measure\": -1.0}, {\"campaign\": \"27\", \"avg_measure\": -1.0}, {\"campaign\": \"28\", \"avg_measure\": -1.0}, {\"campaign\": \"29\", \"avg_measure\": -1.0}, {\"campaign\": \"30\", \"avg_measure\": -1.0}, {\"campaign\": \"31\", \"avg_measure\": -1.0}, {\"campaign\": \"32\", \"avg_measure\": -1.0}, {\"campaign\": \"33\", \"avg_measure\": -1.0}, {\"campaign\": \"34\", \"avg_measure\": -1.0}, {\"campaign\": \"35\", \"avg_measure\": -1.0}, {\"campaign\": \"36\", \"avg_measure\": -1.0}, {\"campaign\": \"37\", \"avg_measure\": -1.0}, {\"campaign\": \"38\", \"avg_measure\": -1.0}, {\"campaign\": \"39\", \"avg_measure\": -1.0}, {\"campaign\": \"41\", \"avg_measure\": -1.0}, {\"campaign\": \"43\", \"avg_measure\": -1.0}, {\"campaign\": \"44\", \"avg_measure\": -1.0}, {\"campaign\": \"46\", \"avg_measure\": -1.0}, {\"campaign\": \"50\", \"avg_measure\": -1.0}, {\"campaign\": \"51\", \"avg_measure\": -1.0}, {\"campaign\": \"55\", \"avg_measure\": -1.0}, {\"campaign\": \"58\", \"avg_measure\": -1.0}, {\"campaign\": \"63\", \"avg_measure\": -1.0}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 123.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d77e25d42065c3254f1170aebf587702fdfd510 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:01:24.775613+00:00", + "ended_at": "2026-05-04T07:01:35.487395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_14c5f1cf4008046a", + "problem_id": "v2p_m8_414be0e3de56ee4d", + "dataset_id": "m8", + "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=campaign, measure_col=pdays.", + "bindings": { + "group_col": "campaign", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_14c5f1cf4008046a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_14c5f1cf4008046a", + "api_calls": 0, + "input_tokens": 22613, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2522, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10543.67, + "sql_execution_elapsed_ms_total": 123.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_14c5f1cf4008046a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..981e28d02b59966e190d25ef51c031bbdd18cc20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_14c5f1cf4008046a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:35.348642+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10543.67, "started_at": "2026-05-04T07:01:24.786941+00:00", "ended_at": "2026-05-04T07:01:35.330250+00:00", "prompt_metrics": {"chars": 9040, "bytes_utf8": 9040, "lines": 300, "estimated_tokens": 2522}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22613, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:01:25.022453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:27.391238Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=month, condition_col=marital.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "month", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b2c0aeef734dddcb1dbf877f3d3da140f1b3773 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-6d73-71c0-988c-1b0ecc609e6b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"month\\\",\\n SUM(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"month\\\"\\n)\\nSELECT \\\"month\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"month\\\" and condition_col=\\\"marital\\\", using 'married' as the numerator condition and 'single' as the denominator condition. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22813,"cached_input_tokens":21888,"output_tokens":197}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce39a03529aab88305b7056601ff6f8f8b231dad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"month\",\n SUM(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"month\"\n)\nSELECT \"month\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template with group_col=\"month\" and condition_col=\"marital\", using 'married' as the numerator condition and 'single' as the denominator condition. 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_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a518b94ad38850dd6a6123d5fcaceed32025a04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:52.116815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:54.570746Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:03.090760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9a150d4b4653b7db983a34a88abc6651801c060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=month, condition_col=marital. +Result preview: [{"month": "aug", "condition_ratio": 2.697780678851175}, {"month": "nov", "condition_ratio": 2.677248677248677}, {"month": "jul", "condition_ratio": 2.602994011976048}, {"month": "jun", "condition_ratio": 2.4702823179791977}, {"month": "apr", "condition_ratio": 1.8997821350762527}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5dec0cfbfb8fa5ced5313f78381e6b3b16896ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_15069026aa309f65 +-- problem_id: v2p_m8_dc1351f7142391de +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "month", + SUM(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "month" +) +SELECT "month", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40838340a8ee025b65644ca47b71c4ade78db9d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"month\",\n SUM(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"month\"\n)\nSELECT \"month\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"month\\\",\\n SUM(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"month\\\"\\n)\\nSELECT \\\"month\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"month\", \"condition_ratio\"], \"rows\": [{\"month\": \"aug\", \"condition_ratio\": 2.697780678851175}, {\"month\": \"nov\", \"condition_ratio\": 2.677248677248677}, {\"month\": \"jul\", \"condition_ratio\": 2.602994011976048}, {\"month\": \"jun\", \"condition_ratio\": 2.4702823179791977}, {\"month\": \"apr\", \"condition_ratio\": 1.8997821350762527}, {\"month\": \"may\", \"condition_ratio\": 1.8779966769522904}, {\"month\": \"oct\", \"condition_ratio\": 1.7231404958677685}, {\"month\": \"dec\", \"condition_ratio\": 1.704225352112676}, {\"month\": \"sep\", \"condition_ratio\": 1.536231884057971}, {\"month\": \"feb\", \"condition_ratio\": 1.5356371490280778}, {\"month\": \"mar\", \"condition_ratio\": 1.3442622950819672}, {\"month\": \"jan\", \"condition_ratio\": 1.3016759776536313}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51f357360000aee7e85610798184d05117f246dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:57:51.768694+00:00", + "ended_at": "2026-05-04T06:58:03.996843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_15069026aa309f65", + "problem_id": "v2p_m8_dc1351f7142391de", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=month, condition_col=marital.", + "bindings": { + "group_col": "month", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_15069026aa309f65.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_15069026aa309f65", + "api_calls": 0, + "input_tokens": 22813, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2722, + "estimated_output_tokens": 183, + "estimated_total_tokens": 2905, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12157.5, + "sql_execution_elapsed_ms_total": 32.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_15069026aa309f65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d30d8ad4caea25f4613d0f22b9eae2a3156a04f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15069026aa309f65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:03.954048+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12157.5, "started_at": "2026-05-04T06:57:51.776282+00:00", "ended_at": "2026-05-04T06:58:03.930977+00:00", "prompt_metrics": {"chars": 9776, "bytes_utf8": 9776, "lines": 303, "estimated_tokens": 2722}, "response_metrics": {"chars": 725, "bytes_utf8": 725, "lines": 1, "estimated_tokens": 183}, "usage": {"input_tokens": 22813, "cached_input_tokens": 21888, "output_tokens": 197}, "stderr_preview": "2026-05-04T06:57:52.116815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:54.570746Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "month", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..697937a18593417f81aae38ef26d78236c58f3a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-c9dd-7253-8811-53a177d6aa18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"month\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=14. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92e384486e26608b10dc87a67c1bf8d6151504e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"month\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"month\", target_col=\"y\", target_value='yes', min_support=5, and top_k=14. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9256fddf8317a4758d4c746decbb101a40a8f98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:18.416598Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:20.887947Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:29.761412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52fd225ed382b8b36aa302e1beb20efa564a13e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, target_col=y. +Result preview: [{"month": "mar", "support": 477, "focus_rate": 0.519916142557652}, {"month": "dec", "support": 214, "focus_rate": 0.4672897196261682}, {"month": "sep", "support": 579, "focus_rate": 0.46459412780656306}, {"month": "oct", "support": 738, "focus_rate": 0.43766937669376693}, {"month": "apr", "support": 2932, "focus_rate": 0.19679399727148705}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..21091f24077b075246a0b8de332d60a924f07eca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_15a780d5aec1cade +-- problem_id: v2p_m8_b066b03626345ba4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "month", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dcea4ad58af063bf32a76116c04614ba2b0ea65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/query_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_target_rate_extremes_v2\nSELECT\n \"month\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"month\", \"support\", \"focus_rate\"], \"rows\": [{\"month\": \"mar\", \"support\": 477, \"focus_rate\": 0.519916142557652}, {\"month\": \"dec\", \"support\": 214, \"focus_rate\": 0.4672897196261682}, {\"month\": \"sep\", \"support\": 579, \"focus_rate\": 0.46459412780656306}, {\"month\": \"oct\", \"support\": 738, \"focus_rate\": 0.43766937669376693}, {\"month\": \"apr\", \"support\": 2932, \"focus_rate\": 0.19679399727148705}, {\"month\": \"feb\", \"support\": 2649, \"focus_rate\": 0.1664779161947905}, {\"month\": \"aug\", \"support\": 6247, \"focus_rate\": 0.11013286377461182}, {\"month\": \"jun\", \"support\": 5341, \"focus_rate\": 0.10222804718217562}, {\"month\": \"nov\", \"support\": 3970, \"focus_rate\": 0.10151133501259446}, {\"month\": \"jan\", \"support\": 1403, \"focus_rate\": 0.10121168923734854}, {\"month\": \"jul\", \"support\": 6895, \"focus_rate\": 0.09093546047860769}, {\"month\": \"may\", \"support\": 13766, \"focus_rate\": 0.06719453726572715}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c42e09b00d11c2524947d3f9cb439dcf337328b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:34:18.143596+00:00", + "ended_at": "2026-05-04T07:34:30.759165+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_15a780d5aec1cade", + "problem_id": "v2p_m8_b066b03626345ba4", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, target_col=y.", + "bindings": { + "group_col": "month", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=129" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "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_c\\m8\\sql\\v2q_m8_15a780d5aec1cade.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_15a780d5aec1cade", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12537.7, + "sql_execution_elapsed_ms_total": 40.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_15a780d5aec1cade\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9331ba10ab04451e9579887830c38a52dc3c821b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:30.713198+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12537.7, "started_at": "2026-05-04T07:34:18.150843+00:00", "ended_at": "2026-05-04T07:34:30.688468+00:00", "prompt_metrics": {"chars": 9278, "bytes_utf8": 9278, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:34:18.416598Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:20.887947Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"month\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=14. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5833961fac8645da25eec67fb995948e641f69e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15a780d5aec1cade/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_15a780d5aec1cade", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12537.7, + "sql_execution_elapsed_ms_total": 40.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_15a780d5aec1cade\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f6ff1c34a00a70baf703febb128f4ee08c90071 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 300, "estimated_tokens": 2520}} +{"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": 99}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..619c02b82bb48fc4212877b31af0338d69613071 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_15fdb82030568ad8", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22726, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12253.17, + "sql_execution_elapsed_ms_total": 127.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_15fdb82030568ad8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89f0ca3dfc42f4dd57587e7dab5ae67f977454eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/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": "2026-05-04T07:00:50.324931+00:00", + "ended_at": "2026-05-04T07:01:02.577904+00:00", + "elapsed_ms": 12253.17, + "prompt_metrics": { + "chars": 9036, + "bytes_utf8": 9036, + "lines": 300, + "estimated_tokens": 2520 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22611, + "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_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97b2be68c92cb33af73207dd9e3ff390327a7ef4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=duration.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "day", + "measure_col": "duration", + "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..811b1576cd8f2384fb80b17ed8928de501bde64e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-26c2-76a2-bf9c-171e787e7eab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"duration\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"day\\\" and measure_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1d7038b7a952a94c7fd81ec5825e83745fab739 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"day\",\n AVG(CAST(\"duration\" AS REAL)) OVER (PARTITION BY \"day\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"day\" and measure_col bound to \"duration\". Cast \"duration\" 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_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37ece6963aa83005878a47f21d06ec74682826a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:50.706582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:53.231097Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:01.848085Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bde0cd680e148c94b1ab13142965882bd3bcb8cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/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=day, measure_col=duration. +Result preview: [{"day": "16", "avg_measure": 296.43745583038867}, {"day": "10", "avg_measure": 286.26145038167937}, {"day": "1", "avg_measure": 281.16149068322983}, {"day": "24", "avg_measure": 281.07158836689035}, {"day": "30", "avg_measure": 276.92911877394636}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0212abce83d31ad697e559d0048947f1db8d76bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_15fdb82030568ad8 +-- problem_id: v2p_m8_9e6003c7eea79c78 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("duration" AS REAL)) OVER (PARTITION BY "day") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ca8a6c7c1b460d3fdb5df12f3c8b6c82f54deb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/query_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 \"day\",\n AVG(CAST(\"duration\" AS REAL)) OVER (PARTITION BY \"day\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"duration\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"day\", \"avg_measure\"], \"rows\": [{\"day\": \"16\", \"avg_measure\": 296.43745583038867}, {\"day\": \"10\", \"avg_measure\": 286.26145038167937}, {\"day\": \"1\", \"avg_measure\": 281.16149068322983}, {\"day\": \"24\", \"avg_measure\": 281.07158836689035}, {\"day\": \"30\", \"avg_measure\": 276.92911877394636}, {\"day\": \"17\", \"avg_measure\": 275.6766374419804}, {\"day\": \"13\", \"avg_measure\": 274.8006309148265}, {\"day\": \"15\", \"avg_measure\": 274.2877275396359}, {\"day\": \"3\", \"avg_measure\": 273.90361445783134}, {\"day\": \"23\", \"avg_measure\": 272.8871139510117}, {\"day\": \"7\", \"avg_measure\": 270.16345624656026}, {\"day\": \"5\", \"avg_measure\": 270.0303664921466}, {\"day\": \"12\", \"avg_measure\": 268.12227074235807}, {\"day\": \"14\", \"avg_measure\": 265.8262987012987}, {\"day\": \"22\", \"avg_measure\": 265.2475138121547}, {\"day\": \"19\", \"avg_measure\": 262.54923164484916}, {\"day\": \"4\", \"avg_measure\": 261.32387543252594}, {\"day\": \"6\", \"avg_measure\": 261.29813664596276}, {\"day\": \"21\", \"avg_measure\": 260.70483711747283}, {\"day\": \"11\", \"avg_measure\": 255.79716024340772}, {\"day\": \"8\", \"avg_measure\": 253.84364820846906}, {\"day\": \"25\", \"avg_measure\": 251.04404761904763}, {\"day\": \"9\", \"avg_measure\": 249.1467008327995}, {\"day\": \"2\", \"avg_measure\": 248.63959783449343}, {\"day\": \"18\", \"avg_measure\": 243.13648180242635}, {\"day\": \"29\", \"avg_measure\": 242.13065902578796}, {\"day\": \"26\", \"avg_measure\": 237.30531400966183}, {\"day\": \"20\", \"avg_measure\": 233.7485465116279}, {\"day\": \"27\", \"avg_measure\": 227.14808206958074}, {\"day\": \"28\", \"avg_measure\": 225.71475409836066}, {\"day\": \"31\", \"avg_measure\": 181.02954898911352}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 127.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8add2c1514f76c34e66611008392a4ddc0c4b718 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:00:50.316520+00:00", + "ended_at": "2026-05-04T07:01:02.734130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_15fdb82030568ad8", + "problem_id": "v2p_m8_9e6003c7eea79c78", + "dataset_id": "m8", + "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=day, measure_col=duration.", + "bindings": { + "group_col": "day", + "measure_col": "duration", + "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_15fdb82030568ad8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_15fdb82030568ad8", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22726, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12253.17, + "sql_execution_elapsed_ms_total": 127.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_15fdb82030568ad8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34ed157c74b78475e9979427ce7a6b3d8f60bada --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_15fdb82030568ad8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:02.596056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12253.17, "started_at": "2026-05-04T07:00:50.324931+00:00", "ended_at": "2026-05-04T07:01:02.577904+00:00", "prompt_metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:00:50.706582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:53.231097Z 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_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..546eb2e9abcfc5cdf3e6e81906945909983eaa9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/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_c\n-- sql_source_dataset_id: m8\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_m8_16eb49b1fb46d0f5\n-- problem_id: v2p_m8_fd4a86e8c13c1a0e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_16eb49b1fb46d0f5\\n-- problem_id: v2p_m8_fd4a86e8c13c1a0e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 1318.7888455918169}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 1516.2287157287158}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 1538.6633428300095}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 1653.8563922942208}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 1668.498599439776}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 1523.4684095860566}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 1392.0397111913358}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 1736.590243902439}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 1171.7441860465117}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 1718.9347826086957}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 1569.8358208955224}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 1498.7384615384615}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 1711.6136363636363}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 2032.1842105263158}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 850.25}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 1143.2105263157894}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 2099.133333333333}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 2218.230769230769}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 1750.7272727272727}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 2858.875}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 452.625}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 637.0}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 501.8333333333333}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 995.8}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 885.0}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d433d6c5393b730ee94bac0d26709214b083c443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:08.075284+00:00", + "ended_at": "2026-05-04T07:37:08.115372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_16eb49b1fb46d0f5", + "problem_id": "v2p_m8_fd4a86e8c13c1a0e", + "dataset_id": "m8", + "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=balance, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "balance", + "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_c\\m8\\sql\\v2q_m8_16eb49b1fb46d0f5.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_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_16eb49b1fb46d0f5/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_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4384780ca749b67f731229eca5bfbfb65fb2a8c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9088, "bytes_utf8": 9088, "lines": 300, "estimated_tokens": 2552}} +{"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": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d31898b8a125d0fe7cb700d46213c3620757e0c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_177e34c07e148b07", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11202.13, + "sql_execution_elapsed_ms_total": 38.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_177e34c07e148b07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0fde86e09220d25bff169842b0be10d9299e32c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/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": "2026-05-04T07:17:54.989489+00:00", + "ended_at": "2026-05-04T07:18:06.190448+00:00", + "elapsed_ms": 11202.13, + "prompt_metrics": { + "chars": 9088, + "bytes_utf8": 9088, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22641, + "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_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c4bdbef24e57115fdc63fa8ac719b48004224a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=job, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "job", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6396693feb7de64804e7f2ea107d06cd4aea7e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-c930-76b1-bf4e-b27d8f62e5cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"job\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2df5ccc19b0de2585aadcf7584f57db4c9cfcc13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"job\" and measure_col=\"age\". Cast \"age\" 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_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be79bbc34ead436b9060702c7f84fc7be8a0c202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:55.213969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:57.781357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:05.295047Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..844b16d8a21c78e0b2433fad0d1d981f4ff544ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=job, measure_col=age. +Result preview: [{"job": "admin.", "avg_measure": 39.28988590214659, "support": 5171}, {"job": "blue-collar", "avg_measure": 40.0440813810111, "support": 9732}, {"job": "entrepreneur", "avg_measure": 42.19098856758574, "support": 1487}, {"job": "housemaid", "avg_measure": 46.41532258064516, "support": 1240}, {"job": "management", "avg_measure": 40.44956650454642, "support": 9458}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6456f145a808d668468f62eb9b8cc21ed9d1e89f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_177e34c07e148b07 +-- problem_id: v2p_m8_b783d862535b07b0 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b531204fa64f3ec23a71f9802a62b11ec199aa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/query_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_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\", \"columns\": [\"job\", \"avg_measure\", \"support\"], \"rows\": [{\"job\": \"admin.\", \"avg_measure\": 39.28988590214659, \"support\": 5171}, {\"job\": \"blue-collar\", \"avg_measure\": 40.0440813810111, \"support\": 9732}, {\"job\": \"entrepreneur\", \"avg_measure\": 42.19098856758574, \"support\": 1487}, {\"job\": \"housemaid\", \"avg_measure\": 46.41532258064516, \"support\": 1240}, {\"job\": \"management\", \"avg_measure\": 40.44956650454642, \"support\": 9458}, {\"job\": \"retired\", \"avg_measure\": 61.62676678445229, \"support\": 2264}, {\"job\": \"self-employed\", \"avg_measure\": 40.48448385053832, \"support\": 1579}, {\"job\": \"services\", \"avg_measure\": 38.740250361097736, \"support\": 4154}, {\"job\": \"student\", \"avg_measure\": 26.542643923240938, \"support\": 938}, {\"job\": \"technician\", \"avg_measure\": 39.31459786757931, \"support\": 7597}, {\"job\": \"unemployed\", \"avg_measure\": 40.96162701458174, \"support\": 1303}, {\"job\": \"unknown\", \"avg_measure\": 47.59375, \"support\": 288}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eea570fbdd6ca6b79b82f6bdc4912e9804b0b890 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:17:54.974972+00:00", + "ended_at": "2026-05-04T07:18:06.304527+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_177e34c07e148b07", + "problem_id": "v2p_m8_b783d862535b07b0", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=job, measure_col=age.", + "bindings": { + "group_col": "job", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_177e34c07e148b07.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_177e34c07e148b07", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11202.13, + "sql_execution_elapsed_ms_total": 38.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_177e34c07e148b07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e03b2f6714d09f2853f6f87f21d971be1bf9263d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:06.211433+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11202.13, "started_at": "2026-05-04T07:17:54.989489+00:00", "ended_at": "2026-05-04T07:18:06.190448+00:00", "prompt_metrics": {"chars": 9088, "bytes_utf8": 9088, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:17:55.213969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:57.781357Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"job\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef27f11b21e4d06bba7b9e359d42682c26782089 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_177e34c07e148b07/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_177e34c07e148b07", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11202.13, + "sql_execution_elapsed_ms_total": 38.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_177e34c07e148b07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1c6d30bc4146bf47e05c0dd496da0ce84102ab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9280, "bytes_utf8": 9280, "lines": 301, "estimated_tokens": 2623}} +{"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": 129}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..663c63f505a451402264d1713a400b078800a800 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_18a477da14cc32c5", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 22857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12555.89, + "sql_execution_elapsed_ms_total": 30.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_18a477da14cc32c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea42a0f9a396da4a20172f8650c684196065a952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/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": "2026-05-04T07:32:35.378799+00:00", + "ended_at": "2026-05-04T07:32:47.932373+00:00", + "elapsed_ms": 12555.89, + "prompt_metrics": { + "chars": 9280, + "bytes_utf8": 9280, + "lines": 301, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 770, + "bytes_utf8": 770, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 145 + } + }, + "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_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8ccc62711a60c26c56ddf1f4485eff9b1be03a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "y", + "target_value": "yes", + "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\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37aac129527222111c3f2109910613f0d535eab3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-383a-7851-ad11-7c17a7b15a4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3bbddb673903f03fb9ef4f9be15a3cda5286a7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"housing\", target_col=\"y\", target_value='yes', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4f57402aa1441bbbd422c6f735dc97af6419563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:35.585652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:38.592957Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:47.174273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ee0272b0c0f0975677a28040b53157e91c8a7d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=y. +Result preview: [{"housing": "no", "support": 20081, "focus_rate": 0.1670235546038544}, {"housing": "yes", "support": 25130, "focus_rate": 0.07699960206923995}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..277ceb9d8ef64a6cadaf5794ef4ef3df1c6b793d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_18a477da14cc32c5 +-- problem_id: v2p_m8_5d51dd0fa10f0a14 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..784d551785c8bf31fc7aa4aa613e0271143e0730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/query_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_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"housing\", \"support\", \"focus_rate\"], \"rows\": [{\"housing\": \"no\", \"support\": 20081, \"focus_rate\": 0.1670235546038544}, {\"housing\": \"yes\", \"support\": 25130, \"focus_rate\": 0.07699960206923995}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42aa1b314c7b421be215e9ae471d256d16625864 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:32:35.370570+00:00", + "ended_at": "2026-05-04T07:32:47.992070+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_18a477da14cc32c5", + "problem_id": "v2p_m8_5d51dd0fa10f0a14", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=y.", + "bindings": { + "group_col": "housing", + "target_col": "y", + "target_value": "yes", + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_18a477da14cc32c5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_18a477da14cc32c5", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 22857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12555.89, + "sql_execution_elapsed_ms_total": 30.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_18a477da14cc32c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c5d68b9ef16289a755c65a12ad0f867b03a843f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:47.953103+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12555.89, "started_at": "2026-05-04T07:32:35.378799+00:00", "ended_at": "2026-05-04T07:32:47.932373+00:00", "prompt_metrics": {"chars": 9280, "bytes_utf8": 9280, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 145}, "stderr_preview": "2026-05-04T07:32:35.585652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:38.592957Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a99c8390988e4147f90e01aa05e3dfded5c8507e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_18a477da14cc32c5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_18a477da14cc32c5", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 22857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12555.89, + "sql_execution_elapsed_ms_total": 30.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_18a477da14cc32c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf2713231920044c4404d6ac8367864383511768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9100, "bytes_utf8": 9100, "lines": 300, "estimated_tokens": 2552}} +{"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": 108}, "usage": {"input_tokens": 22641, "cached_input_tokens": 19840, "output_tokens": 146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3028ee4fc7a6a6eda4ff535a7ecef7b739d6600b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_193d2dad3d36739d", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11508.04, + "sql_execution_elapsed_ms_total": 33.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_193d2dad3d36739d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c33ddcf8508830e2e24aad1d4356674ecb1583e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/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": "2026-05-04T07:18:51.027258+00:00", + "ended_at": "2026-05-04T07:19:02.536464+00:00", + "elapsed_ms": 11508.04, + "prompt_metrics": { + "chars": 9100, + "bytes_utf8": 9100, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22641, + "cached_input_tokens": 19840, + "output_tokens": 146 + } + }, + "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_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2651e7266412ed47cb72813d4231a299b8c67eeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=education, measure_col=day.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "education", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f170db223dbeb3f0557d0844bc04c73fc49d440d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-a427-7c73-8ec6-965fdb5b2cff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Used the requested template with group_col bound to \\\"education\\\" and measure_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL for a numeric SQLite average because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6229cc865ee98cefa6c742b0080a8bfca9c6011 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";","notes":"Used the requested template with group_col bound to \"education\" and measure_col bound to \"day\". Cast \"day\" to REAL for a numeric SQLite average because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b76dad5915a9cacdb7cee0d8dd4ca6f28f4250c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:51.341359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:53.840156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:01.796696Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aea1d71cc3c44f4bc10449ab351af633d66321d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=education, measure_col=day. +Result preview: [{"education": "primary", "avg_measure": 15.421398336009341, "support": 6851}, {"education": "secondary", "avg_measure": 15.759158693216103, "support": 23202}, {"education": "tertiary", "avg_measure": 16.086534847003986, "support": 13301}, {"education": "unknown", "avg_measure": 15.810985460420032, "support": 1857}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab2172c0c306220871482028bd2ec82dc91c3f5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_193d2dad3d36739d +-- problem_id: v2p_m8_4101f49748dd0ab9 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b441b7f8a21be9e755d2b05273849d41baa342c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/query_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_support_guarded_group_avg\nSELECT \"education\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) > 5\nORDER BY \"education\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"education\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"education\\\";\", \"columns\": [\"education\", \"avg_measure\", \"support\"], \"rows\": [{\"education\": \"primary\", \"avg_measure\": 15.421398336009341, \"support\": 6851}, {\"education\": \"secondary\", \"avg_measure\": 15.759158693216103, \"support\": 23202}, {\"education\": \"tertiary\", \"avg_measure\": 16.086534847003986, \"support\": 13301}, {\"education\": \"unknown\", \"avg_measure\": 15.810985460420032, \"support\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37bb9aae19757481d845d3c8380408e177fdb12f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:18:51.018815+00:00", + "ended_at": "2026-05-04T07:19:02.600112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_193d2dad3d36739d", + "problem_id": "v2p_m8_4101f49748dd0ab9", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=education, measure_col=day.", + "bindings": { + "group_col": "education", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_193d2dad3d36739d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_193d2dad3d36739d", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11508.04, + "sql_execution_elapsed_ms_total": 33.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_193d2dad3d36739d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8138cd966a7bbcbb3fcab63b6684634fa720a69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:02.555330+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11508.04, "started_at": "2026-05-04T07:18:51.027258+00:00", "ended_at": "2026-05-04T07:19:02.536464+00:00", "prompt_metrics": {"chars": 9100, "bytes_utf8": 9100, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22641, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:18:51.341359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:53.840156Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"education\\\";\",\"notes\":\"Used the requested template with group_col bound to \\\"education\\\" and measure_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL for a numeric SQLite average because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9a90214a0d24ae4368545ed5f3d235cfecdd2ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_193d2dad3d36739d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_193d2dad3d36739d", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11508.04, + "sql_execution_elapsed_ms_total": 33.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_193d2dad3d36739d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7301d4377552b10181e55107e7f75822958a491 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 300, "estimated_tokens": 2521}} +{"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": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22612, "cached_input_tokens": 21888, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..102042102dbba6a1e6f0fc729390c4a60a740314 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1d20a5f5bbec8342", + "api_calls": 0, + "input_tokens": 22612, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2521, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2623, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12507.22, + "sql_execution_elapsed_ms_total": 124.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_1d20a5f5bbec8342\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e46e0cc78ef45957a4bd0f41519936cd8a77ac6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/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": "2026-05-04T07:02:09.999707+00:00", + "ended_at": "2026-05-04T07:02:22.508655+00:00", + "elapsed_ms": 12507.22, + "prompt_metrics": { + "chars": 9036, + "bytes_utf8": 9036, + "lines": 300, + "estimated_tokens": 2521 + }, + "stdout_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 433, + "bytes_utf8": 433, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22612, + "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_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..023adc166f5c62b4930b9b42e0bf7e15832f3598 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "previous", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a658be8bf8131b0a02c9fe64cc42d2cd4a1bfe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-5e1b-77f2-8c7a-d916b1bb096a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"previous\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"previous\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"previous\\\" and measure_col bound to \\\"age\\\". CAST(\\\"age\\\" AS REAL) is needed because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22612,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53d5531beb74831044c2958aba7d89abe8b5ce55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"previous\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"previous\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"previous\" and measure_col bound to \"age\". CAST(\"age\" AS 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_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d04269a9f3bf9d39c6b7af3d6ae5190bbfdfbd0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:10.325137Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:12.704932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:21.824765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5608fa1cc367de80f76652502379968556fb017 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/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=previous, measure_col=age. +Result preview: [{"previous": "58", "avg_measure": 46.0}, {"previous": "18", "avg_measure": 44.166666666666664}, {"previous": "32", "avg_measure": 44.0}, {"previous": "38", "avg_measure": 44.0}, {"previous": "16", "avg_measure": 43.92307692307692}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..862d8c66032b166284a43aa3137d86cfa6cc9231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_1d20a5f5bbec8342 +-- problem_id: v2p_m8_fe0c85accfaed212 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "previous", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "previous") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da9f2478318e2a5b0b55f28a2baea25dcab19704 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/query_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 \"previous\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"previous\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"previous\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"previous\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"previous\", \"avg_measure\"], \"rows\": [{\"previous\": \"58\", \"avg_measure\": 46.0}, {\"previous\": \"18\", \"avg_measure\": 44.166666666666664}, {\"previous\": \"32\", \"avg_measure\": 44.0}, {\"previous\": \"38\", \"avg_measure\": 44.0}, {\"previous\": \"16\", \"avg_measure\": 43.92307692307692}, {\"previous\": \"11\", \"avg_measure\": 42.98461538461538}, {\"previous\": \"12\", \"avg_measure\": 42.90909090909091}, {\"previous\": \"7\", \"avg_measure\": 42.34146341463415}, {\"previous\": \"3\", \"avg_measure\": 41.8922942206655}, {\"previous\": \"5\", \"avg_measure\": 41.52069716775599}, {\"previous\": \"9\", \"avg_measure\": 41.43478260869565}, {\"previous\": \"8\", \"avg_measure\": 41.4031007751938}, {\"previous\": \"6\", \"avg_measure\": 41.27797833935018}, {\"previous\": \"13\", \"avg_measure\": 41.026315789473685}, {\"previous\": \"0\", \"avg_measure\": 40.93242950695459}, {\"previous\": \"19\", \"avg_measure\": 40.90909090909091}, {\"previous\": \"20\", \"avg_measure\": 40.875}, {\"previous\": \"2\", \"avg_measure\": 40.81813865147198}, {\"previous\": \"15\", \"avg_measure\": 40.6}, {\"previous\": \"4\", \"avg_measure\": 40.54621848739496}, {\"previous\": \"1\", \"avg_measure\": 40.523809523809526}, {\"previous\": \"10\", \"avg_measure\": 40.507462686567166}, {\"previous\": \"23\", \"avg_measure\": 40.125}, {\"previous\": \"275\", \"avg_measure\": 40.0}, {\"previous\": \"24\", \"avg_measure\": 39.2}, {\"previous\": \"37\", \"avg_measure\": 39.0}, {\"previous\": \"17\", \"avg_measure\": 38.46666666666667}, {\"previous\": \"14\", \"avg_measure\": 37.73684210526316}, {\"previous\": \"27\", \"avg_measure\": 37.2}, {\"previous\": \"21\", \"avg_measure\": 37.0}, {\"previous\": \"25\", \"avg_measure\": 37.0}, {\"previous\": \"30\", \"avg_measure\": 37.0}, {\"previous\": \"55\", \"avg_measure\": 37.0}, {\"previous\": \"22\", \"avg_measure\": 36.666666666666664}, {\"previous\": \"29\", \"avg_measure\": 36.25}, {\"previous\": \"28\", \"avg_measure\": 35.0}, {\"previous\": \"40\", \"avg_measure\": 35.0}, {\"previous\": \"26\", \"avg_measure\": 33.0}, {\"previous\": \"51\", \"avg_measure\": 31.0}, {\"previous\": \"35\", \"avg_measure\": 28.0}, {\"previous\": \"41\", \"avg_measure\": 27.0}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 124.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63b7c5c7bfcb8ecc39d0d9dc0ea16f1f7e7d616c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:02:09.991320+00:00", + "ended_at": "2026-05-04T07:02:22.657588+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1d20a5f5bbec8342", + "problem_id": "v2p_m8_fe0c85accfaed212", + "dataset_id": "m8", + "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=previous, measure_col=age.", + "bindings": { + "group_col": "previous", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_1d20a5f5bbec8342.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1d20a5f5bbec8342", + "api_calls": 0, + "input_tokens": 22612, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2521, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2623, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12507.22, + "sql_execution_elapsed_ms_total": 124.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_1d20a5f5bbec8342\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32225973b91af46cf4b0f269c1bc77cdcd08a019 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d20a5f5bbec8342/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:22.526109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12507.22, "started_at": "2026-05-04T07:02:09.999707+00:00", "ended_at": "2026-05-04T07:02:22.508655+00:00", "prompt_metrics": {"chars": 9036, "bytes_utf8": 9036, "lines": 300, "estimated_tokens": 2521}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22612, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:02:10.325137Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:12.704932Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=loan, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..311344adee836e0cd808382fd7386614b58c894c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-7d39-75d3-8c28-f7a41a6f864f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"loan\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the requested Two-Axis Target Rate Surface template with group_col=\\\"age\\\", group_col_2=\\\"loan\\\", and target_col=\\\"y\\\", computing the within-group proportion of rows where \\\"y\\\" = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb2fcc00ca8bd6c6258d742d116f3f55348ce074 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"loan\"\nORDER BY \"target_rate\" DESC;","notes":"Used the requested Two-Axis Target Rate Surface template with group_col=\"age\", group_col_2=\"loan\", and target_col=\"y\", computing the within-group proportion of rows where \"y\" = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7338fca847e4af32e61b51b0a505edb2581a9869 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:28.406732Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:30.813227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:41.224095Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e86d3d6aadd901b0558cd943585cfd101e26cf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=loan, target_col=y. +Result preview: [{"age": "65", "loan": "yes", "target_rate": 1.0}, {"age": "66", "loan": "yes", "target_rate": 1.0}, {"age": "90", "loan": "no", "target_rate": 1.0}, {"age": "92", "loan": "no", "target_rate": 1.0}, {"age": "93", "loan": "no", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d1a54946abe3f1945ade486c49d66668b29bb32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_1d4905ea39ff85fa +-- problem_id: v2p_m8_a3b312cdc3aadee7 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "loan" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cb01a2b58c330d9191cae001797904500a633a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/query_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_two_dim_target_rate\nSELECT \"age\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"loan\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"loan\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"loan\", \"target_rate\"], \"rows\": [{\"age\": \"65\", \"loan\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"66\", \"loan\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"90\", \"loan\": \"no\", \"target_rate\": 1.0}, {\"age\": \"92\", \"loan\": \"no\", \"target_rate\": 1.0}, {\"age\": \"93\", \"loan\": \"no\", \"target_rate\": 1.0}, {\"age\": \"85\", \"loan\": \"no\", \"target_rate\": 0.8}, {\"age\": \"87\", \"loan\": \"no\", \"target_rate\": 0.75}, {\"age\": \"18\", \"loan\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"68\", \"loan\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"84\", \"loan\": \"no\", \"target_rate\": 0.5555555555555556}, {\"age\": \"73\", \"loan\": \"no\", \"target_rate\": 0.5454545454545454}, {\"age\": \"72\", \"loan\": \"yes\", \"target_rate\": 0.5}, {\"age\": \"76\", \"loan\": \"no\", \"target_rate\": 0.5}, {\"age\": \"77\", \"loan\": \"no\", \"target_rate\": 0.5}, {\"age\": \"95\", \"loan\": \"no\", \"target_rate\": 0.5}, {\"age\": \"62\", \"loan\": \"no\", \"target_rate\": 0.4935064935064935}, {\"age\": \"64\", \"loan\": \"no\", \"target_rate\": 0.4794520547945205}, {\"age\": \"71\", \"loan\": \"no\", \"target_rate\": 0.4716981132075472}, {\"age\": \"78\", \"loan\": \"no\", \"target_rate\": 0.4666666666666667}, {\"age\": \"72\", \"loan\": \"no\", \"target_rate\": 0.46}, {\"age\": \"86\", \"loan\": \"no\", \"target_rate\": 0.4444444444444444}, {\"age\": \"67\", \"loan\": \"no\", \"target_rate\": 0.42592592592592593}, {\"age\": \"82\", \"loan\": \"no\", \"target_rate\": 0.42105263157894735}, {\"age\": \"61\", \"loan\": \"no\", \"target_rate\": 0.40441176470588236}, {\"age\": \"79\", \"loan\": \"no\", \"target_rate\": 0.4}, {\"age\": \"63\", \"loan\": \"no\", \"target_rate\": 0.38961038961038963}, {\"age\": \"80\", \"loan\": \"no\", \"target_rate\": 0.3870967741935484}, {\"age\": \"69\", \"loan\": \"no\", \"target_rate\": 0.38636363636363635}, {\"age\": \"75\", \"loan\": \"no\", \"target_rate\": 0.38461538461538464}, {\"age\": \"66\", \"loan\": \"no\", \"target_rate\": 0.3709677419354839}, {\"age\": \"81\", \"loan\": \"no\", \"target_rate\": 0.35294117647058826}, {\"age\": \"74\", \"loan\": \"no\", \"target_rate\": 0.35135135135135137}, {\"age\": \"65\", \"loan\": \"no\", \"target_rate\": 0.3448275862068966}, {\"age\": \"62\", \"loan\": \"yes\", \"target_rate\": 0.3333333333333333}, {\"age\": \"20\", \"loan\": \"no\", \"target_rate\": 0.3191489361702128}, {\"age\": \"22\", \"loan\": \"no\", \"target_rate\": 0.3162393162393162}, {\"age\": \"19\", \"loan\": \"no\", \"target_rate\": 0.3142857142857143}, {\"age\": \"21\", \"loan\": \"no\", \"target_rate\": 0.29577464788732394}, {\"age\": \"83\", \"loan\": \"no\", \"target_rate\": 0.2727272727272727}, {\"age\": \"70\", \"loan\": \"no\", \"target_rate\": 0.2537313432835821}, {\"age\": \"22\", \"loan\": \"yes\", \"target_rate\": 0.25}, {\"age\": \"24\", \"loan\": \"no\", \"target_rate\": 0.23863636363636365}, {\"age\": \"23\", \"loan\": \"no\", \"target_rate\": 0.23497267759562843}, {\"age\": \"25\", \"loan\": \"no\", \"target_rate\": 0.2266355140186916}, {\"age\": \"61\", \"loan\": \"yes\", \"target_rate\": 0.18181818181818182}, {\"age\": \"60\", \"loan\": \"no\", \"target_rate\": 0.18093385214007782}, {\"age\": \"26\", \"loan\": \"no\", \"target_rate\": 0.18012422360248448}, {\"age\": \"27\", \"loan\": \"no\", \"target_rate\": 0.1765498652291105}, {\"age\": \"28\", \"loan\": \"no\", \"target_rate\": 0.17391304347826086}, {\"age\": \"25\", \"loan\": \"yes\", \"target_rate\": 0.16161616161616163}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 58.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fb93c8d488ec2a90e1418be2521a16fdbafd110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:52:28.203933+00:00", + "ended_at": "2026-05-04T06:52:42.085334+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1d4905ea39ff85fa", + "problem_id": "v2p_m8_a3b312cdc3aadee7", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=loan, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_1d4905ea39ff85fa.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_1d4905ea39ff85fa", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22862, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13788.26, + "sql_execution_elapsed_ms_total": 58.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_1d4905ea39ff85fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8378361036ccb5900374ddf6ebee2532a432b7b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1d4905ea39ff85fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:42.019112+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13788.26, "started_at": "2026-05-04T06:52:28.211374+00:00", "ended_at": "2026-05-04T06:52:41.999763+00:00", "prompt_metrics": {"chars": 9231, "bytes_utf8": 9231, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T06:52:28.406732Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:30.813227Z 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_c/m8/artifacts/v2q_m8_1de98a0254a64e85/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4015527a471838ef4e109fc16614ecb60d6781d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/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_c\n-- sql_source_dataset_id: m8\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_m8_1de98a0254a64e85\n-- problem_id: v2p_m8_bd731c3ee0dc0015\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"balance\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"balance\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_1de98a0254a64e85\\n-- problem_id: v2p_m8_bd731c3ee0dc0015\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"balance\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"balance\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"balance\", \"support\", \"avg_response\"], \"rows\": [{\"balance\": \"0\", \"support\": 3514, \"avg_response\": 16.32185543540125}, {\"balance\": \"1\", \"support\": 195, \"avg_response\": 15.507692307692308}, {\"balance\": \"2\", \"support\": 156, \"avg_response\": 15.474358974358974}, {\"balance\": \"4\", \"support\": 139, \"avg_response\": 15.827338129496402}, {\"balance\": \"3\", \"support\": 134, \"avg_response\": 15.23134328358209}, {\"balance\": \"5\", \"support\": 113, \"avg_response\": 16.504424778761063}, {\"balance\": \"6\", \"support\": 88, \"avg_response\": 15.670454545454545}, {\"balance\": \"8\", \"support\": 81, \"avg_response\": 16.691358024691358}, {\"balance\": \"23\", \"support\": 75, \"avg_response\": 17.2}, {\"balance\": \"7\", \"support\": 69, \"avg_response\": 17.08695652173913}, {\"balance\": \"10\", \"support\": 69, \"avg_response\": 15.231884057971014}, {\"balance\": \"11\", \"support\": 65, \"avg_response\": 16.4}, {\"balance\": \"25\", \"support\": 63, \"avg_response\": 14.714285714285714}, {\"balance\": \"20\", \"support\": 62, \"avg_response\": 15.0}, {\"balance\": \"19\", \"support\": 60, \"avg_response\": 15.616666666666667}, {\"balance\": \"49\", \"support\": 59, \"avg_response\": 16.83050847457627}, {\"balance\": \"15\", \"support\": 59, \"avg_response\": 16.1864406779661}, {\"balance\": \"21\", \"support\": 59, \"avg_response\": 15.711864406779661}, {\"balance\": \"47\", \"support\": 59, \"avg_response\": 15.033898305084746}, {\"balance\": \"33\", \"support\": 58, \"avg_response\": 16.896551724137932}, {\"balance\": \"13\", \"support\": 57, \"avg_response\": 15.070175438596491}, {\"balance\": \"16\", \"support\": 56, \"avg_response\": 15.803571428571429}, {\"balance\": \"53\", \"support\": 56, \"avg_response\": 15.303571428571429}, {\"balance\": \"24\", \"support\": 55, \"avg_response\": 16.945454545454545}, {\"balance\": \"79\", \"support\": 55, \"avg_response\": 15.945454545454545}, {\"balance\": \"9\", \"support\": 54, \"avg_response\": 16.555555555555557}, {\"balance\": \"91\", \"support\": 54, \"avg_response\": 15.981481481481481}, {\"balance\": \"145\", \"support\": 54, \"avg_response\": 14.75925925925926}, {\"balance\": \"46\", \"support\": 54, \"avg_response\": 14.092592592592593}, {\"balance\": \"18\", \"support\": 53, \"avg_response\": 17.69811320754717}, {\"balance\": \"14\", \"support\": 53, \"avg_response\": 16.18867924528302}, {\"balance\": \"94\", \"support\": 52, \"avg_response\": 16.903846153846153}, {\"balance\": \"12\", \"support\": 52, \"avg_response\": 16.865384615384617}, {\"balance\": \"31\", \"support\": 52, \"avg_response\": 16.192307692307693}, {\"balance\": \"96\", \"support\": 52, \"avg_response\": 16.057692307692307}, {\"balance\": \"61\", \"support\": 52, \"avg_response\": 15.423076923076923}, {\"balance\": \"99\", \"support\": 51, \"avg_response\": 16.666666666666668}, {\"balance\": \"17\", \"support\": 51, \"avg_response\": 15.96078431372549}, {\"balance\": \"223\", \"support\": 51, \"avg_response\": 14.431372549019608}, {\"balance\": \"36\", \"support\": 50, \"avg_response\": 17.84}, {\"balance\": \"35\", \"support\": 50, \"avg_response\": 17.26}, {\"balance\": \"-1\", \"support\": 50, \"avg_response\": 16.46}, {\"balance\": \"105\", \"support\": 50, \"avg_response\": 16.32}, {\"balance\": \"26\", \"support\": 50, \"avg_response\": 15.64}, {\"balance\": \"43\", \"support\": 50, \"avg_response\": 15.38}, {\"balance\": \"28\", \"support\": 50, \"avg_response\": 15.16}, {\"balance\": \"66\", \"support\": 49, \"avg_response\": 13.959183673469388}, {\"balance\": \"71\", \"support\": 48, \"avg_response\": 16.270833333333332}, {\"balance\": \"50\", \"support\": 48, \"avg_response\": 16.020833333333332}, {\"balance\": \"54\", \"support\": 48, \"avg_response\": 15.895833333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63a930e154d2b3c3e2da8d0701d29964821c75a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.311055+00:00", + "ended_at": "2026-05-04T07:37:07.364363+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_1de98a0254a64e85", + "problem_id": "v2p_m8_bd731c3ee0dc0015", + "dataset_id": "m8", + "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=day, key_col=balance.", + "bindings": { + "key_col": "balance", + "measure_col": "day", + "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_c\\m8\\sql\\v2q_m8_1de98a0254a64e85.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_c/m8/artifacts/v2q_m8_1de98a0254a64e85/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_1de98a0254a64e85/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_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..031ecc52acbb75b357b7ff47f250d41b33c3830b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9458, "bytes_utf8": 9458, "lines": 305, "estimated_tokens": 2625}} +{"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": 1706, "bytes_utf8": 1706, "lines": 1, "estimated_tokens": 576}, "usage": {"input_tokens": 22716, "cached_input_tokens": 19840, "output_tokens": 655}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5a7c1dfaf976c080cb1046ad89bb113fef3ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_20badb6bdd2e6d2c", + "api_calls": 0, + "input_tokens": 22716, + "cached_input_tokens": 19840, + "output_tokens": 655, + "total_tokens": 23371, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 576, + "estimated_total_tokens": 3201, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20854.0, + "sql_execution_elapsed_ms_total": 180.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_20badb6bdd2e6d2c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2c40252e413df46270efd630ada4daff0879519 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/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": "2026-05-04T07:08:43.611077+00:00", + "ended_at": "2026-05-04T07:09:04.464773+00:00", + "elapsed_ms": 20854.0, + "prompt_metrics": { + "chars": 9458, + "bytes_utf8": 9458, + "lines": 305, + "estimated_tokens": 2625 + }, + "stdout_metrics": { + "chars": 2307, + "bytes_utf8": 2307, + "lines": 4, + "estimated_tokens": 863 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1706, + "bytes_utf8": 1706, + "lines": 1, + "estimated_tokens": 576 + }, + "usage": { + "input_tokens": 22716, + "cached_input_tokens": 19840, + "output_tokens": 655 + } + }, + "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_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18460ac81dcc528de67bc7c8470dcb1f6e276822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=age, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "pdays", + "measure_col": "age", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b724d97e045b067a607e9923b8d6989fe1bc80b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-5f97-7563-a0cb-83447532feb6"} +{"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 \\\"pdays\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'married'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"pdays\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo_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 \\\"hi_rn\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n b.\\\"pdays\\\",\\n CASE\\n WHEN b.\\\"lo_rn\\\" = b.\\\"hi_rn\\\" THEN MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_num\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_num\\\" END) +\\n (b.\\\"pos\\\" - b.\\\"lo_rn\\\") * (\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"age_num\\\" END) -\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_num\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ranked\\\" AS r\\n ON r.\\\"pdays\\\" = b.\\\"pdays\\\"\\nGROUP BY b.\\\"pdays\\\", b.\\\"pos\\\", b.\\\"lo_rn\\\", b.\\\"hi_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles with \\\"pdays\\\" as group, \\\"age\\\" as measure, and \\\"marital\\\"='married' as the condition. Replaced unsupported SQLite PERCENTILE_CONT with a SQLite-compatible 95th-percentile interpolation over CAST(\\\"age\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22716,"cached_input_tokens":19840,"output_tokens":655}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc0b2ef4583b73d2fb199300c1e1522540e830be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"marital\" = 'married'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"pdays\",\n (0.95 * (\"cnt\" - 1) + 1.0) AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"pdays\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"pdays\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lo_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 \"hi_rn\"\n FROM \"pos\"\n)\nSELECT\n b.\"pdays\",\n CASE\n WHEN b.\"lo_rn\" = b.\"hi_rn\" THEN MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_num\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_num\" END) +\n (b.\"pos\" - b.\"lo_rn\") * (\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"age_num\" END) -\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_num\" END)\n )\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS b\nJOIN \"ranked\" AS r\n ON r.\"pdays\" = b.\"pdays\"\nGROUP BY b.\"pdays\", b.\"pos\", b.\"lo_rn\", b.\"hi_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles with \"pdays\" as group, \"age\" as measure, and \"marital\"='married' as the condition. Replaced unsupported SQLite PERCENTILE_CONT with a SQLite-compatible 95th-percentile interpolation over CAST(\"age\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..047540a17e1c8db9758272a563b8f2fb67ad048f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:43.908906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:46.272885Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:03.818630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dedeef9f93f5828362c38444f548ca3e95fd46f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/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=pdays, measure_col=age, condition_col=marital. +Result preview: [{"pdays": "13", "conditional_percentile": 87.74999999999999}, {"pdays": "393", "conditional_percentile": 80.0}, {"pdays": "180", "conditional_percentile": 79.75}, {"pdays": "62", "conditional_percentile": 79.54999999999998}, {"pdays": "93", "conditional_percentile": 78.64999999999998}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..41321387ce171cd3f32c5353b567b139689539dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/generated_sql.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_20badb6bdd2e6d2c +-- problem_id: v2p_m8_678cd151580cccc0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "marital" = 'married' +), +"ranked" AS ( + SELECT + "pdays", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "pdays", + (0.95 * ("cnt" - 1) + 1.0) AS "pos" + FROM "ranked" + GROUP BY "pdays", "cnt" +), +"bounds" AS ( + SELECT + "pdays", + "pos", + CAST("pos" AS INTEGER) AS "lo_rn", + CASE + WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END AS "hi_rn" + FROM "pos" +) +SELECT + b."pdays", + CASE + WHEN b."lo_rn" = b."hi_rn" THEN MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_num" END) + ELSE + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_num" END) + + (b."pos" - b."lo_rn") * ( + MAX(CASE WHEN r."rn" = b."hi_rn" THEN r."age_num" END) - + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_num" END) + ) + END AS "conditional_percentile" +FROM "bounds" AS b +JOIN "ranked" AS r + ON r."pdays" = b."pdays" +GROUP BY b."pdays", b."pos", b."lo_rn", b."hi_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1dd713b2a3fbf4da5647a31a29954822d9b154c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/query_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 \"pdays\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"marital\" = 'married'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"pdays\",\n (0.95 * (\"cnt\" - 1) + 1.0) AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"pdays\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"pdays\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lo_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 \"hi_rn\"\n FROM \"pos\"\n)\nSELECT\n b.\"pdays\",\n CASE\n WHEN b.\"lo_rn\" = b.\"hi_rn\" THEN MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_num\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_num\" END) +\n (b.\"pos\" - b.\"lo_rn\") * (\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"age_num\" END) -\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_num\" END)\n )\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS b\nJOIN \"ranked\" AS r\n ON r.\"pdays\" = b.\"pdays\"\nGROUP BY b.\"pdays\", b.\"pos\", b.\"lo_rn\", b.\"hi_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'married'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"pdays\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo_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 \\\"hi_rn\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n b.\\\"pdays\\\",\\n CASE\\n WHEN b.\\\"lo_rn\\\" = b.\\\"hi_rn\\\" THEN MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_num\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_num\\\" END) +\\n (b.\\\"pos\\\" - b.\\\"lo_rn\\\") * (\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"age_num\\\" END) -\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_num\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ranked\\\" AS r\\n ON r.\\\"pdays\\\" = b.\\\"pdays\\\"\\nGROUP BY b.\\\"pdays\\\", b.\\\"pos\\\", b.\\\"lo_rn\\\", b.\\\"hi_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"pdays\", \"conditional_percentile\"], \"rows\": [{\"pdays\": \"13\", \"conditional_percentile\": 87.74999999999999}, {\"pdays\": \"393\", \"conditional_percentile\": 80.0}, {\"pdays\": \"180\", \"conditional_percentile\": 79.75}, {\"pdays\": \"62\", \"conditional_percentile\": 79.54999999999998}, {\"pdays\": \"93\", \"conditional_percentile\": 78.64999999999998}, {\"pdays\": \"64\", \"conditional_percentile\": 78.4}, {\"pdays\": \"313\", \"conditional_percentile\": 78.14999999999998}, {\"pdays\": \"118\", \"conditional_percentile\": 77.25}, {\"pdays\": \"89\", \"conditional_percentile\": 77.25}, {\"pdays\": \"94\", \"conditional_percentile\": 77.0}, {\"pdays\": \"92\", \"conditional_percentile\": 76.85}, {\"pdays\": \"53\", \"conditional_percentile\": 76.6}, {\"pdays\": \"91\", \"conditional_percentile\": 76.6}, {\"pdays\": \"95\", \"conditional_percentile\": 76.0}, {\"pdays\": \"181\", \"conditional_percentile\": 75.9}, {\"pdays\": \"276\", \"conditional_percentile\": 75.8}, {\"pdays\": \"48\", \"conditional_percentile\": 75.4}, {\"pdays\": \"183\", \"conditional_percentile\": 75.0}, {\"pdays\": \"107\", \"conditional_percentile\": 74.49999999999999}, {\"pdays\": \"60\", \"conditional_percentile\": 74.44999999999999}, {\"pdays\": \"185\", \"conditional_percentile\": 74.0}, {\"pdays\": \"190\", \"conditional_percentile\": 73.6}, {\"pdays\": \"90\", \"conditional_percentile\": 73.6}, {\"pdays\": \"187\", \"conditional_percentile\": 73.19999999999999}, {\"pdays\": \"182\", \"conditional_percentile\": 73.0}, {\"pdays\": \"97\", \"conditional_percentile\": 73.0}, {\"pdays\": \"275\", \"conditional_percentile\": 72.69999999999999}, {\"pdays\": \"277\", \"conditional_percentile\": 72.6}, {\"pdays\": \"126\", \"conditional_percentile\": 72.5}, {\"pdays\": \"184\", \"conditional_percentile\": 72.0}, {\"pdays\": \"191\", \"conditional_percentile\": 72.0}, {\"pdays\": \"192\", \"conditional_percentile\": 72.0}, {\"pdays\": \"65\", \"conditional_percentile\": 72.0}, {\"pdays\": \"1\", \"conditional_percentile\": 71.99999999999999}, {\"pdays\": \"101\", \"conditional_percentile\": 71.99999999999997}, {\"pdays\": \"133\", \"conditional_percentile\": 71.5}, {\"pdays\": \"189\", \"conditional_percentile\": 71.0}, {\"pdays\": \"268\", \"conditional_percentile\": 71.0}, {\"pdays\": \"57\", \"conditional_percentile\": 70.8}, {\"pdays\": \"79\", \"conditional_percentile\": 70.6}, {\"pdays\": \"71\", \"conditional_percentile\": 70.4}, {\"pdays\": \"140\", \"conditional_percentile\": 70.39999999999998}, {\"pdays\": \"86\", \"conditional_percentile\": 69.5}, {\"pdays\": \"82\", \"conditional_percentile\": 69.44999999999999}, {\"pdays\": \"159\", \"conditional_percentile\": 69.39999999999999}, {\"pdays\": \"186\", \"conditional_percentile\": 68.89999999999999}, {\"pdays\": \"104\", \"conditional_percentile\": 68.79999999999997}, {\"pdays\": \"40\", \"conditional_percentile\": 68.64999999999999}, {\"pdays\": \"274\", \"conditional_percentile\": 68.39999999999998}, {\"pdays\": \"28\", \"conditional_percentile\": 68.19999999999999}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 180.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99d583ab43c0c6eb4311f7e99b3b44806c6c1804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:08:43.602798+00:00", + "ended_at": "2026-05-04T07:09:04.685933+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_20badb6bdd2e6d2c", + "problem_id": "v2p_m8_678cd151580cccc0", + "dataset_id": "m8", + "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=pdays, measure_col=age, condition_col=marital.", + "bindings": { + "group_col": "pdays", + "measure_col": "age", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_20badb6bdd2e6d2c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_20badb6bdd2e6d2c", + "api_calls": 0, + "input_tokens": 22716, + "cached_input_tokens": 19840, + "output_tokens": 655, + "total_tokens": 23371, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 576, + "estimated_total_tokens": 3201, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20854.0, + "sql_execution_elapsed_ms_total": 180.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_20badb6bdd2e6d2c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66eaac00348a4062598ee797858fbb31f1945d45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20badb6bdd2e6d2c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:04.484377+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20854.0, "started_at": "2026-05-04T07:08:43.611077+00:00", "ended_at": "2026-05-04T07:09:04.464773+00:00", "prompt_metrics": {"chars": 9458, "bytes_utf8": 9458, "lines": 305, "estimated_tokens": 2625}, "response_metrics": {"chars": 1706, "bytes_utf8": 1706, "lines": 1, "estimated_tokens": 576}, "usage": {"input_tokens": 22716, "cached_input_tokens": 19840, "output_tokens": 655}, "stderr_preview": "2026-05-04T07:08:43.908906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:46.272885Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=previous, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "campaign", + "measure_col": "previous", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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 {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_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ed40c36132ac47fe978aa8b2160c3489f58eda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=previous, condition_col=y.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "campaign", + "measure_col": "previous", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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 {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 \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"y\" = 'no'\n),\n\"target\" AS (\n SELECT\n \"campaign\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"campaign\",\n \"previous_value\" AS \"conditional_percentile\"\nFROM \"target\"\nWHERE \"rn\" = \"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_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51cb0dd84adf2db471d905e402e7f89e5ef03f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-e674-7173-8e44-b14eeaeffa41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"y\\\" = 'no'\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"previous_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at row CEIL(0.9 * group_count) within each \\\"campaign\\\" group after filtering to rows where \\\"y\\\" = 'no'. Numeric text is cast to REAL for ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22710,"cached_input_tokens":21888,"output_tokens":336}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3d7f757b7d7117c181f63fbe5a8c031a018d84c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"y\" = 'no'\n),\n\"target\" AS (\n SELECT\n \"campaign\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"campaign\",\n \"previous_value\" AS \"conditional_percentile\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at row CEIL(0.9 * group_count) within each \"campaign\" group after filtering to rows where \"y\" = 'no'. Numeric text is cast to REAL for ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..850f1921eba35a887ccd86bd3db98019105654c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-1f12-7d01-9369-856c2ff1f665"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"y\\\" = 'no'\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\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)\\nSELECT\\n \\\"campaign\\\",\\n \\\"previous_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE expression that computes the 0.9 nearest-rank position using integer casting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22966,"cached_input_tokens":21888,"output_tokens":362}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fae4cf9b5ef27fb46bdf7adbb4cc62b0f40fb7c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"y\" = 'no'\n),\n\"target\" AS (\n SELECT\n \"campaign\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\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)\nSELECT\n \"campaign\",\n \"previous_value\" AS \"conditional_percentile\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE expression that computes the 0.9 nearest-rank position using integer casting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e670c1120191a48d1fbc7bb4d744212cdd86020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:12.870040Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:15.188103Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:26.506985Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1167bbfaa396fe92e07b46a1aad9780e6d6c7bfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:27.375503Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:29.784435Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:42.705565Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4e835fdfe48173ef38b01d06bcab5986b076405 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/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=campaign, measure_col=previous, condition_col=y. +Result preview: [{"campaign": "1", "conditional_percentile": 2.0}, {"campaign": "2", "conditional_percentile": 2.0}, {"campaign": "3", "conditional_percentile": 2.0}, {"campaign": "5", "conditional_percentile": 2.0}, {"campaign": "7", "conditional_percentile": 2.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8670ae9a4de636c5e45f3a24a276667b422e815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_20c0ab31a86d4d0c +-- problem_id: v2p_m8_ed3307b928f53edd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" + WHERE "y" = 'no' +), +"target" AS ( + SELECT + "campaign", + "previous_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "campaign", + "previous_value" AS "conditional_percentile" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..382aba33d20ad19eb3768164073550e6432d9f9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/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 \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"y\" = 'no'\n),\n\"target\" AS (\n SELECT\n \"campaign\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\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)\nSELECT\n \"campaign\",\n \"previous_value\" AS \"conditional_percentile\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"y\\\" = 'no'\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\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)\\nSELECT\\n \\\"campaign\\\",\\n \\\"previous_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"campaign\", \"conditional_percentile\"], \"rows\": [{\"campaign\": \"1\", \"conditional_percentile\": 2.0}, {\"campaign\": \"2\", \"conditional_percentile\": 2.0}, {\"campaign\": \"3\", \"conditional_percentile\": 2.0}, {\"campaign\": \"5\", \"conditional_percentile\": 2.0}, {\"campaign\": \"7\", \"conditional_percentile\": 2.0}, {\"campaign\": \"4\", \"conditional_percentile\": 1.0}, {\"campaign\": \"6\", \"conditional_percentile\": 1.0}, {\"campaign\": \"10\", \"conditional_percentile\": 0.0}, {\"campaign\": \"11\", \"conditional_percentile\": 0.0}, {\"campaign\": \"12\", \"conditional_percentile\": 0.0}, {\"campaign\": \"13\", \"conditional_percentile\": 0.0}, {\"campaign\": \"14\", \"conditional_percentile\": 0.0}, {\"campaign\": \"15\", \"conditional_percentile\": 0.0}, {\"campaign\": \"16\", \"conditional_percentile\": 0.0}, {\"campaign\": \"17\", \"conditional_percentile\": 0.0}, {\"campaign\": \"18\", \"conditional_percentile\": 0.0}, {\"campaign\": \"19\", \"conditional_percentile\": 0.0}, {\"campaign\": \"20\", \"conditional_percentile\": 0.0}, {\"campaign\": \"21\", \"conditional_percentile\": 0.0}, {\"campaign\": \"22\", \"conditional_percentile\": 0.0}, {\"campaign\": \"23\", \"conditional_percentile\": 0.0}, {\"campaign\": \"24\", \"conditional_percentile\": 0.0}, {\"campaign\": \"25\", \"conditional_percentile\": 0.0}, {\"campaign\": \"26\", \"conditional_percentile\": 0.0}, {\"campaign\": \"27\", \"conditional_percentile\": 0.0}, {\"campaign\": \"28\", \"conditional_percentile\": 0.0}, {\"campaign\": \"29\", \"conditional_percentile\": 0.0}, {\"campaign\": \"30\", \"conditional_percentile\": 0.0}, {\"campaign\": \"31\", \"conditional_percentile\": 0.0}, {\"campaign\": \"32\", \"conditional_percentile\": 0.0}, {\"campaign\": \"33\", \"conditional_percentile\": 0.0}, {\"campaign\": \"34\", \"conditional_percentile\": 0.0}, {\"campaign\": \"35\", \"conditional_percentile\": 0.0}, {\"campaign\": \"36\", \"conditional_percentile\": 0.0}, {\"campaign\": \"37\", \"conditional_percentile\": 0.0}, {\"campaign\": \"38\", \"conditional_percentile\": 0.0}, {\"campaign\": \"39\", \"conditional_percentile\": 0.0}, {\"campaign\": \"41\", \"conditional_percentile\": 0.0}, {\"campaign\": \"43\", \"conditional_percentile\": 0.0}, {\"campaign\": \"44\", \"conditional_percentile\": 0.0}, {\"campaign\": \"46\", \"conditional_percentile\": 0.0}, {\"campaign\": \"50\", \"conditional_percentile\": 0.0}, {\"campaign\": \"51\", \"conditional_percentile\": 0.0}, {\"campaign\": \"55\", \"conditional_percentile\": 0.0}, {\"campaign\": \"58\", \"conditional_percentile\": 0.0}, {\"campaign\": \"63\", \"conditional_percentile\": 0.0}, {\"campaign\": \"8\", \"conditional_percentile\": 0.0}, {\"campaign\": \"9\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 141.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..935925b7bcd908ccb6b1f928549c488dd9429f9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:08:12.586462+00:00", + "ended_at": "2026-05-04T07:08:43.599417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_20c0ab31a86d4d0c", + "problem_id": "v2p_m8_ed3307b928f53edd", + "dataset_id": "m8", + "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=campaign, measure_col=previous, condition_col=y.", + "bindings": { + "group_col": "campaign", + "measure_col": "previous", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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", + "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=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_c\\m8\\sql\\v2q_m8_20c0ab31a86d4d0c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_20c0ab31a86d4d0c", + "api_calls": 0, + "input_tokens": 45676, + "cached_input_tokens": 43776, + "output_tokens": 698, + "total_tokens": 46374, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5494, + "estimated_output_tokens": 591, + "estimated_total_tokens": 6085, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30805.47, + "sql_execution_elapsed_ms_total": 141.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_20c0ab31a86d4d0c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eefef65170b179f2c5b72c29f83ef4670f221cf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_20c0ab31a86d4d0c/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:08:27.121177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14507.59, "started_at": "2026-05-04T07:08:12.594432+00:00", "ended_at": "2026-05-04T07:08:27.102395+00:00", "prompt_metrics": {"chars": 9446, "bytes_utf8": 9446, "lines": 305, "estimated_tokens": 2619}, "response_metrics": {"chars": 1032, "bytes_utf8": 1032, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22710, "cached_input_tokens": 21888, "output_tokens": 336}, "stderr_preview": "2026-05-04T07:08:12.870040Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:15.188103Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=poutcome, measure_col=previous.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "campaign", + "group_col_2": "poutcome", + "measure_col": "previous", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dfe21a839913b451cd9546b39aa5a187042300e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-3c63-7f42-b660-4828c0933bb2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS \\\"sum_measure\\\",\\n AVG(CAST(\\\"previous\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"campaign\\\", \\\"poutcome\\\"\\nORDER BY \\\"campaign\\\", \\\"poutcome\\\";\",\"notes\":\"Used the provided two-dimensional summary template with group_col=\\\"campaign\\\", group_col_2=\\\"poutcome\\\", measure_col=\\\"previous\\\", and a numeric cast for the campaign filter and previous aggregations because the schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":283}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0c84b822771eacc02eded2eb6a67e7c0bb7355e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"campaign\", \"poutcome\",\n SUM(CAST(\"previous\" AS REAL)) AS \"sum_measure\",\n AVG(CAST(\"previous\" AS REAL)) AS \"avg_measure\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"campaign\", \"poutcome\"\nORDER BY \"campaign\", \"poutcome\";","notes":"Used the provided two-dimensional summary template with group_col=\"campaign\", group_col_2=\"poutcome\", measure_col=\"previous\", and a numeric cast for the campaign filter and previous aggregations because the schema stores fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5c3c3dfd602efee99d5e6d53df16b5d40954930 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:30.253743Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:32.598518Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:46.735380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b053143d5715da41b1e05b1f411d2a86ea790905 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=poutcome, measure_col=previous. +Result preview: [{"campaign": "10", "poutcome": "failure", "sum_measure": 21.0, "avg_measure": 3.5, "support": 6}, {"campaign": "10", "poutcome": "other", "sum_measure": 32.0, "avg_measure": 8.0, "support": 4}, {"campaign": "10", "poutcome": "unknown", "sum_measure": 0.0, "avg_measure": 0.0, "support": 256}, {"campaign": "11", "poutcome": "failure", "sum_measure": 14.0, "avg_measure": 3.5, "support": 4}, {"campaign": "11", "poutcome": "other", "sum_measure": 19.0, "avg_measure": 2.7142857142857144, "support": 7}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f3b50f36d583d7a3922791dde9988b219799845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_21cd3588922968fe +-- problem_id: v2p_m8_c78ac6ff36ac6138 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "poutcome", + SUM(CAST("previous" AS REAL)) AS "sum_measure", + AVG(CAST("previous" AS REAL)) AS "avg_measure", + COUNT(*) AS "support" +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "campaign", "poutcome" +ORDER BY "campaign", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b62266188ecfd4ac5812b6ff6c914816fab5785c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/query_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_two_dimensional_summary\nSELECT \"campaign\", \"poutcome\",\n SUM(CAST(\"previous\" AS REAL)) AS \"sum_measure\",\n AVG(CAST(\"previous\" AS REAL)) AS \"avg_measure\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"campaign\", \"poutcome\"\nORDER BY \"campaign\", \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS \\\"sum_measure\\\",\\n AVG(CAST(\\\"previous\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"campaign\\\", \\\"poutcome\\\"\\nORDER BY \\\"campaign\\\", \\\"poutcome\\\";\", \"columns\": [\"campaign\", \"poutcome\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"10\", \"poutcome\": \"failure\", \"sum_measure\": 21.0, \"avg_measure\": 3.5, \"support\": 6}, {\"campaign\": \"10\", \"poutcome\": \"other\", \"sum_measure\": 32.0, \"avg_measure\": 8.0, \"support\": 4}, {\"campaign\": \"10\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 256}, {\"campaign\": \"11\", \"poutcome\": \"failure\", \"sum_measure\": 14.0, \"avg_measure\": 3.5, \"support\": 4}, {\"campaign\": \"11\", \"poutcome\": \"other\", \"sum_measure\": 19.0, \"avg_measure\": 2.7142857142857144, \"support\": 7}, {\"campaign\": \"11\", \"poutcome\": \"success\", \"sum_measure\": 5.0, \"avg_measure\": 5.0, \"support\": 1}, {\"campaign\": \"11\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 189}, {\"campaign\": \"12\", \"poutcome\": \"failure\", \"sum_measure\": 8.0, \"avg_measure\": 2.6666666666666665, \"support\": 3}, {\"campaign\": \"12\", \"poutcome\": \"other\", \"sum_measure\": 11.0, \"avg_measure\": 2.75, \"support\": 4}, {\"campaign\": \"12\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 148}, {\"campaign\": \"13\", \"poutcome\": \"failure\", \"sum_measure\": 11.0, \"avg_measure\": 11.0, \"support\": 1}, {\"campaign\": \"13\", \"poutcome\": \"other\", \"sum_measure\": 1.0, \"avg_measure\": 1.0, \"support\": 1}, {\"campaign\": \"13\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 131}, {\"campaign\": \"14\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"campaign\": \"14\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 92}, {\"campaign\": \"15\", \"poutcome\": \"failure\", \"sum_measure\": 38.0, \"avg_measure\": 38.0, \"support\": 1}, {\"campaign\": \"15\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 83}, {\"campaign\": \"16\", \"poutcome\": \"other\", \"sum_measure\": 14.0, \"avg_measure\": 14.0, \"support\": 1}, {\"campaign\": \"16\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 78}, {\"campaign\": \"17\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 69}, {\"campaign\": \"18\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 51}, {\"campaign\": \"19\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 44}, {\"campaign\": \"20\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 43}, {\"campaign\": \"21\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 35}, {\"campaign\": \"22\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 23}, {\"campaign\": \"23\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 22}, {\"campaign\": \"24\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 20}, {\"campaign\": \"25\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 22}, {\"campaign\": \"26\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 13}, {\"campaign\": \"27\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 10}, {\"campaign\": \"28\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 16}, {\"campaign\": \"29\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 16}, {\"campaign\": \"3\", \"poutcome\": \"failure\", \"sum_measure\": 1749.0, \"avg_measure\": 3.498, \"support\": 500}, {\"campaign\": \"3\", \"poutcome\": \"other\", \"sum_measure\": 1015.0, \"avg_measure\": 3.8740458015267176, \"support\": 262}, {\"campaign\": \"3\", \"poutcome\": \"success\", \"sum_measure\": 567.0, \"avg_measure\": 3.8053691275167787, \"support\": 149}, {\"campaign\": \"3\", \"poutcome\": \"unknown\", \"sum_measure\": 9.0, \"avg_measure\": 0.0019522776572668114, \"support\": 4610}, {\"campaign\": \"30\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 8}, {\"campaign\": \"31\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 12}, {\"campaign\": \"32\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 9}, {\"campaign\": \"33\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 6}, {\"campaign\": \"34\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 5}, {\"campaign\": \"35\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 4}, {\"campaign\": \"36\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 4}, {\"campaign\": \"37\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 2}, {\"campaign\": \"38\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 3}, {\"campaign\": \"39\", \"poutcome\": \"unknown\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 1}, {\"campaign\": \"4\", \"poutcome\": \"failure\", \"sum_measure\": 832.0, \"avg_measure\": 3.43801652892562, \"support\": 242}, {\"campaign\": \"4\", \"poutcome\": \"other\", \"sum_measure\": 563.0, \"avg_measure\": 4.297709923664122, \"support\": 131}, {\"campaign\": \"4\", \"poutcome\": \"success\", \"sum_measure\": 211.0, \"avg_measure\": 4.137254901960785, \"support\": 51}, {\"campaign\": \"4\", \"poutcome\": \"unknown\", \"sum_measure\": 1.0, \"avg_measure\": 0.00032278889606197545, \"support\": 3098}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba5bead48b9e9c5b5f13be0b4ec2303f17b7590d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:19:30.019582+00:00", + "ended_at": "2026-05-04T07:19:47.550004+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_21cd3588922968fe", + "problem_id": "v2p_m8_c78ac6ff36ac6138", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=poutcome, measure_col=previous.", + "bindings": { + "group_col": "campaign", + "group_col_2": "poutcome", + "measure_col": "previous", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "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_c\\m8\\sql\\v2q_m8_21cd3588922968fe.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_21cd3588922968fe", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 283, + "total_tokens": 23055, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 158, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17466.32, + "sql_execution_elapsed_ms_total": 25.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_21cd3588922968fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edfa8dbef527e6bde92ba1d63342ab9fbcc0e4dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:47.515999+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17466.32, "started_at": "2026-05-04T07:19:30.029093+00:00", "ended_at": "2026-05-04T07:19:47.495645+00:00", "prompt_metrics": {"chars": 9543, "bytes_utf8": 9543, "lines": 306, "estimated_tokens": 2683}, "response_metrics": {"chars": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 283}, "stderr_preview": "2026-05-04T07:19:30.253743Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:32.598518Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"campaign\\\", \\\"poutcome\\\"\\nORDER BY \\\"campaign\\\", \\\"poutcome\\\";\",\"notes\":\"Used the provided two-dimensional summary template with group_col=\\\"campaign\\\", group_col_2=\\\"poutcome\\\", measure_col=\\\"previous\\\", and a numeric cast for the campaign filter and previous aggregations because the schema stores fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5273a7f31193553783c200422f859b3beb55d8dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_21cd3588922968fe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_21cd3588922968fe", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 283, + "total_tokens": 23055, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 158, + "estimated_total_tokens": 2841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17466.32, + "sql_execution_elapsed_ms_total": 25.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_21cd3588922968fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53d89e2b0772eed5568d85d1a81f37da490f8c14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2590}} +{"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": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fc1a6d6097c215be572878fc773c0bd4a082402 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_22d4c4ebfb211258", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2707, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11094.42, + "sql_execution_elapsed_ms_total": 49.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_22d4c4ebfb211258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a84f0d4b3f326398e0b96199451718ded1228207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/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": "2026-05-04T07:34:54.999555+00:00", + "ended_at": "2026-05-04T07:35:06.093998+00:00", + "elapsed_ms": 11094.42, + "prompt_metrics": { + "chars": 9126, + "bytes_utf8": 9126, + "lines": 300, + "estimated_tokens": 2590 + }, + "stdout_metrics": { + "chars": 815, + "bytes_utf8": 815, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22679, + "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_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfca61a60dda76b39704e0239be82a31ee73b4a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=education.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "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\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_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fbb8da0f15912f82d912bdc33cad5569db9b267 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-5994-7b20-a65a-aff10a7224a8"} +{"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 \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"marital\\\", group_col_2=\\\"education\\\", and top_k=12. Query is SQLite-compatible and only references the single allowed table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7deccdd619072b96d0e504c972f3362f7e4e9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"education\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY support ASC, \"marital\", \"education\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"marital\", group_col_2=\"education\", and top_k=12. Query is SQLite-compatible and only references the single allowed table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbb4c5c753841c763a156fa1ddce201070b91197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:55.281868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:58.160290Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:05.031545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..444556b3c5f9f834d9677cbbd91e2c504059de07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/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=marital, group_col_2=education. +Result preview: [{"marital": "divorced", "education": "unknown", "support": 169}, {"marital": "single", "education": "unknown", "support": 528}, {"marital": "divorced", "education": "primary", "support": 752}, {"marital": "single", "education": "primary", "support": 853}, {"marital": "married", "education": "unknown", "support": 1160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb49a7583a2a5789edf1c6b3281faffbf17b4b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_22d4c4ebfb211258 +-- problem_id: v2p_m8_3efee06d505927b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "education" +ORDER BY support ASC, "marital", "education" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e4f9e7ff811be5fedba2d6ebe2b8fb5f1c5b0fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/query_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 \"marital\",\n \"education\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY support ASC, \"marital\", \"education\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 12;\", \"columns\": [\"marital\", \"education\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"education\": \"unknown\", \"support\": 169}, {\"marital\": \"single\", \"education\": \"unknown\", \"support\": 528}, {\"marital\": \"divorced\", \"education\": \"primary\", \"support\": 752}, {\"marital\": \"single\", \"education\": \"primary\", \"support\": 853}, {\"marital\": \"married\", \"education\": \"unknown\", \"support\": 1160}, {\"marital\": \"divorced\", \"education\": \"tertiary\", \"support\": 1471}, {\"marital\": \"divorced\", \"education\": \"secondary\", \"support\": 2815}, {\"marital\": \"single\", \"education\": \"tertiary\", \"support\": 4792}, {\"marital\": \"married\", \"education\": \"primary\", \"support\": 5246}, {\"marital\": \"single\", \"education\": \"secondary\", \"support\": 6617}, {\"marital\": \"married\", \"education\": \"tertiary\", \"support\": 7038}, {\"marital\": \"married\", \"education\": \"secondary\", \"support\": 13770}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79a25395dc19543f7c43e9de7f45445d51897bb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:34:54.972778+00:00", + "ended_at": "2026-05-04T07:35:06.170216+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_22d4c4ebfb211258", + "problem_id": "v2p_m8_3efee06d505927b2", + "dataset_id": "m8", + "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=marital, group_col_2=education.", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "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" + ], + "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_c\\m8\\sql\\v2q_m8_22d4c4ebfb211258.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_22d4c4ebfb211258", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2707, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11094.42, + "sql_execution_elapsed_ms_total": 49.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_22d4c4ebfb211258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..452faf2a08ea7c9dea3dd7ec8112ebc8fb8ba722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_22d4c4ebfb211258/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:06.112744+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11094.42, "started_at": "2026-05-04T07:34:54.999555+00:00", "ended_at": "2026-05-04T07:35:06.093998+00:00", "prompt_metrics": {"chars": 9126, "bytes_utf8": 9126, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:34:55.281868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:58.160290Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, measure_col=campaign.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "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": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10af0ac400ff5a57a0ad706cc27a2f56f155c631 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-869d-7402-a44f-953383ddd9ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"poutcome\\\" and measure_col bound to \\\"campaign\\\". CAST to REAL is needed because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e42cd091b1a995505ccbbf8826383af764d57b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"campaign\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";","notes":"Used the provided Support-Guarded Group Average template with group_col bound to \"poutcome\" and measure_col bound to \"campaign\". CAST to REAL is needed 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_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fea48ceffc52e4293acd68bad2a6f7988caff6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:32.645402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:35.222949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:42.820491Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6bfcbd8587e2d82dd1ec8a82b3a410024e3a131 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, measure_col=campaign. +Result preview: [{"poutcome": "failure", "avg_measure": 1.9808202407671904, "support": 4901}, {"poutcome": "other", "avg_measure": 2.461413043478261, "support": 1840}, {"poutcome": "success", "avg_measure": 1.8060886829913965, "support": 1511}, {"poutcome": "unknown", "avg_measure": 2.921886414675722, "support": 36959}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d2963eb66e11b7315cec885f1fc4c335e328653 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_2584e347902b8ffc +-- problem_id: v2p_m8_04a733372f686d6a +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("campaign" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb53e9e49dea83f93edae5fa9f9f49ba8c66ff36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/query_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_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"campaign\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\", \"columns\": [\"poutcome\", \"avg_measure\", \"support\"], \"rows\": [{\"poutcome\": \"failure\", \"avg_measure\": 1.9808202407671904, \"support\": 4901}, {\"poutcome\": \"other\", \"avg_measure\": 2.461413043478261, \"support\": 1840}, {\"poutcome\": \"success\", \"avg_measure\": 1.8060886829913965, \"support\": 1511}, {\"poutcome\": \"unknown\", \"avg_measure\": 2.921886414675722, \"support\": 36959}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce4e0fa8e57783e138e4f7c69a1d1e627ddf3d1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:16:32.359200+00:00", + "ended_at": "2026-05-04T07:16:43.982936+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2584e347902b8ffc", + "problem_id": "v2p_m8_04a733372f686d6a", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, measure_col=campaign.", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "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": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_2584e347902b8ffc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2584e347902b8ffc", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11530.53, + "sql_execution_elapsed_ms_total": 40.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2584e347902b8ffc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74d4925ab9f940acc1e0af4aea2a4186f42d58cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:43.914138+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11530.53, "started_at": "2026-05-04T07:16:32.365802+00:00", "ended_at": "2026-05-04T07:16:43.896539+00:00", "prompt_metrics": {"chars": 9105, "bytes_utf8": 9105, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:16:32.645402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:35.222949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"poutcome\\\" and measure_col bound to \\\"campaign\\\". CAST to REAL is needed because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0141b08e47fab7f0811a15a23fce188175c83af7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2584e347902b8ffc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2584e347902b8ffc", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11530.53, + "sql_execution_elapsed_ms_total": 40.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2584e347902b8ffc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ce383ea1138b70213f88aa46b95ddf03e1e27ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 300, "estimated_tokens": 2547}} +{"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": 932, "bytes_utf8": 932, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 609}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf7f703c0ed96127bd33a0b3428875b0d4471c86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2646a693b8f5809f", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 609, + "total_tokens": 23247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21209.9, + "sql_execution_elapsed_ms_total": 162.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2646a693b8f5809f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5a7403f3593dffdef480792325b35f673f5682d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/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": "2026-05-04T07:25:33.192990+00:00", + "ended_at": "2026-05-04T07:25:54.394446+00:00", + "elapsed_ms": 21209.9, + "prompt_metrics": { + "chars": 9132, + "bytes_utf8": 9132, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1368, + "bytes_utf8": 1368, + "lines": 4, + "estimated_tokens": 444 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13282 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 932, + "bytes_utf8": 932, + "lines": 1, + "estimated_tokens": 272 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 609 + } + }, + "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_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5570b2352072f22167026cc0c442befb9b2019e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=loan, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "loan", + "measure_col": "previous", + "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},\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_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e071a061f56d79986868d2f353b47d6542190c38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-c6fd-7521-847c-d8bc32c7ccb8"} +{"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 \\\"loan\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n AND TRIM(\\\"previous\\\") <> ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per loan group with window functions and casts the TEXT column \\\"previous\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":609}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f52e69b26fc476cec26d008af2da187adc37172f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n AND TRIM(\"previous\") <> ''\n),\n\"picked\" AS (\n SELECT\n \"loan\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per loan group with window functions and casts the TEXT column \"previous\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63266cc3344447840bb18cd42100006061c4e470 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:33.379297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:35.721472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:53.632539Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d3683c0af5cf754696cf720919f2a029b60701 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/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=loan, measure_col=previous. +Result preview: [{"loan": "no", "percentile_measure": 4.0}, {"loan": "yes", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2031d853f4a9576e68c57199a2a6c6aa6eb76921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2646a693b8f5809f +-- problem_id: v2p_m8_464748a547637d69 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "loan") AS "cnt" + FROM "m8" + WHERE "previous" IS NOT NULL + AND TRIM("previous") <> '' +), +"picked" AS ( + SELECT + "loan", + "previous_value", + "rn", + "cnt", + CAST(((95 * "cnt") + 99) / 100 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "loan", + "previous_value" 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_c/m8/artifacts/v2q_m8_2646a693b8f5809f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..726dcd368e38c2ac55760cdb5e367f0584795237 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/query_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 \"loan\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"previous\" IS NOT NULL\n AND TRIM(\"previous\") <> ''\n),\n\"picked\" AS (\n SELECT\n \"loan\",\n \"previous_value\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"previous_value\" 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 \\\"loan\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"previous\\\" IS NOT NULL\\n AND TRIM(\\\"previous\\\") <> ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"loan\", \"percentile_measure\"], \"rows\": [{\"loan\": \"no\", \"percentile_measure\": 4.0}, {\"loan\": \"yes\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 162.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..848b2ea164d5f2c52d3ce30223eef8969e6f7d63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:25:33.185055+00:00", + "ended_at": "2026-05-04T07:25:54.593543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2646a693b8f5809f", + "problem_id": "v2p_m8_464748a547637d69", + "dataset_id": "m8", + "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=loan, measure_col=previous.", + "bindings": { + "group_col": "loan", + "measure_col": "previous", + "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", + "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=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_2646a693b8f5809f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2646a693b8f5809f", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 609, + "total_tokens": 23247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21209.9, + "sql_execution_elapsed_ms_total": 162.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2646a693b8f5809f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d8bfab31922e6ce31de62954d6faaa2a991e2d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:54.422195+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21209.9, "started_at": "2026-05-04T07:25:33.192990+00:00", "ended_at": "2026-05-04T07:25:54.394446+00:00", "prompt_metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 932, "bytes_utf8": 932, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 609}, "stderr_preview": "2026-05-04T07:25:33.379297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:35.721472Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per loan group with window functions and casts the TEXT column \\\"previous\\\" to REAL.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69aadcfaf892d835a4f4be5f8ed734f635c3bdfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2646a693b8f5809f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2646a693b8f5809f", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 609, + "total_tokens": 23247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21209.9, + "sql_execution_elapsed_ms_total": 162.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2646a693b8f5809f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..553ea6d2f73b080993bddd98ddc1fcdb8b581ab0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 44396, "support_share": 0.9819734135497998, "cumulative_support": 44396}, {"value_label": "yes", "support": 815, "support_share": 0.018026586450200173, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23f1b091b516410b0f02be73018ce1a386beddf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_28fc77aa174f36cf +-- problem_id: v2p_m8_525ee013caf2d253 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +), 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_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79232bceb50a79869205008e5adbb998db8a6403 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/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_c\n-- sql_source_dataset_id: m8\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_m8_28fc77aa174f36cf\n-- problem_id: v2p_m8_525ee013caf2d253\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"default\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"default\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_28fc77aa174f36cf\\n-- problem_id: v2p_m8_525ee013caf2d253\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"default\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"default\\\"\\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\": \"no\", \"support\": 44396, \"support_share\": 0.9819734135497998, \"cumulative_support\": 44396}, {\"value_label\": \"yes\", \"support\": 815, \"support_share\": 0.018026586450200173, \"cumulative_support\": 45211}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de163d4520d1681413b49d569a08623ad23e661b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.280477+00:00", + "ended_at": "2026-05-04T07:37:06.307395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_28fc77aa174f36cf", + "problem_id": "v2p_m8_525ee013caf2d253", + "dataset_id": "m8", + "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=default.", + "bindings": { + "group_col": "default" + }, + "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=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_c\\m8\\sql\\v2q_m8_28fc77aa174f36cf.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_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_28fc77aa174f36cf/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_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a8395827cc6ea210f85356852577fd4e89c990f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9282, "bytes_utf8": 9282, "lines": 301, "estimated_tokens": 2623}} +{"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": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae9799401e7234d13aca579b1677ae101940fe18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_29aae556cdc68d80", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24131.82, + "sql_execution_elapsed_ms_total": 28.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_29aae556cdc68d80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbe829d198414a76621e2f4c237d45125a4997fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/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": "2026-05-04T07:34:30.775827+00:00", + "ended_at": "2026-05-04T07:34:54.908005+00:00", + "elapsed_ms": 24131.82, + "prompt_metrics": { + "chars": 9282, + "bytes_utf8": 9282, + "lines": 301, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 820, + "bytes_utf8": 820, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13301 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22712, + "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_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eed6f2278a522fa7bf19f6ad1b06c2ac092020e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "month", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a150cf5ca4afae08cc433c98b38b88e840b84be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-faf4-7761-aead-774f4f7a386a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"month\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ab5c236d3baaf39dbe00348d2a94e45bfdea1a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"month\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"month\", target_col=\"y\", target_value='yes', min_support=4, and top_k=19. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d462dcc9b59571207838ece21062a5dd5f219b29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:31.037074Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:33.453698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:54.066637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d1b293170162344a7a14ae70c8a35c3eb81abc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, target_col=y. +Result preview: [{"month": "mar", "support": 477, "focus_rate": 0.519916142557652}, {"month": "dec", "support": 214, "focus_rate": 0.4672897196261682}, {"month": "sep", "support": 579, "focus_rate": 0.46459412780656306}, {"month": "oct", "support": 738, "focus_rate": 0.43766937669376693}, {"month": "apr", "support": 2932, "focus_rate": 0.19679399727148705}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..171a55950eac04629029a01445c338b73dc73d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_29aae556cdc68d80 +-- problem_id: v2p_m8_46aaadf31082eee7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "month", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc284288e9dc50db7c4b6974a7c44cd06f4701e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/query_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_target_rate_extremes_v2\nSELECT\n \"month\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"month\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"month\", \"support\", \"focus_rate\"], \"rows\": [{\"month\": \"mar\", \"support\": 477, \"focus_rate\": 0.519916142557652}, {\"month\": \"dec\", \"support\": 214, \"focus_rate\": 0.4672897196261682}, {\"month\": \"sep\", \"support\": 579, \"focus_rate\": 0.46459412780656306}, {\"month\": \"oct\", \"support\": 738, \"focus_rate\": 0.43766937669376693}, {\"month\": \"apr\", \"support\": 2932, \"focus_rate\": 0.19679399727148705}, {\"month\": \"feb\", \"support\": 2649, \"focus_rate\": 0.1664779161947905}, {\"month\": \"aug\", \"support\": 6247, \"focus_rate\": 0.11013286377461182}, {\"month\": \"jun\", \"support\": 5341, \"focus_rate\": 0.10222804718217562}, {\"month\": \"nov\", \"support\": 3970, \"focus_rate\": 0.10151133501259446}, {\"month\": \"jan\", \"support\": 1403, \"focus_rate\": 0.10121168923734854}, {\"month\": \"jul\", \"support\": 6895, \"focus_rate\": 0.09093546047860769}, {\"month\": \"may\", \"support\": 13766, \"focus_rate\": 0.06719453726572715}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9102263af0c4873a05ee933cd8f28f6d537667 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:34:30.766536+00:00", + "ended_at": "2026-05-04T07:34:54.969250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_29aae556cdc68d80", + "problem_id": "v2p_m8_46aaadf31082eee7", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, target_col=y.", + "bindings": { + "group_col": "month", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=129" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "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_c\\m8\\sql\\v2q_m8_29aae556cdc68d80.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_29aae556cdc68d80", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24131.82, + "sql_execution_elapsed_ms_total": 28.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_29aae556cdc68d80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79f870d724e8448f769ac7256436243aa6dfb1c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:54.926087+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24131.82, "started_at": "2026-05-04T07:34:30.775827+00:00", "ended_at": "2026-05-04T07:34:54.908005+00:00", "prompt_metrics": {"chars": 9282, "bytes_utf8": 9282, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:34:31.037074Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:33.453698Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"month\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8abc88606a42ec35b331d053a3cbc11ad2f90936 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_29aae556cdc68d80/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_29aae556cdc68d80", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24131.82, + "sql_execution_elapsed_ms_total": 28.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_29aae556cdc68d80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..113131e20d928a238c5c460af807b645dc9c953c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9519, "bytes_utf8": 9519, "lines": 306, "estimated_tokens": 2677}} +{"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": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22766, "cached_input_tokens": 19840, "output_tokens": 194}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2ec7e5f294c57340f70c69fd423fd578c5dc236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2a3e2135ce911ab8", + "api_calls": 0, + "input_tokens": 22766, + "cached_input_tokens": 19840, + "output_tokens": 194, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2677, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14423.93, + "sql_execution_elapsed_ms_total": 21.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2a3e2135ce911ab8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1040e3c633d3a53fd96b65f20de17cc1aeec4322 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/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": "2026-05-04T07:20:53.361884+00:00", + "ended_at": "2026-05-04T07:21:07.785398+00:00", + "elapsed_ms": 14423.93, + "prompt_metrics": { + "chars": 9519, + "bytes_utf8": 9519, + "lines": 306, + "estimated_tokens": 2677 + }, + "stdout_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13256 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 493, + "bytes_utf8": 493, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22766, + "cached_input_tokens": 19840, + "output_tokens": 194 + } + }, + "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_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2298965f839b648d24e18b0f122d6d409f4ba9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=y, measure_col=duration.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "pdays", + "group_col_2": "y", + "measure_col": "duration", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec22d65e7834d580a5ed684bfc4987479cfaab41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-8206-7e42-abfc-7502d2efdc18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"y\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'yes'\\nGROUP BY \\\"pdays\\\", \\\"y\\\"\\nORDER BY \\\"pdays\\\", \\\"y\\\";\",\"notes\":\"Used the planned template and bound roles exactly as provided. CAST was added for \\\"duration\\\" because the schema snapshot shows numeric fields stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22766,"cached_input_tokens":19840,"output_tokens":194}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f830950499d0ed7ca5c5c875e6c09b9e4e3022 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"pdays\", \"y\",\n SUM(CAST(\"duration\" AS REAL)) AS sum_measure,\n AVG(CAST(\"duration\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'yes'\nGROUP BY \"pdays\", \"y\"\nORDER BY \"pdays\", \"y\";","notes":"Used the planned template and bound roles exactly as provided. CAST was added for \"duration\" because the schema snapshot shows numeric fields stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8b61799d741324004b1b7b682722969741418cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:53.572906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:55.897752Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:06.889433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c56a6352cb5651f2932972eabe3947cdfb56c90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=y, measure_col=duration. +Result preview: [{"pdays": "-1", "y": "yes", "sum_measure": 2065921.0, "avg_measure": 610.4967494089834, "support": 3384}, {"pdays": "1", "y": "yes", "sum_measure": 1508.0, "avg_measure": 251.33333333333334, "support": 6}, {"pdays": "10", "y": "yes", "sum_measure": 1678.0, "avg_measure": 419.5, "support": 4}, {"pdays": "100", "y": "yes", "sum_measure": 3769.0, "avg_measure": 376.9, "support": 10}, {"pdays": "101", "y": "yes", "sum_measure": 3344.0, "avg_measure": 477.7142857142857, "support": 7}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a7652b34d6670946fcca6e75ef48a2ccf370238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_2a3e2135ce911ab8 +-- problem_id: v2p_m8_d756847d83eed184 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "y", + SUM(CAST("duration" AS REAL)) AS sum_measure, + AVG(CAST("duration" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "y" = 'yes' +GROUP BY "pdays", "y" +ORDER BY "pdays", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..328c6dd912a51f3b09870894b7dc549624800f92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/query_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_two_dimensional_summary\nSELECT \"pdays\", \"y\",\n SUM(CAST(\"duration\" AS REAL)) AS sum_measure,\n AVG(CAST(\"duration\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'yes'\nGROUP BY \"pdays\", \"y\"\nORDER BY \"pdays\", \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"y\\\",\\n SUM(CAST(\\\"duration\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'yes'\\nGROUP BY \\\"pdays\\\", \\\"y\\\"\\nORDER BY \\\"pdays\\\", \\\"y\\\";\", \"columns\": [\"pdays\", \"y\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"y\": \"yes\", \"sum_measure\": 2065921.0, \"avg_measure\": 610.4967494089834, \"support\": 3384}, {\"pdays\": \"1\", \"y\": \"yes\", \"sum_measure\": 1508.0, \"avg_measure\": 251.33333333333334, \"support\": 6}, {\"pdays\": \"10\", \"y\": \"yes\", \"sum_measure\": 1678.0, \"avg_measure\": 419.5, \"support\": 4}, {\"pdays\": \"100\", \"y\": \"yes\", \"sum_measure\": 3769.0, \"avg_measure\": 376.9, \"support\": 10}, {\"pdays\": \"101\", \"y\": \"yes\", \"sum_measure\": 3344.0, \"avg_measure\": 477.7142857142857, \"support\": 7}, {\"pdays\": \"102\", \"y\": \"yes\", \"sum_measure\": 2608.0, \"avg_measure\": 289.77777777777777, \"support\": 9}, {\"pdays\": \"103\", \"y\": \"yes\", \"sum_measure\": 1598.0, \"avg_measure\": 228.28571428571428, \"support\": 7}, {\"pdays\": \"104\", \"y\": \"yes\", \"sum_measure\": 4452.0, \"avg_measure\": 342.46153846153845, \"support\": 13}, {\"pdays\": \"105\", \"y\": \"yes\", \"sum_measure\": 6490.0, \"avg_measure\": 499.2307692307692, \"support\": 13}, {\"pdays\": \"106\", \"y\": \"yes\", \"sum_measure\": 1253.0, \"avg_measure\": 208.83333333333334, \"support\": 6}, {\"pdays\": \"107\", \"y\": \"yes\", \"sum_measure\": 1201.0, \"avg_measure\": 240.2, \"support\": 5}, {\"pdays\": \"109\", \"y\": \"yes\", \"sum_measure\": 2163.0, \"avg_measure\": 540.75, \"support\": 4}, {\"pdays\": \"110\", \"y\": \"yes\", \"sum_measure\": 869.0, \"avg_measure\": 434.5, \"support\": 2}, {\"pdays\": \"111\", \"y\": \"yes\", \"sum_measure\": 978.0, \"avg_measure\": 489.0, \"support\": 2}, {\"pdays\": \"112\", \"y\": \"yes\", \"sum_measure\": 350.0, \"avg_measure\": 350.0, \"support\": 1}, {\"pdays\": \"113\", \"y\": \"yes\", \"sum_measure\": 1007.0, \"avg_measure\": 503.5, \"support\": 2}, {\"pdays\": \"114\", \"y\": \"yes\", \"sum_measure\": 688.0, \"avg_measure\": 229.33333333333334, \"support\": 3}, {\"pdays\": \"115\", \"y\": \"yes\", \"sum_measure\": 1084.0, \"avg_measure\": 542.0, \"support\": 2}, {\"pdays\": \"116\", \"y\": \"yes\", \"sum_measure\": 1238.0, \"avg_measure\": 309.5, \"support\": 4}, {\"pdays\": \"119\", \"y\": \"yes\", \"sum_measure\": 3888.0, \"avg_measure\": 324.0, \"support\": 12}, {\"pdays\": \"120\", \"y\": \"yes\", \"sum_measure\": 1019.0, \"avg_measure\": 203.8, \"support\": 5}, {\"pdays\": \"121\", \"y\": \"yes\", \"sum_measure\": 625.0, \"avg_measure\": 208.33333333333334, \"support\": 3}, {\"pdays\": \"122\", \"y\": \"yes\", \"sum_measure\": 1610.0, \"avg_measure\": 805.0, \"support\": 2}, {\"pdays\": \"123\", \"y\": \"yes\", \"sum_measure\": 410.0, \"avg_measure\": 205.0, \"support\": 2}, {\"pdays\": \"124\", \"y\": \"yes\", \"sum_measure\": 263.0, \"avg_measure\": 263.0, \"support\": 1}, {\"pdays\": \"125\", \"y\": \"yes\", \"sum_measure\": 194.0, \"avg_measure\": 194.0, \"support\": 1}, {\"pdays\": \"126\", \"y\": \"yes\", \"sum_measure\": 2145.0, \"avg_measure\": 306.42857142857144, \"support\": 7}, {\"pdays\": \"127\", \"y\": \"yes\", \"sum_measure\": 1012.0, \"avg_measure\": 337.3333333333333, \"support\": 3}, {\"pdays\": \"128\", \"y\": \"yes\", \"sum_measure\": 533.0, \"avg_measure\": 266.5, \"support\": 2}, {\"pdays\": \"129\", \"y\": \"yes\", \"sum_measure\": 484.0, \"avg_measure\": 242.0, \"support\": 2}, {\"pdays\": \"13\", \"y\": \"yes\", \"sum_measure\": 1524.0, \"avg_measure\": 508.0, \"support\": 3}, {\"pdays\": \"130\", \"y\": \"yes\", \"sum_measure\": 829.0, \"avg_measure\": 276.3333333333333, \"support\": 3}, {\"pdays\": \"131\", \"y\": \"yes\", \"sum_measure\": 519.0, \"avg_measure\": 519.0, \"support\": 1}, {\"pdays\": \"132\", \"y\": \"yes\", \"sum_measure\": 278.0, \"avg_measure\": 278.0, \"support\": 1}, {\"pdays\": \"133\", \"y\": \"yes\", \"sum_measure\": 2190.0, \"avg_measure\": 438.0, \"support\": 5}, {\"pdays\": \"134\", \"y\": \"yes\", \"sum_measure\": 1751.0, \"avg_measure\": 437.75, \"support\": 4}, {\"pdays\": \"135\", \"y\": \"yes\", \"sum_measure\": 2691.0, \"avg_measure\": 672.75, \"support\": 4}, {\"pdays\": \"137\", \"y\": \"yes\", \"sum_measure\": 898.0, \"avg_measure\": 898.0, \"support\": 1}, {\"pdays\": \"138\", \"y\": \"yes\", \"sum_measure\": 2491.0, \"avg_measure\": 1245.5, \"support\": 2}, {\"pdays\": \"139\", \"y\": \"yes\", \"sum_measure\": 260.0, \"avg_measure\": 260.0, \"support\": 1}, {\"pdays\": \"14\", \"y\": \"yes\", \"sum_measure\": 1075.0, \"avg_measure\": 1075.0, \"support\": 1}, {\"pdays\": \"140\", \"y\": \"yes\", \"sum_measure\": 1924.0, \"avg_measure\": 481.0, \"support\": 4}, {\"pdays\": \"141\", \"y\": \"yes\", \"sum_measure\": 3953.0, \"avg_measure\": 790.6, \"support\": 5}, {\"pdays\": \"142\", \"y\": \"yes\", \"sum_measure\": 254.0, \"avg_measure\": 254.0, \"support\": 1}, {\"pdays\": \"143\", \"y\": \"yes\", \"sum_measure\": 792.0, \"avg_measure\": 264.0, \"support\": 3}, {\"pdays\": \"144\", \"y\": \"yes\", \"sum_measure\": 297.0, \"avg_measure\": 297.0, \"support\": 1}, {\"pdays\": \"145\", \"y\": \"yes\", \"sum_measure\": 363.0, \"avg_measure\": 181.5, \"support\": 2}, {\"pdays\": \"146\", \"y\": \"yes\", \"sum_measure\": 1908.0, \"avg_measure\": 954.0, \"support\": 2}, {\"pdays\": \"147\", \"y\": \"yes\", \"sum_measure\": 2051.0, \"avg_measure\": 512.75, \"support\": 4}, {\"pdays\": \"148\", \"y\": \"yes\", \"sum_measure\": 3679.0, \"avg_measure\": 525.5714285714286, \"support\": 7}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42ba10b89d7ffc707c1e02c8f558158bba7545cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:20:53.352270+00:00", + "ended_at": "2026-05-04T07:21:07.844645+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2a3e2135ce911ab8", + "problem_id": "v2p_m8_d756847d83eed184", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=y, measure_col=duration.", + "bindings": { + "group_col": "pdays", + "group_col_2": "y", + "measure_col": "duration", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "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_c\\m8\\sql\\v2q_m8_2a3e2135ce911ab8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2a3e2135ce911ab8", + "api_calls": 0, + "input_tokens": 22766, + "cached_input_tokens": 19840, + "output_tokens": 194, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2677, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14423.93, + "sql_execution_elapsed_ms_total": 21.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2a3e2135ce911ab8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bc9fc331812ca97c4db48b21d11d6428c2e6fb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2a3e2135ce911ab8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:07.813522+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14423.93, "started_at": "2026-05-04T07:20:53.361884+00:00", "ended_at": "2026-05-04T07:21:07.785398+00:00", "prompt_metrics": {"chars": 9519, "bytes_utf8": 9519, "lines": 306, "estimated_tokens": 2677}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22766, "cached_input_tokens": 19840, "output_tokens": 194}, "stderr_preview": "2026-05-04T07:20:53.572906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:55.897752Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..565cdcf149ec11c24a6251bd87a1473eab75ec59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-0f60-7a72-a0be-a01392117a2a"} +{"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(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"day\\\". Cast \\\"day\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6fef89a6f36ab515026fbbfc01622359d325e6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9071e2a2aec9fb579062246f4372cbc84f601cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:55.701265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:58.060239Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:05.549448Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..41f8f78da947101860164a8f432b6b74634d9d79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/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=day. +Result preview: [{"y": "no", "avg_measure": 15.892289965432594}, {"y": "yes", "avg_measure": 15.158252977878616}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f080b0b44a8eb138bb955a77dd95bc425876c2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2b30c9a273144731 +-- problem_id: v2p_m8_5c0ab27493c28091 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c5ad1302d4a899c5b760f1f7af678a2c24ba531 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/query_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(\"day\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"no\", \"avg_measure\": 15.892289965432594}, {\"y\": \"yes\", \"avg_measure\": 15.158252977878616}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 122.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd0fe94c66168e1b86b740280780185207873cc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:02:55.420796+00:00", + "ended_at": "2026-05-04T07:03:06.703059+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2b30c9a273144731", + "problem_id": "v2p_m8_5c0ab27493c28091", + "dataset_id": "m8", + "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=day.", + "bindings": { + "group_col": "y", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_2b30c9a273144731.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2b30c9a273144731", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2617, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11119.86, + "sql_execution_elapsed_ms_total": 122.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2b30c9a273144731\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d6573340fb5be176bdef8603dc3d62b81b369d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2b30c9a273144731/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:06.568239+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11119.86, "started_at": "2026-05-04T07:02:55.431837+00:00", "ended_at": "2026-05-04T07:03:06.552248+00:00", "prompt_metrics": {"chars": 9022, "bytes_utf8": 9022, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:02:55.701265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:58.060239Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=campaign.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "month", + "measure_col": "campaign", + "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": 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 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_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a108eff3061253de99a78a9355bf713a8a14927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-7f98-75b0-84ce-bf597ca009f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(CAST(\\\"campaign\\\" AS REAL)) OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"month\\\" and measure_col bound to \\\"campaign\\\". CAST to REAL is included because the schema stores \\\"campaign\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80441d14ecd71851aa6b1f3ee0c3f94b0ce53da0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"month\",\n AVG(CAST(\"campaign\" AS REAL)) OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"month\" and measure_col bound to \"campaign\". CAST to REAL is included because the schema stores \"campaign\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a04f6e591b65448a1b36b90e6d8d20cae7bd60ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:13.377809Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:15.742119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:24.037397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..911903e46d3fa09c3957e491145b0325cad69d52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/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=month, measure_col=campaign. +Result preview: [{"month": "aug", "avg_measure": 3.9273251160557066}, {"month": "jul", "avg_measure": 3.524437998549674}, {"month": "jun", "avg_measure": 3.1353679086313426}, {"month": "may", "avg_measure": 2.447551939561238}, {"month": "feb", "avg_measure": 2.3820309550773877}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc6b4c0e4eb1ffa1b54cc7552a1e7bb13c8a89e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2bc9b154ad0c1404 +-- problem_id: v2p_m8_f7226c083e0b458d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG(CAST("campaign" AS REAL)) OVER (PARTITION BY "month") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..351f41470529bd4fd28aafaa7b8b690487a36cd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/query_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 \"month\",\n AVG(CAST(\"campaign\" AS REAL)) OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(CAST(\\\"campaign\\\" AS REAL)) OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"month\", \"avg_measure\"], \"rows\": [{\"month\": \"aug\", \"avg_measure\": 3.9273251160557066}, {\"month\": \"jul\", \"avg_measure\": 3.524437998549674}, {\"month\": \"jun\", \"avg_measure\": 3.1353679086313426}, {\"month\": \"may\", \"avg_measure\": 2.447551939561238}, {\"month\": \"feb\", \"avg_measure\": 2.3820309550773877}, {\"month\": \"mar\", \"avg_measure\": 2.2054507337526204}, {\"month\": \"dec\", \"avg_measure\": 2.196261682242991}, {\"month\": \"apr\", \"avg_measure\": 1.9553206002728514}, {\"month\": \"nov\", \"avg_measure\": 1.9181360201511335}, {\"month\": \"sep\", \"avg_measure\": 1.765112262521589}, {\"month\": \"jan\", \"avg_measure\": 1.6721311475409837}, {\"month\": \"oct\", \"avg_measure\": 1.5365853658536586}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 138.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84523fc1cf6970fd2d8196251c186cf3b6657006 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:01:13.076246+00:00", + "ended_at": "2026-05-04T07:01:24.775613+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2bc9b154ad0c1404", + "problem_id": "v2p_m8_f7226c083e0b458d", + "dataset_id": "m8", + "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=month, measure_col=campaign.", + "bindings": { + "group_col": "month", + "measure_col": "campaign", + "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": 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 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_c\\m8\\sql\\v2q_m8_2bc9b154ad0c1404.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2bc9b154ad0c1404", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2617, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11523.55, + "sql_execution_elapsed_ms_total": 138.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2bc9b154ad0c1404\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66ff555080de34257aa0728735b701c6f2da289c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2bc9b154ad0c1404/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:24.624333+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11523.55, "started_at": "2026-05-04T07:01:13.083977+00:00", "ended_at": "2026-05-04T07:01:24.607295+00:00", "prompt_metrics": {"chars": 9039, "bytes_utf8": 9039, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22611, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:01:13.377809Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:15.742119Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, measure_col=day.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b07aced65e5eaa16698620caa1ae7ad20ce48f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-c8dc-76d3-9608-721b293cdcb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"pdays\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50cff0f5335474f34be30f70ad67136de398a73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"pdays\" and measure_col=\"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64d9a278f73cdd23f56d587e05ad7fae854df6c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:44.069255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:46.407286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:54.808378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8454e084a195821fc91e6f067f946c76dd2148 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, measure_col=day. +Result preview: [{"pdays": "-1", "avg_measure": 16.145424040699247, "support": 36954}, {"pdays": "1", "avg_measure": 4.2, "support": 15}, {"pdays": "10", "avg_measure": 20.166666666666668, "support": 6}, {"pdays": "100", "avg_measure": 17.4, "support": 30}, {"pdays": "101", "avg_measure": 18.066666666666666, "support": 30}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9d946b9e627fc522a69ae9b3fb32a7eae6b72fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_2c7e52e9816fdcd9 +-- problem_id: v2p_m8_4fb871cbad39e74c +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21196ebe549a971f18a6fce6dddff92eb527c6cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/query_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_support_guarded_group_avg\nSELECT \"pdays\", AVG(CAST(\"day\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"pdays\"\nHAVING COUNT(*) > 5\nORDER BY \"pdays\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"pdays\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"pdays\\\";\", \"columns\": [\"pdays\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"avg_measure\": 16.145424040699247, \"support\": 36954}, {\"pdays\": \"1\", \"avg_measure\": 4.2, \"support\": 15}, {\"pdays\": \"10\", \"avg_measure\": 20.166666666666668, \"support\": 6}, {\"pdays\": \"100\", \"avg_measure\": 17.4, \"support\": 30}, {\"pdays\": \"101\", \"avg_measure\": 18.066666666666666, \"support\": 30}, {\"pdays\": \"102\", \"avg_measure\": 14.228571428571428, \"support\": 35}, {\"pdays\": \"103\", \"avg_measure\": 18.25, \"support\": 24}, {\"pdays\": \"104\", \"avg_measure\": 14.422222222222222, \"support\": 45}, {\"pdays\": \"105\", \"avg_measure\": 16.428571428571427, \"support\": 42}, {\"pdays\": \"106\", \"avg_measure\": 16.91304347826087, \"support\": 23}, {\"pdays\": \"107\", \"avg_measure\": 15.307692307692308, \"support\": 13}, {\"pdays\": \"108\", \"avg_measure\": 15.0, \"support\": 12}, {\"pdays\": \"109\", \"avg_measure\": 13.421052631578947, \"support\": 19}, {\"pdays\": \"110\", \"avg_measure\": 17.107142857142858, \"support\": 28}, {\"pdays\": \"111\", \"avg_measure\": 19.448275862068964, \"support\": 29}, {\"pdays\": \"112\", \"avg_measure\": 18.63157894736842, \"support\": 19}, {\"pdays\": \"113\", \"avg_measure\": 18.484848484848484, \"support\": 33}, {\"pdays\": \"114\", \"avg_measure\": 18.833333333333332, \"support\": 12}, {\"pdays\": \"115\", \"avg_measure\": 12.833333333333334, \"support\": 12}, {\"pdays\": \"116\", \"avg_measure\": 18.166666666666668, \"support\": 12}, {\"pdays\": \"117\", \"avg_measure\": 16.571428571428573, \"support\": 14}, {\"pdays\": \"118\", \"avg_measure\": 14.777777777777779, \"support\": 9}, {\"pdays\": \"119\", \"avg_measure\": 11.870967741935484, \"support\": 31}, {\"pdays\": \"12\", \"avg_measure\": 9.0, \"support\": 7}, {\"pdays\": \"120\", \"avg_measure\": 16.4, \"support\": 20}, {\"pdays\": \"121\", \"avg_measure\": 18.22222222222222, \"support\": 9}, {\"pdays\": \"122\", \"avg_measure\": 14.25, \"support\": 12}, {\"pdays\": \"123\", \"avg_measure\": 17.294117647058822, \"support\": 17}, {\"pdays\": \"124\", \"avg_measure\": 16.176470588235293, \"support\": 17}, {\"pdays\": \"125\", \"avg_measure\": 13.285714285714286, \"support\": 7}, {\"pdays\": \"126\", \"avg_measure\": 16.90909090909091, \"support\": 22}, {\"pdays\": \"127\", \"avg_measure\": 18.130434782608695, \"support\": 23}, {\"pdays\": \"128\", \"avg_measure\": 15.142857142857142, \"support\": 7}, {\"pdays\": \"129\", \"avg_measure\": 16.5, \"support\": 12}, {\"pdays\": \"13\", \"avg_measure\": 18.833333333333332, \"support\": 6}, {\"pdays\": \"130\", \"avg_measure\": 16.615384615384617, \"support\": 13}, {\"pdays\": \"131\", \"avg_measure\": 15.5, \"support\": 18}, {\"pdays\": \"132\", \"avg_measure\": 10.666666666666666, \"support\": 6}, {\"pdays\": \"133\", \"avg_measure\": 14.318181818181818, \"support\": 22}, {\"pdays\": \"134\", \"avg_measure\": 15.8, \"support\": 10}, {\"pdays\": \"135\", \"avg_measure\": 11.071428571428571, \"support\": 14}, {\"pdays\": \"136\", \"avg_measure\": 10.0, \"support\": 15}, {\"pdays\": \"137\", \"avg_measure\": 18.625, \"support\": 8}, {\"pdays\": \"138\", \"avg_measure\": 10.666666666666666, \"support\": 9}, {\"pdays\": \"139\", \"avg_measure\": 14.0, \"support\": 12}, {\"pdays\": \"14\", \"avg_measure\": 14.444444444444445, \"support\": 9}, {\"pdays\": \"140\", \"avg_measure\": 9.833333333333334, \"support\": 18}, {\"pdays\": \"141\", \"avg_measure\": 14.5, \"support\": 12}, {\"pdays\": \"142\", \"avg_measure\": 12.833333333333334, \"support\": 6}, {\"pdays\": \"143\", \"avg_measure\": 21.166666666666668, \"support\": 6}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 60.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c74ce558f18cafde35f56a886e4960e42af3d2e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:15:43.813638+00:00", + "ended_at": "2026-05-04T07:15:55.763090+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2c7e52e9816fdcd9", + "problem_id": "v2p_m8_4fb871cbad39e74c", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, measure_col=day.", + "bindings": { + "group_col": "pdays", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_2c7e52e9816fdcd9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2c7e52e9816fdcd9", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22771, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11811.49, + "sql_execution_elapsed_ms_total": 60.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2c7e52e9816fdcd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..026f3760a806b3dd33623abcb064d2c1164a5b65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:55.672788+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11811.49, "started_at": "2026-05-04T07:15:43.821249+00:00", "ended_at": "2026-05-04T07:15:55.621085+00:00", "prompt_metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:15:44.069255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:46.407286Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"pdays\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"pdays\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e48dc12787de0fe39f9edfc653755f2e5e1fd8bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2c7e52e9816fdcd9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2c7e52e9816fdcd9", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22771, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11811.49, + "sql_execution_elapsed_ms_total": 60.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2c7e52e9816fdcd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7465c54fdffb7ac0314e3d2c13af29dde8a63289 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9151, "bytes_utf8": 9151, "lines": 302, "estimated_tokens": 2562}} +{"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": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22651, "cached_input_tokens": 21888, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e1ab3255f77452e06f3f8dd73045467db8aa632 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2ca717f12baeccbb", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12202.1, + "sql_execution_elapsed_ms_total": 30.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2ca717f12baeccbb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6fe5517a6ac0a950ca7ed0c08fa3d904b0fe1dfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/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": "2026-05-04T07:13:52.673151+00:00", + "ended_at": "2026-05-04T07:14:04.863328+00:00", + "elapsed_ms": 12202.1, + "prompt_metrics": { + "chars": 9151, + "bytes_utf8": 9151, + "lines": 302, + "estimated_tokens": 2562 + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22651, + "cached_input_tokens": 21888, + "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_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0637aa0b00e1ef2403f2b158b06afa2e0de74d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=education.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "education", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7c32f3c745a91185e8cd85e8bd7524d97be572 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-16a9-7090-a625-ae4a75575f13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"education\\\" and predicate on \\\"previous\\\" >= 0.0. Cast \\\"previous\\\" to REAL because the schema snapshot stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22651,"cached_input_tokens":21888,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da5a794167c2b895f6432d81c9e245f49ef73d97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with fixed binding group_col=\"education\" and predicate on \"previous\" >= 0.0. Cast \"previous\" to REAL 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_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..523eb072d5102b41462f671d6adea182863a08bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:52.887052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:55.754127Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:03.877856Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ae674873acc10e25fac4943ae0c9e7c0b576ab8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/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=education. +Result preview: [{"education": "secondary", "support": 23202}, {"education": "tertiary", "support": 13301}, {"education": "primary", "support": 6851}, {"education": "unknown", "support": 1857}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e18353c0f38c3c7e7c9927d64385e4abd3ea7a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2ca717f12baeccbb +-- problem_id: v2p_m8_22b3cc848ef2633c +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "education" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5a71ff808a9aaaee26865bb65afc33ee05dd1b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/query_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 \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"education\", \"support\"], \"rows\": [{\"education\": \"secondary\", \"support\": 23202}, {\"education\": \"tertiary\", \"support\": 13301}, {\"education\": \"primary\", \"support\": 6851}, {\"education\": \"unknown\", \"support\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db6e720b17a57406aa701d0bdac997f877f32ef7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:13:52.666082+00:00", + "ended_at": "2026-05-04T07:14:04.934308+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2ca717f12baeccbb", + "problem_id": "v2p_m8_22b3cc848ef2633c", + "dataset_id": "m8", + "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=education.", + "bindings": { + "group_col": "education", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_2ca717f12baeccbb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2ca717f12baeccbb", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12202.1, + "sql_execution_elapsed_ms_total": 30.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2ca717f12baeccbb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5641db638dea8a307fbb1033c9ee89fb902a972a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:04.893139+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12202.1, "started_at": "2026-05-04T07:13:52.673151+00:00", "ended_at": "2026-05-04T07:14:04.863328+00:00", "prompt_metrics": {"chars": 9151, "bytes_utf8": 9151, "lines": 302, "estimated_tokens": 2562}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22651, "cached_input_tokens": 21888, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:13:52.887052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:55.754127Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"education\\\" and predicate on \\\"previous\\\" >= 0.0. Cast \\\"previous\\\" to REAL because the schema snapshot stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23d0e9d601326f0fa9166b9d51acf4c30079d986 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2ca717f12baeccbb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2ca717f12baeccbb", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12202.1, + "sql_execution_elapsed_ms_total": 30.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2ca717f12baeccbb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..751c31fcde2798972808a890fa0eeca0270c0cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9021, "bytes_utf8": 9021, "lines": 300, "estimated_tokens": 2519}} +{"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": 96}, "usage": {"input_tokens": 22610, "cached_input_tokens": 21888, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..984705623b2c4fefec154b7d37f8b459a5af0e1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2fed13e35037392d", + "api_calls": 0, + "input_tokens": 22610, + "cached_input_tokens": 21888, + "output_tokens": 112, + "total_tokens": 22722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2519, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2615, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11660.58, + "sql_execution_elapsed_ms_total": 124.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2fed13e35037392d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..186dc9c0d3119104fad0fa4d20fa1b15f601c46e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/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": "2026-05-04T07:03:06.714180+00:00", + "ended_at": "2026-05-04T07:03:18.374528+00:00", + "elapsed_ms": 11660.58, + "prompt_metrics": { + "chars": 9021, + "bytes_utf8": 9021, + "lines": 300, + "estimated_tokens": 2519 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 379, + "bytes_utf8": 379, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22610, + "cached_input_tokens": 21888, + "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_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06f8b16224f704babcbd440b495232d0bc7c5a38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd333113957eacb540bef565948aed10d973dec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-3b96-7251-8a0d-2f4db7711460"} +{"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(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22610,"cached_input_tokens":21888,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfe649f85a12089611bc772ab1f2020330a2573a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02fd52eda5f072c8a990111adf6121283e428eb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:06.996633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:09.354660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:17.507070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd688c850910464fc09a978b309ca05e01c80080 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/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=day. +Result preview: [{"y": "no", "avg_measure": 15.892289965432594}, {"y": "yes", "avg_measure": 15.158252977878616}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bc7a8154209e88b15671831931cd9a38294b137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2fed13e35037392d +-- problem_id: v2p_m8_4763425c22cda119 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dab7effb90142f503af75e56aa4e2f8859cf0291 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/query_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(\"day\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"no\", \"avg_measure\": 15.892289965432594}, {\"y\": \"yes\", \"avg_measure\": 15.158252977878616}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 124.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9209c38c9ada64db0b7a06cf3b6c3ddbd2d5706b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:03:06.706012+00:00", + "ended_at": "2026-05-04T07:03:18.525330+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_2fed13e35037392d", + "problem_id": "v2p_m8_4763425c22cda119", + "dataset_id": "m8", + "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=day.", + "bindings": { + "group_col": "y", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_2fed13e35037392d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_2fed13e35037392d", + "api_calls": 0, + "input_tokens": 22610, + "cached_input_tokens": 21888, + "output_tokens": 112, + "total_tokens": 22722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2519, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2615, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11660.58, + "sql_execution_elapsed_ms_total": 124.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_2fed13e35037392d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3ef03839da78af73ca43bf19b3b97da61343c6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_2fed13e35037392d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:18.391733+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11660.58, "started_at": "2026-05-04T07:03:06.714180+00:00", "ended_at": "2026-05-04T07:03:18.374528+00:00", "prompt_metrics": {"chars": 9021, "bytes_utf8": 9021, "lines": 300, "estimated_tokens": 2519}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22610, "cached_input_tokens": 21888, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:03:06.996633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:09.354660Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "day", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bd81f0732935dbbbdabf8d48c81dec66d438b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-6b98-7023-a2c6-9d082ab0d310"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"day\\\" and target_col=\\\"y\\\", keeping the planned bindings and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..785dc92faca058f633eed8dd9d9760f5e84b4e75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"day\" and target_col=\"y\", keeping the planned bindings and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0a3dd00a40a25307e541a9b7fd2c5fd40eb85c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:54.267737Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:56.925629Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:04.994348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..193cf0dc8df5dd004036fa1cc09f1402cd3937ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, target_col=y. +Result preview: [{"day": "19", "support": 1757, "focus_rate": 0.9305634604439386}, {"day": "20", "support": 2752, "focus_rate": 0.9302325581395349}, {"day": "31", "support": 643, "focus_rate": 0.9284603421461898}, {"day": "29", "support": 1745, "focus_rate": 0.9260744985673353}, {"day": "28", "support": 1830, "focus_rate": 0.9218579234972678}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a68c5a1b1f98e51eee4674209f71cb6351c8e1ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_308abdaeaaccdb72 +-- problem_id: v2p_m8_58c20d8ad86823c4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fae23dd306b59ee335fd54ad9613b20c0bc8d727 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/query_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_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"day\", \"support\", \"focus_rate\"], \"rows\": [{\"day\": \"19\", \"support\": 1757, \"focus_rate\": 0.9305634604439386}, {\"day\": \"20\", \"support\": 2752, \"focus_rate\": 0.9302325581395349}, {\"day\": \"31\", \"support\": 643, \"focus_rate\": 0.9284603421461898}, {\"day\": \"29\", \"support\": 1745, \"focus_rate\": 0.9260744985673353}, {\"day\": \"28\", \"support\": 1830, \"focus_rate\": 0.9218579234972678}, {\"day\": \"7\", \"support\": 1817, \"focus_rate\": 0.9135938359933957}, {\"day\": \"17\", \"support\": 1939, \"focus_rate\": 0.9092315626611656}, {\"day\": \"6\", \"support\": 1932, \"focus_rate\": 0.9063146997929606}, {\"day\": \"18\", \"support\": 2308, \"focus_rate\": 0.901213171577123}, {\"day\": \"21\", \"support\": 2026, \"focus_rate\": 0.9007897334649556}, {\"day\": \"8\", \"support\": 1842, \"focus_rate\": 0.8908794788273615}, {\"day\": \"26\", \"support\": 1035, \"focus_rate\": 0.8879227053140096}, {\"day\": \"5\", \"support\": 1910, \"focus_rate\": 0.887434554973822}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c2f3abc0d2e04a8725ed25f11de6de957b13f10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:33:54.038697+00:00", + "ended_at": "2026-05-04T07:34:05.968861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_308abdaeaaccdb72", + "problem_id": "v2p_m8_58c20d8ad86823c4", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, target_col=y.", + "bindings": { + "group_col": "day", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_308abdaeaaccdb72.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_308abdaeaaccdb72", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11863.92, + "sql_execution_elapsed_ms_total": 28.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_308abdaeaaccdb72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ac99f2ab782ff5e5afae8f0eaa9228f65aec127 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:05.929565+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11863.92, "started_at": "2026-05-04T07:33:54.046903+00:00", "ended_at": "2026-05-04T07:34:05.911158+00:00", "prompt_metrics": {"chars": 9274, "bytes_utf8": 9274, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22712, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:33:54.267737Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:56.925629Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"day\\\" and target_col=\\\"y\\\", keeping the planned bindings and SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2af6ada9149b9d775dd6c261418dc28083ebba7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_308abdaeaaccdb72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_308abdaeaaccdb72", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11863.92, + "sql_execution_elapsed_ms_total": 28.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_308abdaeaaccdb72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e78b155a430fd60f080e2bf242d5212e4027d88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 300, "estimated_tokens": 2548}} +{"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": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22639, "cached_input_tokens": 19840, "output_tokens": 501}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f6769517e853919d2a595140b57257c1a1ed2d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_337807704535710d", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 501, + "total_tokens": 23140, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18359.72, + "sql_execution_elapsed_ms_total": 147.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_337807704535710d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..61bbfd738d3729ef0bb5ed90708fdf828174945f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/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": "2026-05-04T07:24:41.506309+00:00", + "ended_at": "2026-05-04T07:24:59.866030+00:00", + "elapsed_ms": 18359.72, + "prompt_metrics": { + "chars": 9131, + "bytes_utf8": 9131, + "lines": 300, + "estimated_tokens": 2548 + }, + "stdout_metrics": { + "chars": 1087, + "bytes_utf8": 1087, + "lines": 4, + "estimated_tokens": 348 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 1, + "estimated_tokens": 205 + }, + "usage": { + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 501 + } + }, + "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_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25b8f19ceccbbff6a3c09487b528d21006f0d280 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "housing", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..219c7b1a5399f529375e13758287fbc0ad44a3a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-fd2e-73a1-a603-298198e95048"} +{"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 \\\"housing\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"housing\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" IS NOT NULL\\n AND \\\"pdays\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"housing\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.9\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to emulate the 90th percentile point per housing group. \\\"pdays\\\" is CAST from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":19840,"output_tokens":501}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..110b132f5918a1ce317cf7ac1252bec30aa8c9d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"housing\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n CUME_DIST() OVER (\n PARTITION BY \"housing\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"cd\"\n FROM \"m8\"\n WHERE \"housing\" IS NOT NULL\n AND \"pdays\" IS NOT NULL\n)\nSELECT\n \"housing\",\n MIN(\"pdays_num\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.9\nGROUP BY \"housing\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to emulate the 90th percentile point per housing group. \"pdays\" is CAST from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2375c7061a3981e05215df83ee4a0d202e58a0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:41.753418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:44.678061Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:59.037438Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a89390e0e70178073ac6612944da53a28c832c85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/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=housing, measure_col=pdays. +Result preview: [{"housing": "yes", "percentile_measure": 269.0}, {"housing": "no", "percentile_measure": 105.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e5f074ae572da7df796aad5cc3189ac2ee869b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_337807704535710d +-- problem_id: v2p_m8_0aeecdd9048754ec +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "housing", + CAST("pdays" AS REAL) AS "pdays_num", + CUME_DIST() OVER ( + PARTITION BY "housing" + ORDER BY CAST("pdays" AS REAL) + ) AS "cd" + FROM "m8" + WHERE "housing" IS NOT NULL + AND "pdays" IS NOT NULL +) +SELECT + "housing", + MIN("pdays_num") AS "percentile_measure" +FROM "ranked" +WHERE "cd" >= 0.9 +GROUP BY "housing" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07ab994752184658deed27b4087a364d2d080760 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/query_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 \"housing\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\",\n CUME_DIST() OVER (\n PARTITION BY \"housing\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"cd\"\n FROM \"m8\"\n WHERE \"housing\" IS NOT NULL\n AND \"pdays\" IS NOT NULL\n)\nSELECT\n \"housing\",\n MIN(\"pdays_num\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.9\nGROUP BY \"housing\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"housing\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"housing\\\" IS NOT NULL\\n AND \\\"pdays\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"housing\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.9\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"housing\", \"percentile_measure\"], \"rows\": [{\"housing\": \"yes\", \"percentile_measure\": 269.0}, {\"housing\": \"no\", \"percentile_measure\": 105.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 147.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adf6d5441774a9395d7002628ff62aae5d50648f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:24:41.497102+00:00", + "ended_at": "2026-05-04T07:25:00.060193+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_337807704535710d", + "problem_id": "v2p_m8_0aeecdd9048754ec", + "dataset_id": "m8", + "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=housing, measure_col=pdays.", + "bindings": { + "group_col": "housing", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_337807704535710d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_337807704535710d", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 501, + "total_tokens": 23140, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18359.72, + "sql_execution_elapsed_ms_total": 147.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_337807704535710d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53d2170b06e656630d0649e5f3d0ddf6b5abe3cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:59.903549+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18359.72, "started_at": "2026-05-04T07:24:41.506309+00:00", "ended_at": "2026-05-04T07:24:59.866030+00:00", "prompt_metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": 205}, "usage": {"input_tokens": 22639, "cached_input_tokens": 19840, "output_tokens": 501}, "stderr_preview": "2026-05-04T07:24:41.753418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:44.678061Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to emulate the 90th percentile point per housing group. \\\"pdays\\\" is CAST from TEXT to REAL before ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a19466d88a5d29f315dcd6cded30e3905a2fd85a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_337807704535710d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_337807704535710d", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 19840, + "output_tokens": 501, + "total_tokens": 23140, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 205, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18359.72, + "sql_execution_elapsed_ms_total": 147.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_337807704535710d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c16637ff50d662a84f0f95b945285bae1bdb4b2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "32", "support": 2085, "support_share": 0.04611709539713787, "support_rank": 1}, {"value_label": "31", "support": 1996, "support_share": 0.04414854791975404, "support_rank": 2}, {"value_label": "33", "support": 1972, "support_share": 0.04361770365618987, "support_rank": 3}, {"value_label": "34", "support": 1930, "support_share": 0.04268872619495256, "support_rank": 4}, {"value_label": "35", "support": 1894, "support_share": 0.04189245979960629, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87f1ad374f4cf5ba8f19cbc5827ed25a5ee32f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_34acabb03f941cc8 +-- problem_id: v2p_m8_cb6bba780a868b96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +) +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_c/m8/artifacts/v2q_m8_34acabb03f941cc8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d846c9168ae53bb7fa183870d0601e66f4db827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/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_c\n-- sql_source_dataset_id: m8\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_m8_34acabb03f941cc8\n-- problem_id: v2p_m8_cb6bba780a868b96\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"age\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"age\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_34acabb03f941cc8\\n-- problem_id: v2p_m8_cb6bba780a868b96\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\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\": \"32\", \"support\": 2085, \"support_share\": 0.04611709539713787, \"support_rank\": 1}, {\"value_label\": \"31\", \"support\": 1996, \"support_share\": 0.04414854791975404, \"support_rank\": 2}, {\"value_label\": \"33\", \"support\": 1972, \"support_share\": 0.04361770365618987, \"support_rank\": 3}, {\"value_label\": \"34\", \"support\": 1930, \"support_share\": 0.04268872619495256, \"support_rank\": 4}, {\"value_label\": \"35\", \"support\": 1894, \"support_share\": 0.04189245979960629, \"support_rank\": 5}, {\"value_label\": \"36\", \"support\": 1806, \"support_share\": 0.03994603083320431, \"support_rank\": 6}, {\"value_label\": \"30\", \"support\": 1757, \"support_share\": 0.03886222379509412, \"support_rank\": 7}, {\"value_label\": \"37\", \"support\": 1696, \"support_share\": 0.03751299462520183, \"support_rank\": 8}, {\"value_label\": \"39\", \"support\": 1487, \"support_share\": 0.03289022582999712, \"support_rank\": 9}, {\"value_label\": \"38\", \"support\": 1466, \"support_share\": 0.03242573709937847, \"support_rank\": 10}, {\"value_label\": \"40\", \"support\": 1355, \"support_share\": 0.029970582380394153, \"support_rank\": 11}, {\"value_label\": \"41\", \"support\": 1291, \"support_share\": 0.028554997677556346, \"support_rank\": 12}, {\"value_label\": \"42\", \"support\": 1242, \"support_share\": 0.027471190639446152, \"support_rank\": 13}, {\"value_label\": \"45\", \"support\": 1216, \"support_share\": 0.026896109353918295, \"support_rank\": 14}, {\"value_label\": \"29\", \"support\": 1185, \"support_share\": 0.026210435513481234, \"support_rank\": 15}, {\"value_label\": \"46\", \"support\": 1175, \"support_share\": 0.025989250403662824, \"support_rank\": 16}, {\"value_label\": \"43\", \"support\": 1161, \"support_share\": 0.025679591249917054, \"support_rank\": 17}, {\"value_label\": \"44\", \"support\": 1136, \"support_share\": 0.02512662847537104, \"support_rank\": 18}, {\"value_label\": \"47\", \"support\": 1088, \"support_share\": 0.024064939948242683, \"support_rank\": 19}, {\"value_label\": \"28\", \"support\": 1038, \"support_share\": 0.02295901439915065, \"support_rank\": 20}, {\"value_label\": \"48\", \"support\": 997, \"support_share\": 0.022052155448895182, \"support_rank\": 21}, {\"value_label\": \"49\", \"support\": 994, \"support_share\": 0.021985799915949657, \"support_rank\": 22}, {\"value_label\": \"50\", \"support\": 939, \"support_share\": 0.02076928181194842, \"support_rank\": 23}, {\"value_label\": \"51\", \"support\": 936, \"support_share\": 0.020702926279002897, \"support_rank\": 24}, {\"value_label\": \"52\", \"support\": 911, \"support_share\": 0.02014996350445688, \"support_rank\": 25}, {\"value_label\": \"27\", \"support\": 909, \"support_share\": 0.0201057264824932, \"support_rank\": 26}, {\"value_label\": \"53\", \"support\": 891, \"support_share\": 0.019707593284820066, \"support_rank\": 27}, {\"value_label\": \"57\", \"support\": 828, \"support_share\": 0.0183141270929641, \"support_rank\": 28}, {\"value_label\": \"54\", \"support\": 811, \"support_share\": 0.01793811240627281, \"support_rank\": 29}, {\"value_label\": \"55\", \"support\": 806, \"support_share\": 0.017827519851363605, \"support_rank\": 30}, {\"value_label\": \"26\", \"support\": 805, \"support_share\": 0.017805401340381766, \"support_rank\": 31}, {\"value_label\": \"56\", \"support\": 778, \"support_share\": 0.017208201543872065, \"support_rank\": 32}, {\"value_label\": \"59\", \"support\": 770, \"support_share\": 0.01703125345601734, \"support_rank\": 33}, {\"value_label\": \"58\", \"support\": 740, \"support_share\": 0.01636769812656212, \"support_rank\": 34}, {\"value_label\": \"60\", \"support\": 596, \"support_share\": 0.01318263254517706, \"support_rank\": 35}, {\"value_label\": \"25\", \"support\": 527, \"support_share\": 0.01165645528743005, \"support_rank\": 36}, {\"value_label\": \"24\", \"support\": 302, \"support_share\": 0.006679790316515892, \"support_rank\": 37}, {\"value_label\": \"23\", \"support\": 202, \"support_share\": 0.004467939218331822, \"support_rank\": 38}, {\"value_label\": \"61\", \"support\": 147, \"support_share\": 0.003251421114330583, \"support_rank\": 39}, {\"value_label\": \"22\", \"support\": 129, \"support_share\": 0.002853287916657451, \"support_rank\": 40}, {\"value_label\": \"62\", \"support\": 80, \"support_share\": 0.0017694808785472561, \"support_rank\": 41}, {\"value_label\": \"21\", \"support\": 79, \"support_share\": 0.0017473623675654155, \"support_rank\": 42}, {\"value_label\": \"63\", \"support\": 77, \"support_share\": 0.001703125345601734, \"support_rank\": 43}, {\"value_label\": \"64\", \"support\": 74, \"support_share\": 0.001636769812656212, \"support_rank\": 44}, {\"value_label\": \"70\", \"support\": 67, \"support_share\": 0.001481940235783327, \"support_rank\": 45}, {\"value_label\": \"66\", \"support\": 63, \"support_share\": 0.0013934661918559642, \"support_rank\": 46}, {\"value_label\": \"65\", \"support\": 59, \"support_share\": 0.0013049921479286015, \"support_rank\": 47}, {\"value_label\": \"67\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 48}, {\"value_label\": \"71\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 49}, {\"value_label\": \"72\", \"support\": 52, \"support_share\": 0.0011501625710557165, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8284f1e0d0442bca831afec1907fde1b9c739e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.633663+00:00", + "ended_at": "2026-05-04T07:37:06.666285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_34acabb03f941cc8", + "problem_id": "v2p_m8_cb6bba780a868b96", + "dataset_id": "m8", + "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=age.", + "bindings": { + "group_col": "age" + }, + "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_c\\m8\\sql\\v2q_m8_34acabb03f941cc8.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_c/m8/artifacts/v2q_m8_34acabb03f941cc8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_34acabb03f941cc8/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_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cda6342fe852fd563b9e3d61a31703c60d7564b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2575}} +{"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": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22666, "cached_input_tokens": 21888, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..68a3d275647b189b229dd8a2ac284a905be967ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_35f5640859757ac6", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22786, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2679, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.47, + "sql_execution_elapsed_ms_total": 28.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_35f5640859757ac6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb031fbd085efe3bf83568106188e3b319582278 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/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": "2026-05-04T06:54:53.080692+00:00", + "ended_at": "2026-05-04T06:55:05.384709+00:00", + "elapsed_ms": 12304.47, + "prompt_metrics": { + "chars": 9219, + "bytes_utf8": 9219, + "lines": 303, + "estimated_tokens": 2575 + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22666, + "cached_input_tokens": 21888, + "output_tokens": 120 + } + }, + "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_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e3e8453758324e79d9478de6129719be5b37db7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=poutcome, condition_col=contact.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "poutcome", + "condition_col": "contact", + "condition_value": "unknown", + "positive_value": "cellular", + "negative_value": "unknown", + "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},\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_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c992704048c03c29ab37a84c3607053eec77a9ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-b31a-7b30-a8b5-fdf84c78efe1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"poutcome\\\" and condition_col=\\\"contact\\\", measuring the within-group proportion of rows where contact='unknown'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22666,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a78b32ac144e7fe899853487187d37f26470f5fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"poutcome\",\n AVG(CASE WHEN \"contact\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"poutcome\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"poutcome\" and condition_col=\"contact\", measuring the within-group proportion of rows where contact='unknown'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf3804276d248ab8dc49a5838dbebc07576f303 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:53.292642Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:55.652624Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:04.600404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13442886ad0d6767725c49647dbdca6a477cca69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/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=poutcome, condition_col=contact. +Result preview: [{"poutcome": "unknown", "condition_rate": 0.35038826808084633}, {"poutcome": "other", "condition_rate": 0.014673913043478261}, {"poutcome": "success", "condition_rate": 0.007941760423560556}, {"poutcome": "failure", "condition_rate": 0.00632523974699041}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91a52466be01f9281c54c8658615abc39d9eadcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_35f5640859757ac6 +-- problem_id: v2p_m8_9157d17da637130a +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", + AVG(CASE WHEN "contact" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "poutcome" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4126e9ab35652c554166887ed5d6cb9713f58b28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/query_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 \"poutcome\",\n AVG(CASE WHEN \"contact\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"poutcome\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"poutcome\", \"condition_rate\"], \"rows\": [{\"poutcome\": \"unknown\", \"condition_rate\": 0.35038826808084633}, {\"poutcome\": \"other\", \"condition_rate\": 0.014673913043478261}, {\"poutcome\": \"success\", \"condition_rate\": 0.007941760423560556}, {\"poutcome\": \"failure\", \"condition_rate\": 0.00632523974699041}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72bc7c3ad15bfe8eec426c4ac4a2f76886f43dd3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:54:53.080692+00:00", + "ended_at": "2026-05-04T06:55:05.448584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_35f5640859757ac6", + "problem_id": "v2p_m8_9157d17da637130a", + "dataset_id": "m8", + "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=poutcome, condition_col=contact.", + "bindings": { + "group_col": "poutcome", + "condition_col": "contact", + "condition_value": "unknown", + "positive_value": "cellular", + "negative_value": "unknown", + "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", + "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_c\\m8\\sql\\v2q_m8_35f5640859757ac6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_35f5640859757ac6", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22786, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2679, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.47, + "sql_execution_elapsed_ms_total": 28.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_35f5640859757ac6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e4bda4bb1730c66120ad57694feed6dbae40de5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_35f5640859757ac6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:05.414083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12304.47, "started_at": "2026-05-04T06:54:53.080692+00:00", "ended_at": "2026-05-04T06:55:05.384709+00:00", "prompt_metrics": {"chars": 9219, "bytes_utf8": 9219, "lines": 303, "estimated_tokens": 2575}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22666, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T06:54:53.292642Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:55.652624Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=contact.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc134cf30ade110ac6a7356b6f16779d25773d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-a8e4-7c63-9cb6-1d5b57f89e3f"} +{"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 \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 16;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with group_col=\\\"marital\\\", group_col_2=\\\"contact\\\", and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..212bd2a7d1a77a606781cd722d52dfc2a49be0ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 16;","notes":"Uses the provided Pairwise Sparse Slice Count template with group_col=\"marital\", group_col_2=\"contact\", and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4fd7ec14a1eed10658418f544e51ade06d39d74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:21.042441Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:23.525350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:31.839404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d06afc9dbb17757017dbdc17db2bc085dbefe8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/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=marital, group_col_2=contact. +Result preview: [{"marital": "divorced", "contact": "telephone", "support": 271}, {"marital": "single", "contact": "telephone", "support": 620}, {"marital": "divorced", "contact": "unknown", "support": 1610}, {"marital": "married", "contact": "telephone", "support": 2015}, {"marital": "divorced", "contact": "cellular", "support": 3326}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6a331f1ce20ae38d958a4bd73931cbb3de4d611 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3601e81010d1b568 +-- problem_id: v2p_m8_1d63e1e3e73e37b8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf61c84ff66eb9fbd9a1be2e0f26d42b51da7818 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/query_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 \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 16;\", \"columns\": [\"marital\", \"contact\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"contact\": \"telephone\", \"support\": 271}, {\"marital\": \"single\", \"contact\": \"telephone\", \"support\": 620}, {\"marital\": \"divorced\", \"contact\": \"unknown\", \"support\": 1610}, {\"marital\": \"married\", \"contact\": \"telephone\", \"support\": 2015}, {\"marital\": \"divorced\", \"contact\": \"cellular\", \"support\": 3326}, {\"marital\": \"single\", \"contact\": \"unknown\", \"support\": 3379}, {\"marital\": \"married\", \"contact\": \"unknown\", \"support\": 8031}, {\"marital\": \"single\", \"contact\": \"cellular\", \"support\": 8791}, {\"marital\": \"married\", \"contact\": \"cellular\", \"support\": 17168}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97f7c10313f2e249be7393cd9b23fc55fce52437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:36:20.819579+00:00", + "ended_at": "2026-05-04T07:36:32.587387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3601e81010d1b568", + "problem_id": "v2p_m8_1d63e1e3e73e37b8", + "dataset_id": "m8", + "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=marital, group_col_2=contact.", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_3601e81010d1b568.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3601e81010d1b568", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 22821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2691, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.34, + "sql_execution_elapsed_ms_total": 46.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3601e81010d1b568\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a62fea93992463eaefb6bca92ccfa6bfdf6b0145 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3601e81010d1b568/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:32.532374+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11685.34, "started_at": "2026-05-04T07:36:20.828616+00:00", "ended_at": "2026-05-04T07:36:32.512676+00:00", "prompt_metrics": {"chars": 9128, "bytes_utf8": 9128, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:36:21.042441Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:23.525350Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=default, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "default", + "condition_col": "housing", + "condition_value": "no", + "positive_value": "yes", + "negative_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3365c00e72c477515a6cf8e1bc7e043156f2b616 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-ee32-7c11-89d8-4296bc3942fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col bound to \\\"default\\\" and condition_col bound to \\\"housing\\\", measuring the within-group proportion where housing = 'no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b80a8e19fe00c34887c0a63979565be0c6906b0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"default\",\n AVG(CASE WHEN \"housing\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col bound to \"default\" and condition_col bound to \"housing\", measuring the within-group proportion where housing = 'no'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dc1b94fceee49b13c45a8a98afcdd8da1cf8c6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:19.485528Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:21.882083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:30.002991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b138d84b2c3b52243083fc65078ccca99930ef3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/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=default, condition_col=housing. +Result preview: [{"default": "yes", "condition_rate": 0.4662576687116564}, {"default": "no", "condition_rate": 0.4437561942517344}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e0d6511cf6e898bd86323e440680f8123a3ee2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3772f018e2803658 +-- problem_id: v2p_m8_7c8f83c1cfae562f +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "housing" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..217a75bf13fce9284534102d66590175d458c492 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/query_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 \"default\",\n AVG(CASE WHEN \"housing\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"default\", \"condition_rate\"], \"rows\": [{\"default\": \"yes\", \"condition_rate\": 0.4662576687116564}, {\"default\": \"no\", \"condition_rate\": 0.4437561942517344}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd03c03bc3c1825de5544eff687ec6f9a4985977 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:57:19.221639+00:00", + "ended_at": "2026-05-04T06:57:30.794235+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3772f018e2803658", + "problem_id": "v2p_m8_7c8f83c1cfae562f", + "dataset_id": "m8", + "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=default, condition_col=housing.", + "bindings": { + "group_col": "default", + "condition_col": "housing", + "condition_value": "no", + "positive_value": "yes", + "negative_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_3772f018e2803658.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3772f018e2803658", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11515.69, + "sql_execution_elapsed_ms_total": 25.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3772f018e2803658\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a17a533580842af9ead060983dd602dcb948650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3772f018e2803658/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:30.761522+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11515.69, "started_at": "2026-05-04T06:57:19.227882+00:00", "ended_at": "2026-05-04T06:57:30.743890+00:00", "prompt_metrics": {"chars": 9203, "bytes_utf8": 9203, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22662, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T06:57:19.485528Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:21.882083Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=contact.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "y", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a0c94880a30731100a71c553b220b267673a412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-5ff3-7f21-bdeb-fbc769ea6de6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"y\\\",\\n SUM(CASE WHEN \\\"contact\\\" = 'cellular' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"contact\\\" = 'unknown' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"y\\\" and condition_col=\\\"contact\\\", using 'cellular' as the numerator condition and 'unknown' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22811,"cached_input_tokens":21888,"output_tokens":185}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c5bd7774268e0d94a2a755834526d6088c493d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"y\",\n SUM(CASE WHEN \"contact\" = 'cellular' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"contact\" = 'unknown' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"y\"\n)\nSELECT \"y\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"y\" and condition_col=\"contact\", using 'cellular' as the numerator condition and 'unknown' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2828b16eb574a10ff21c4338d030157e23ede36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:54.137343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:56.433580Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:05.294774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f37d214fc1fb782386047feaad3bd55c970d3828 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=contact. +Result preview: [{"y": "yes", "condition_ratio": 8.243396226415094}, {"y": "no", "condition_ratio": 1.9948759007205765}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b59aa61fc5c0328c4e9b5a29f95adc8404e8333 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_37fc2afd65e42708 +-- problem_id: v2p_m8_67ddbc60a60a60f5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", + SUM(CASE WHEN "contact" = 'cellular' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "contact" = 'unknown' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "y" +) +SELECT "y", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41018fc174f193f0280bfc58d3203d3fecc3e3b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"y\",\n SUM(CASE WHEN \"contact\" = 'cellular' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"contact\" = 'unknown' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"y\"\n)\nSELECT \"y\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"y\\\",\\n SUM(CASE WHEN \\\"contact\\\" = 'cellular' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"contact\\\" = 'unknown' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT \\\"y\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"y\", \"condition_ratio\"], \"rows\": [{\"y\": \"yes\", \"condition_ratio\": 8.243396226415094}, {\"y\": \"no\", \"condition_ratio\": 1.9948759007205765}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f4b637ec3d1b98dfa63bd41852c1b4672c4fadf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:58:53.911636+00:00", + "ended_at": "2026-05-04T06:59:06.259120+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_37fc2afd65e42708", + "problem_id": "v2p_m8_67ddbc60a60a60f5", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=y, condition_col=contact.", + "bindings": { + "group_col": "y", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_37fc2afd65e42708.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_37fc2afd65e42708", + "api_calls": 0, + "input_tokens": 22811, + "cached_input_tokens": 21888, + "output_tokens": 185, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2889, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12268.95, + "sql_execution_elapsed_ms_total": 35.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_37fc2afd65e42708\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2de92f79b0d6d47aba7425314e76225c69b2fee4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_37fc2afd65e42708/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:06.207484+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12268.95, "started_at": "2026-05-04T06:58:53.919804+00:00", "ended_at": "2026-05-04T06:59:06.184185+00:00", "prompt_metrics": {"chars": 9771, "bytes_utf8": 9771, "lines": 303, "estimated_tokens": 2720}, "response_metrics": {"chars": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22811, "cached_input_tokens": 21888, "output_tokens": 185}, "stderr_preview": "2026-05-04T06:58:54.137343Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:56.433580Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce50556f8d836f3986be533a1b2e7d5b401f9743 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-ef29-76c2-81f3-bc0290c8eb28"} +{"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 \\\"month\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY CAST(\\\"day\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"ranks\\\" AS (\\n SELECT DISTINCT\\n \\\"month\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"rank_real\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"low_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) + 1\\n END AS \\\"high_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n o.\\\"month\\\",\\n r.\\\"rank_real\\\",\\n r.\\\"low_rn\\\",\\n r.\\\"high_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = r.\\\"low_rn\\\" THEN o.\\\"day_value\\\" END) AS \\\"low_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = r.\\\"high_rn\\\" THEN o.\\\"day_value\\\" END) AS \\\"high_val\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"ranks\\\" AS r\\n ON o.\\\"month\\\" = r.\\\"month\\\"\\n GROUP BY o.\\\"month\\\", r.\\\"rank_real\\\", r.\\\"low_rn\\\", r.\\\"high_rn\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"low_val\\\" + (\\\"rank_real\\\" - \\\"low_rn\\\") * (\\\"high_val\\\" - \\\"low_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates SQLite 90th percentile per \\\"month\\\" for numeric \\\"day\\\" values using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":19840,"output_tokens":848}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52d4e6ad70b56a3ff69a0bb06f94c179a0a7354e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"month\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY CAST(\"day\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n),\n\"ranks\" AS (\n SELECT DISTINCT\n \"month\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"rank_real\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT) AS \"low_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT) + 1\n END AS \"high_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n o.\"month\",\n r.\"rank_real\",\n r.\"low_rn\",\n r.\"high_rn\",\n MAX(CASE WHEN o.\"rn\" = r.\"low_rn\" THEN o.\"day_value\" END) AS \"low_val\",\n MAX(CASE WHEN o.\"rn\" = r.\"high_rn\" THEN o.\"day_value\" END) AS \"high_val\"\n FROM \"ordered\" AS o\n JOIN \"ranks\" AS r\n ON o.\"month\" = r.\"month\"\n GROUP BY o.\"month\", r.\"rank_real\", r.\"low_rn\", r.\"high_rn\"\n)\nSELECT\n \"month\",\n \"low_val\" + (\"rank_real\" - \"low_rn\") * (\"high_val\" - \"low_val\") AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates SQLite 90th percentile per \"month\" for numeric \"day\" values using window functions and linear interpolation because SQLite does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba58ddde9f2d848e853b6faaac085ee3b161b543 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:54.721361Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:57.229340Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:18.554149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec345881ad969e95c8f61304687dda1e1a3da20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/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=day. +Result preview: [{"month": "apr", "percentile_measure": 30.0}, {"month": "jan", "percentile_measure": 30.0}, {"month": "jul", "percentile_measure": 30.0}, {"month": "oct", "percentile_measure": 28.300000000000068}, {"month": "aug", "percentile_measure": 28.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c3bef3610f99b07b4ab7614b9a46783330679c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/generated_sql.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3805224a4d9b3a0e +-- problem_id: v2p_m8_e2939d6abcda5010 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "month", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY CAST("day" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "m8" +), +"ranks" AS ( + SELECT DISTINCT + "month", + (1.0 + 0.9 * ("cnt" - 1)) AS "rank_real", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) AS "low_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + 1 + END AS "high_rn" + FROM "ordered" +), +"picked" AS ( + SELECT + o."month", + r."rank_real", + r."low_rn", + r."high_rn", + MAX(CASE WHEN o."rn" = r."low_rn" THEN o."day_value" END) AS "low_val", + MAX(CASE WHEN o."rn" = r."high_rn" THEN o."day_value" END) AS "high_val" + FROM "ordered" AS o + JOIN "ranks" AS r + ON o."month" = r."month" + GROUP BY o."month", r."rank_real", r."low_rn", r."high_rn" +) +SELECT + "month", + "low_val" + ("rank_real" - "low_rn") * ("high_val" - "low_val") AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35ef3acb66faba1ee6db30d8381620d0175ac497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/query_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 \"month\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY CAST(\"day\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"m8\"\n),\n\"ranks\" AS (\n SELECT DISTINCT\n \"month\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"rank_real\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT) AS \"low_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT) + 1\n END AS \"high_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n o.\"month\",\n r.\"rank_real\",\n r.\"low_rn\",\n r.\"high_rn\",\n MAX(CASE WHEN o.\"rn\" = r.\"low_rn\" THEN o.\"day_value\" END) AS \"low_val\",\n MAX(CASE WHEN o.\"rn\" = r.\"high_rn\" THEN o.\"day_value\" END) AS \"high_val\"\n FROM \"ordered\" AS o\n JOIN \"ranks\" AS r\n ON o.\"month\" = r.\"month\"\n GROUP BY o.\"month\", r.\"rank_real\", r.\"low_rn\", r.\"high_rn\"\n)\nSELECT\n \"month\",\n \"low_val\" + (\"rank_real\" - \"low_rn\") * (\"high_val\" - \"low_val\") AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY CAST(\\\"day\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"ranks\\\" AS (\\n SELECT DISTINCT\\n \\\"month\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"rank_real\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"low_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) + 1\\n END AS \\\"high_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n o.\\\"month\\\",\\n r.\\\"rank_real\\\",\\n r.\\\"low_rn\\\",\\n r.\\\"high_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = r.\\\"low_rn\\\" THEN o.\\\"day_value\\\" END) AS \\\"low_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = r.\\\"high_rn\\\" THEN o.\\\"day_value\\\" END) AS \\\"high_val\\\"\\n FROM \\\"ordered\\\" AS o\\n JOIN \\\"ranks\\\" AS r\\n ON o.\\\"month\\\" = r.\\\"month\\\"\\n GROUP BY o.\\\"month\\\", r.\\\"rank_real\\\", r.\\\"low_rn\\\", r.\\\"high_rn\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"low_val\\\" + (\\\"rank_real\\\" - \\\"low_rn\\\") * (\\\"high_val\\\" - \\\"low_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"month\", \"percentile_measure\"], \"rows\": [{\"month\": \"apr\", \"percentile_measure\": 30.0}, {\"month\": \"jan\", \"percentile_measure\": 30.0}, {\"month\": \"jul\", \"percentile_measure\": 30.0}, {\"month\": \"oct\", \"percentile_measure\": 28.300000000000068}, {\"month\": \"aug\", \"percentile_measure\": 28.0}, {\"month\": \"dec\", \"percentile_measure\": 28.0}, {\"month\": \"may\", \"percentile_measure\": 28.0}, {\"month\": \"mar\", \"percentile_measure\": 27.0}, {\"month\": \"sep\", \"percentile_measure\": 25.0}, {\"month\": \"nov\", \"percentile_measure\": 21.0}, {\"month\": \"jun\", \"percentile_measure\": 20.0}, {\"month\": \"feb\", \"percentile_measure\": 13.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 275.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62e698e69c6bbfe8e88b2d65c25ce0cf129c52c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:27:54.528057+00:00", + "ended_at": "2026-05-04T07:28:19.879120+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3805224a4d9b3a0e", + "problem_id": "v2p_m8_e2939d6abcda5010", + "dataset_id": "m8", + "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=day.", + "bindings": { + "group_col": "month", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_3805224a4d9b3a0e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3805224a4d9b3a0e", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 848, + "total_tokens": 23486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 531, + "estimated_total_tokens": 3078, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25038.02, + "sql_execution_elapsed_ms_total": 275.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3805224a4d9b3a0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..769bb76adbe86f278c5c03aac280aee181e785f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3805224a4d9b3a0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:19.593944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25038.02, "started_at": "2026-05-04T07:27:54.536598+00:00", "ended_at": "2026-05-04T07:28:19.569504+00:00", "prompt_metrics": {"chars": 9123, "bytes_utf8": 9123, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1521, "bytes_utf8": 1521, "lines": 1, "estimated_tokens": 531}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 848}, "stderr_preview": "2026-05-04T07:27:54.721361Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:57.229340Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=education, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "education", + "measure_col": "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80af93a7470565a7776a497894249163fc7d3b94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-792c-74e2-afae-7ee18e112b2b"} +{"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 \\\"education\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"education\\\",\\n MIN(\\\"duration_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= ((\\\"cnt\\\" * 9) + 9) / 10\\nGROUP BY \\\"education\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile equivalent: for each education group, it returns the smallest duration value at rank ceil(0.9 * group_size). \\\"duration\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":19840,"output_tokens":701}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e0aad313c4754e0a7b15aa98d6ea6d6d92c8fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"duration\" IS NOT NULL\n)\nSELECT\n \"education\",\n MIN(\"duration_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= ((\"cnt\" * 9) + 9) / 10\nGROUP BY \"education\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile equivalent: for each education group, it returns the smallest duration value at rank ceil(0.9 * group_size). \"duration\" 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_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35dc87778fc6ac29235dde045c2f01eca0ec07ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:02.380208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:04.664236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:23.283212Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d88d1ddc971e1b1a766e138956dd9c1217983306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/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=education, measure_col=duration. +Result preview: [{"education": "unknown", "percentile_measure": 560.0}, {"education": "primary", "percentile_measure": 554.0}, {"education": "tertiary", "percentile_measure": 551.0}, {"education": "secondary", "percentile_measure": 543.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cfc6828eddee5b440e3addfc48c4f1b40b1f49c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_38437a02397517f6 +-- problem_id: v2p_m8_dc60c66abf4a6d63 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "education", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "education" + ) AS "cnt" + FROM "m8" + WHERE "duration" IS NOT NULL +) +SELECT + "education", + MIN("duration_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= (("cnt" * 9) + 9) / 10 +GROUP BY "education" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf11767c97b2bd904b0e3565a173aed05a7b7ebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/query_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 \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"duration\" IS NOT NULL\n)\nSELECT\n \"education\",\n MIN(\"duration_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= ((\"cnt\" * 9) + 9) / 10\nGROUP BY \"education\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"duration\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"education\\\",\\n MIN(\\\"duration_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= ((\\\"cnt\\\" * 9) + 9) / 10\\nGROUP BY \\\"education\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"education\", \"percentile_measure\"], \"rows\": [{\"education\": \"unknown\", \"percentile_measure\": 560.0}, {\"education\": \"primary\", \"percentile_measure\": 554.0}, {\"education\": \"tertiary\", \"percentile_measure\": 551.0}, {\"education\": \"secondary\", \"percentile_measure\": 543.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 257.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa92139767548f0306b75c15553d678526cdfec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:23:02.146754+00:00", + "ended_at": "2026-05-04T07:23:24.314328+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_38437a02397517f6", + "problem_id": "v2p_m8_dc60c66abf4a6d63", + "dataset_id": "m8", + "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=education, measure_col=duration.", + "bindings": { + "group_col": "education", + "measure_col": "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_38437a02397517f6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_38437a02397517f6", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 701, + "total_tokens": 23339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 240, + "estimated_total_tokens": 2787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21874.35, + "sql_execution_elapsed_ms_total": 257.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_38437a02397517f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4637d50b626e2911bf0e250ec8aaed03ae9da8bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:24.048066+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21874.35, "started_at": "2026-05-04T07:23:02.154155+00:00", "ended_at": "2026-05-04T07:23:24.023839+00:00", "prompt_metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 890, "bytes_utf8": 890, "lines": 1, "estimated_tokens": 240}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 701}, "stderr_preview": "2026-05-04T07:23:02.380208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:04.664236Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = ((\\\"cnt\\\" * 9) + 9) / 10\\nGROUP BY \\\"education\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile equivalent: for each education group, it returns the smallest duration value at rank ceil(0.9 * group_size). \\\"duration\\\" is cast from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e542df8604324443628a81bcf60e2386cf7e2854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_38437a02397517f6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_38437a02397517f6", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 701, + "total_tokens": 23339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 240, + "estimated_total_tokens": 2787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21874.35, + "sql_execution_elapsed_ms_total": 257.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_38437a02397517f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f0679f92a5890af3d334ec0d7715fb4377ab1f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 300, "estimated_tokens": 2591}} +{"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": 111}, "usage": {"input_tokens": 22680, "cached_input_tokens": 21888, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2972e66b4b894072de29590c5565e2807db0b50e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3965b3e92db4d759", + "api_calls": 0, + "input_tokens": 22680, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2591, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2702, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13119.17, + "sql_execution_elapsed_ms_total": 51.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3965b3e92db4d759\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e305d963923f0509d3cce5b56385ce2ce1edca58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/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": "2026-05-04T07:35:42.594787+00:00", + "ended_at": "2026-05-04T07:35:55.714351+00:00", + "elapsed_ms": 13119.17, + "prompt_metrics": { + "chars": 9129, + "bytes_utf8": 9129, + "lines": 300, + "estimated_tokens": 2591 + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22680, + "cached_input_tokens": 21888, + "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_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..834fe02b337f52eeaac59f5b1439c2d3922fdb08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccee96242128d9989a315e031388106789ba1f8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-1390-7992-928e-2ec805a84706"} +{"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 \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"marital\\\", group_col_2=\\\"housing\\\", and top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22680,"cached_input_tokens":21888,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dbe7f8c516fface267dae0b1c4243287eff7690 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"marital\", group_col_2=\"housing\", and top_k=19. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ddbfdc0df38a3a7e936c91ec96ae2f0127dece --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:42.788938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:45.318682Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:55.058745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..debfd66e5f5b65c7f3ec1bd598b0050298c70123 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/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=marital, group_col_2=housing. +Result preview: [{"marital": "divorced", "housing": "no", "support": 2300}, {"marital": "divorced", "housing": "yes", "support": 2907}, {"marital": "single", "housing": "no", "support": 5888}, {"marital": "single", "housing": "yes", "support": 6902}, {"marital": "married", "housing": "no", "support": 11893}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..baa3cbe909c2e0f690674891da7c8fb83818ab38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3965b3e92db4d759 +-- problem_id: v2p_m8_e02fd23ed6cdbb91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ab2f67afed5e37b9ce696658a49a8c4cad0d568 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/query_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 \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 19;\", \"columns\": [\"marital\", \"housing\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"housing\": \"no\", \"support\": 2300}, {\"marital\": \"divorced\", \"housing\": \"yes\", \"support\": 2907}, {\"marital\": \"single\", \"housing\": \"no\", \"support\": 5888}, {\"marital\": \"single\", \"housing\": \"yes\", \"support\": 6902}, {\"marital\": \"married\", \"housing\": \"no\", \"support\": 11893}, {\"marital\": \"married\", \"housing\": \"yes\", \"support\": 15321}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01c65d1e165f2079dd8615138ca3edae8db21e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:35:42.587259+00:00", + "ended_at": "2026-05-04T07:35:55.798913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3965b3e92db4d759", + "problem_id": "v2p_m8_e02fd23ed6cdbb91", + "dataset_id": "m8", + "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=marital, group_col_2=housing.", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_3965b3e92db4d759.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3965b3e92db4d759", + "api_calls": 0, + "input_tokens": 22680, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2591, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2702, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13119.17, + "sql_execution_elapsed_ms_total": 51.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3965b3e92db4d759\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdf4378c9a1724f526eb33577b74e16b3668cc26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3965b3e92db4d759/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:55.737176+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13119.17, "started_at": "2026-05-04T07:35:42.594787+00:00", "ended_at": "2026-05-04T07:35:55.714351+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 300, "estimated_tokens": 2591}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22680, "cached_input_tokens": 21888, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:35:42.788938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:45.318682Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0842416159f30f0722300f4c14e91ad2be9e4f58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-2c46-7f32-9a40-03650007181b"} +{"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 \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"marital\\\", group_col_2=\\\"month\\\", and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e5eec2fca7706af0cee1e36bb817ffbcd17b65f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"marital\", group_col_2=\"month\", and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06cbcb4eb63dc8fc555a84d3a331e65a7027a1a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:54.663589Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:57.061887Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:05.213322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc34b02b27f7e8c1c6c39c11a66e2d6c26d3b47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/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=marital, group_col_2=month. +Result preview: [{"marital": "divorced", "month": "dec", "support": 22}, {"marital": "divorced", "month": "mar", "support": 48}, {"marital": "divorced", "month": "sep", "support": 54}, {"marital": "single", "month": "dec", "support": 71}, {"marital": "divorced", "month": "oct", "support": 79}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de11fb13363dc6213b6c4e986583bdf3afaa3c82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3a18bbf0a28da91e +-- problem_id: v2p_m8_af682f517d070793 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc764a34010b72df929d18de6a5939dad0802936 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/query_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 \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 18;\", \"columns\": [\"marital\", \"month\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"month\": \"dec\", \"support\": 22}, {\"marital\": \"divorced\", \"month\": \"mar\", \"support\": 48}, {\"marital\": \"divorced\", \"month\": \"sep\", \"support\": 54}, {\"marital\": \"single\", \"month\": \"dec\", \"support\": 71}, {\"marital\": \"divorced\", \"month\": \"oct\", \"support\": 79}, {\"marital\": \"married\", \"month\": \"dec\", \"support\": 121}, {\"marital\": \"divorced\", \"month\": \"jan\", \"support\": 167}, {\"marital\": \"single\", \"month\": \"mar\", \"support\": 183}, {\"marital\": \"single\", \"month\": \"sep\", \"support\": 207}, {\"marital\": \"single\", \"month\": \"oct\", \"support\": 242}, {\"marital\": \"married\", \"month\": \"mar\", \"support\": 246}, {\"marital\": \"divorced\", \"month\": \"apr\", \"support\": 270}, {\"marital\": \"divorced\", \"month\": \"feb\", \"support\": 301}, {\"marital\": \"married\", \"month\": \"sep\", \"support\": 318}, {\"marital\": \"married\", \"month\": \"oct\", \"support\": 417}, {\"marital\": \"divorced\", \"month\": \"nov\", \"support\": 495}, {\"marital\": \"single\", \"month\": \"jan\", \"support\": 537}, {\"marital\": \"divorced\", \"month\": \"aug\", \"support\": 582}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f770e8d0f53b5ea1247b56c2e28b832ab3f0078c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:36:54.463057+00:00", + "ended_at": "2026-05-04T07:37:06.096995+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3a18bbf0a28da91e", + "problem_id": "v2p_m8_af682f517d070793", + "dataset_id": "m8", + "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=marital, group_col_2=month.", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_3a18bbf0a28da91e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3a18bbf0a28da91e", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2691, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11559.17, + "sql_execution_elapsed_ms_total": 38.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3a18bbf0a28da91e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..573812f54510afa16c5048131ec83fd138b0ad6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3a18bbf0a28da91e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:06.047617+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11559.17, "started_at": "2026-05-04T07:36:54.470592+00:00", "ended_at": "2026-05-04T07:37:06.030032+00:00", "prompt_metrics": {"chars": 9123, "bytes_utf8": 9123, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T07:36:54.663589Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:57.061887Z 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_c/m8/artifacts/v2q_m8_3b818a84b46df65e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b4d2d3aa8c2a5fbf1dac4537d37181543ada744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/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_c\n-- sql_source_dataset_id: m8\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_m8_3b818a84b46df65e\n-- problem_id: v2p_m8_be4c3afe59575363\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_3b818a84b46df65e\\n-- problem_id: v2p_m8_be4c3afe59575363\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 40.93242950695459}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 43.02395209580838}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 44.40816326530612}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 44.666666666666664}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 43.53174603174603}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 47.85470085470085}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 39.73737373737374}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 43.63529411764706}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 39.02597402597402}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 41.5945945945946}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 39.9041095890411}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 43.81944444444444}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 39.225352112676056}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 43.544117647058826}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 40.8}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 39.38461538461539}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 47.484375}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 47.18333333333333}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 46.63333333333333}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 41.70175438596491}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 40.92982456140351}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 36.19298245614035}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 39.18181818181818}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 46.907407407407405}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 43.407407407407405}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 42.294117647058826}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 38.80392156862745}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 42.265306122448976}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 40.3469387755102}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 38.857142857142854}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 38.59183673469388}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 37.708333333333336}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 34.729166666666664}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 41.255319148936174}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 38.87234042553192}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 37.212765957446805}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 47.54347826086956}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 42.13333333333333}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 41.666666666666664}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 41.666666666666664}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 40.955555555555556}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 35.4}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 42.34090909090909}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 38.88636363636363}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 38.75}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 48.13953488372093}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 42.627906976744185}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 41.116279069767444}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 40.02325581395349}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 39.30232558139535}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e323b5df767beed207200f7768bc7d61d282a91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.895281+00:00", + "ended_at": "2026-05-04T07:37:07.928060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3b818a84b46df65e", + "problem_id": "v2p_m8_be4c3afe59575363", + "dataset_id": "m8", + "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=age, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "age", + "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_c\\m8\\sql\\v2q_m8_3b818a84b46df65e.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_c/m8/artifacts/v2q_m8_3b818a84b46df65e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3b818a84b46df65e/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_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc1c3abcdb87400991d5f1b76d2a5d938d769679 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9465, "bytes_utf8": 9465, "lines": 305, "estimated_tokens": 2624}} +{"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": 1243, "bytes_utf8": 1243, "lines": 1, "estimated_tokens": 374}, "usage": {"input_tokens": 22715, "cached_input_tokens": 19840, "output_tokens": 436}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67ffbc7bec3ab134e58b6044156eb070b14c51cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3c503f7930f4744c", + "api_calls": 0, + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 436, + "total_tokens": 23151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 374, + "estimated_total_tokens": 2998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17907.76, + "sql_execution_elapsed_ms_total": 194.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3c503f7930f4744c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d60a0d2124e9e6c05ef3314c1aefc1133d0f5fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/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": "2026-05-04T07:07:21.858580+00:00", + "ended_at": "2026-05-04T07:07:39.760774+00:00", + "elapsed_ms": 17907.76, + "prompt_metrics": { + "chars": 9465, + "bytes_utf8": 9465, + "lines": 305, + "estimated_tokens": 2624 + }, + "stdout_metrics": { + "chars": 1715, + "bytes_utf8": 1715, + "lines": 4, + "estimated_tokens": 569 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1243, + "bytes_utf8": 1243, + "lines": 1, + "estimated_tokens": 374 + }, + "usage": { + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 436 + } + }, + "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_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b70014d9b80ca57dd589d23f08062c0f5ee2f2b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=pdays, condition_col=poutcome.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "month", + "measure_col": "pdays", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..745d0446769db5d201155bd872171bc46429aec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-202c-75e1-ac46-16899693ca2a"} +{"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(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'unknown'\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"target\\\" AS (\\n SELECT\\n \\\"month\\\",\\n MAX(CASE WHEN \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END THEN \\\"rn\\\" END) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"month\\\"\\n)\\nSELECT\\n r.\\\"month\\\",\\n r.\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"month\\\" = t.\\\"month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.95 quantile as the smallest ordered value with rank at or above CEIL(0.95 * group_count), filtered to rows where \\\"poutcome\\\" = 'unknown'. Identifiers are double-quoted and \\\"pdays\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22715,"cached_input_tokens":19840,"output_tokens":436}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70ab461b7f7c40af4ab5934934d8fd13a61b9cc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/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(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'unknown'\n), \"ranked\" AS (\n SELECT\n \"month\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n), \"target\" AS (\n SELECT\n \"month\",\n MAX(CASE WHEN \"rn\" >= CAST(0.95 * \"cnt\" AS INTEGER) + CASE WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END THEN \"rn\" END) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"month\"\n)\nSELECT\n r.\"month\",\n r.\"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"month\" = t.\"month\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 0.95 quantile as the smallest ordered value with rank at or above CEIL(0.95 * group_count), filtered to rows where \"poutcome\" = 'unknown'. Identifiers are double-quoted and \"pdays\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cc4fb948d90396de1ad0c1b4eefb1dddd2f5718 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:22.131932Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:24.617842Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:38.946401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a5c3716fbdb2c2c01d36df2137a7bf10357726 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/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=pdays, condition_col=poutcome. +Result preview: [{"month": "oct", "conditional_percentile": 528.0}, {"month": "jun", "conditional_percentile": 416.0}, {"month": "aug", "conditional_percentile": 98.0}, {"month": "apr", "conditional_percentile": -1.0}, {"month": "dec", "conditional_percentile": -1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3581cfe9632ea355bac19b10034c35cf5a0be9d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3c503f7930f4744c +-- problem_id: v2p_m8_b424c64efcdabc8a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("pdays" AS REAL) AS "measure_value" + FROM "m8" + WHERE "poutcome" = 'unknown' +), "ranked" AS ( + SELECT + "month", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +), "target" AS ( + SELECT + "month", + MAX(CASE WHEN "rn" >= CAST(0.95 * "cnt" AS INTEGER) + CASE WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INTEGER) THEN 1 ELSE 0 END THEN "rn" END) AS "target_rn" + FROM "ranked" + GROUP BY "month" +) +SELECT + r."month", + r."measure_value" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "target" AS t + ON r."month" = t."month" + AND r."rn" = t."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f545d73a427fc1414ab41b4b100876d2aecdee6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/query_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(\"pdays\" AS REAL) AS \"measure_value\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'unknown'\n), \"ranked\" AS (\n SELECT\n \"month\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n), \"target\" AS (\n SELECT\n \"month\",\n MAX(CASE WHEN \"rn\" >= CAST(0.95 * \"cnt\" AS INTEGER) + CASE WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END THEN \"rn\" END) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"month\"\n)\nSELECT\n r.\"month\",\n r.\"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"month\" = t.\"month\"\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 \\\"month\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'unknown'\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"target\\\" AS (\\n SELECT\\n \\\"month\\\",\\n MAX(CASE WHEN \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END THEN \\\"rn\\\" END) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"month\\\"\\n)\\nSELECT\\n r.\\\"month\\\",\\n r.\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"month\\\" = t.\\\"month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"month\", \"conditional_percentile\"], \"rows\": [{\"month\": \"oct\", \"conditional_percentile\": 528.0}, {\"month\": \"jun\", \"conditional_percentile\": 416.0}, {\"month\": \"aug\", \"conditional_percentile\": 98.0}, {\"month\": \"apr\", \"conditional_percentile\": -1.0}, {\"month\": \"dec\", \"conditional_percentile\": -1.0}, {\"month\": \"feb\", \"conditional_percentile\": -1.0}, {\"month\": \"jan\", \"conditional_percentile\": -1.0}, {\"month\": \"jul\", \"conditional_percentile\": -1.0}, {\"month\": \"mar\", \"conditional_percentile\": -1.0}, {\"month\": \"may\", \"conditional_percentile\": -1.0}, {\"month\": \"nov\", \"conditional_percentile\": -1.0}, {\"month\": \"sep\", \"conditional_percentile\": -1.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 194.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75926257d662131268a28c964360ff0048ab5f8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:07:21.845978+00:00", + "ended_at": "2026-05-04T07:07:39.990650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3c503f7930f4744c", + "problem_id": "v2p_m8_b424c64efcdabc8a", + "dataset_id": "m8", + "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=pdays, condition_col=poutcome.", + "bindings": { + "group_col": "month", + "measure_col": "pdays", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_3c503f7930f4744c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3c503f7930f4744c", + "api_calls": 0, + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 436, + "total_tokens": 23151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 374, + "estimated_total_tokens": 2998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17907.76, + "sql_execution_elapsed_ms_total": 194.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3c503f7930f4744c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44ecbcdb1f41b8573ea29e00bb4e5c18d95d6525 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:39.775670+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17907.76, "started_at": "2026-05-04T07:07:21.858580+00:00", "ended_at": "2026-05-04T07:07:39.760774+00:00", "prompt_metrics": {"chars": 9465, "bytes_utf8": 9465, "lines": 305, "estimated_tokens": 2624}, "response_metrics": {"chars": 1243, "bytes_utf8": 1243, "lines": 1, "estimated_tokens": 374}, "usage": {"input_tokens": 22715, "cached_input_tokens": 19840, "output_tokens": 436}, "stderr_preview": "2026-05-04T07:07:22.131932Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:24.617842Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END THEN \\\"rn\\\" END) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"month\\\"\\n)\\nSELECT\\n r.\\\"month\\\",\\n r.\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"month\\\" = t.\\\"month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1dc7f7e0baa66d598876918ea029405fc8c3a0e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3c503f7930f4744c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3c503f7930f4744c", + "api_calls": 0, + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 436, + "total_tokens": 23151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 374, + "estimated_total_tokens": 2998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17907.76, + "sql_execution_elapsed_ms_total": 194.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3c503f7930f4744c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a188c499a0686a786e2bbf9871452ca7c8d5f8f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9475, "bytes_utf8": 9475, "lines": 305, "estimated_tokens": 2624}} +{"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": 965, "bytes_utf8": 965, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22715, "cached_input_tokens": 19840, "output_tokens": 344}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a62c5b7a1e0b5bbddb45a84cd05824b8f6e5cdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f00b77c5c8b1958", + "api_calls": 0, + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 344, + "total_tokens": 23059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15269.9, + "sql_execution_elapsed_ms_total": 111.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3f00b77c5c8b1958\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ef8c8ee94f37777bb1bd649eb5a98d8b79c63d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/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": "2026-05-04T07:03:18.534925+00:00", + "ended_at": "2026-05-04T07:03:33.804421+00:00", + "elapsed_ms": 15269.9, + "prompt_metrics": { + "chars": 9475, + "bytes_utf8": 9475, + "lines": 305, + "estimated_tokens": 2624 + }, + "stdout_metrics": { + "chars": 1393, + "bytes_utf8": 1393, + "lines": 4, + "estimated_tokens": 437 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13282 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 965, + "bytes_utf8": 965, + "lines": 1, + "estimated_tokens": 272 + }, + "usage": { + "input_tokens": 22715, + "cached_input_tokens": 19840, + "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_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f5946506d83ce341cc238954d7c508310383ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=education, measure_col=previous, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "education", + "measure_col": "previous", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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},\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_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3bd632473eda508933110e6e73b8bcb72b7590b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-6994-72a3-a689-cd23ce7eddb4"} +{"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 \\\"education\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'married'\\n AND \\\"education\\\" IS NOT NULL\\n AND \\\"previous\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"previous\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"education\\\" ORDER BY \\\"previous\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"education\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"education\\\",\\n MIN(\\\"previous\\\") 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 \\\"education\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each education group after filtering to married rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22715,"cached_input_tokens":19840,"output_tokens":344}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e49e7e6138535fea6b8b8828f53bf5d951b0d23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"education\",\n CAST(\"previous\" AS REAL) AS \"previous\"\n FROM \"m8\"\n WHERE \"marital\" = 'married'\n AND \"education\" IS NOT NULL\n AND \"previous\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"previous\",\n ROW_NUMBER() OVER (PARTITION BY \"education\" ORDER BY \"previous\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"education\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"education\",\n MIN(\"previous\") 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 \"education\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each education group after filtering to married rows."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..700b0d1a3e31c866bf41d80ca595a1208587e2a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:18.722162Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:21.048622Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:33.086303Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c963031d605673e06656bcbb0621b36f2ac7f35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/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=education, measure_col=previous, condition_col=marital. +Result preview: [{"education": "tertiary", "conditional_percentile": 4.0}, {"education": "unknown", "conditional_percentile": 3.0}, {"education": "secondary", "conditional_percentile": 3.0}, {"education": "primary", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d18ce9c4d01c42de14ac3071ccadcd71a426128 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3f00b77c5c8b1958 +-- problem_id: v2p_m8_28268bafc4914485 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "education", + CAST("previous" AS REAL) AS "previous" + FROM "m8" + WHERE "marital" = 'married' + AND "education" IS NOT NULL + AND "previous" IS NOT NULL +), +"ranked" AS ( + SELECT + "education", + "previous", + ROW_NUMBER() OVER (PARTITION BY "education" ORDER BY "previous") AS "rn", + COUNT(*) OVER (PARTITION BY "education") AS "cnt" + FROM "filtered" +) +SELECT + "education", + MIN("previous") 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 "education" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c45bec828e42735e58087456bda07e5b74b2702 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/query_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 \"education\",\n CAST(\"previous\" AS REAL) AS \"previous\"\n FROM \"m8\"\n WHERE \"marital\" = 'married'\n AND \"education\" IS NOT NULL\n AND \"previous\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"previous\",\n ROW_NUMBER() OVER (PARTITION BY \"education\" ORDER BY \"previous\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"education\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"education\",\n MIN(\"previous\") 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 \"education\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'married'\\n AND \\\"education\\\" IS NOT NULL\\n AND \\\"previous\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"previous\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"education\\\" ORDER BY \\\"previous\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"education\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"education\\\",\\n MIN(\\\"previous\\\") 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 \\\"education\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"education\", \"conditional_percentile\"], \"rows\": [{\"education\": \"tertiary\", \"conditional_percentile\": 4.0}, {\"education\": \"unknown\", \"conditional_percentile\": 3.0}, {\"education\": \"secondary\", \"conditional_percentile\": 3.0}, {\"education\": \"primary\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 111.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0dd8e358548c631436ebe05340270f4462b368 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:03:18.527894+00:00", + "ended_at": "2026-05-04T07:03:33.952343+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3f00b77c5c8b1958", + "problem_id": "v2p_m8_28268bafc4914485", + "dataset_id": "m8", + "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=education, measure_col=previous, condition_col=marital.", + "bindings": { + "group_col": "education", + "measure_col": "previous", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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", + "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=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_c\\m8\\sql\\v2q_m8_3f00b77c5c8b1958.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f00b77c5c8b1958", + "api_calls": 0, + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 344, + "total_tokens": 23059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15269.9, + "sql_execution_elapsed_ms_total": 111.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3f00b77c5c8b1958\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c06b211554deac56bc3be59bb2875c6991a664f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:33.822936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15269.9, "started_at": "2026-05-04T07:03:18.534925+00:00", "ended_at": "2026-05-04T07:03:33.804421+00:00", "prompt_metrics": {"chars": 9475, "bytes_utf8": 9475, "lines": 305, "estimated_tokens": 2624}, "response_metrics": {"chars": 965, "bytes_utf8": 965, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22715, "cached_input_tokens": 19840, "output_tokens": 344}, "stderr_preview": "2026-05-04T07:03:18.722162Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:21.048622Z 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 \\\"education\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation within each education group after filtering to married rows.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37a85d480ba5db90a3dbc036b0145a16cf0c930e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f00b77c5c8b1958/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f00b77c5c8b1958", + "api_calls": 0, + "input_tokens": 22715, + "cached_input_tokens": 19840, + "output_tokens": 344, + "total_tokens": 23059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15269.9, + "sql_execution_elapsed_ms_total": 111.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3f00b77c5c8b1958\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5050f05e1d7d50a1a8d7aaec7e15c80e8cc2efea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 302, "estimated_tokens": 2557}} +{"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": 22646, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7384b43e9e95c587ba879c7edf9972b3e8d2f1af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f2129dbb77e37a8", + "api_calls": 0, + "input_tokens": 22646, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2557, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11049.43, + "sql_execution_elapsed_ms_total": 12.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3f2129dbb77e37a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3cc00050f1e92d0853b066d38c8b9c57c5761993 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/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": "2026-05-04T07:12:15.858466+00:00", + "ended_at": "2026-05-04T07:12:26.908197+00:00", + "elapsed_ms": 11049.43, + "prompt_metrics": { + "chars": 9130, + "bytes_utf8": 9130, + "lines": 302, + "estimated_tokens": 2557 + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22646, + "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_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91491738deca520a5ac3ea53a127bd7791ec5353 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "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": "month", + "predicate_op": "=", + "predicate_value": "feb", + "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}, 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_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8d6a4134db6aeb7c2bb3e49f22107612026d8da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-9c73-7eb3-ab44-4929c891c127"} +{"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 \\\"m8\\\"\\nWHERE \\\"month\\\" = 'feb'\\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 predicate_col bound to \\\"month\\\" = 'feb'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22646,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..753b66458dd1eaac7485c108533686f2bfb46fc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"month\" = 'feb'\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 predicate_col bound to \"month\" = 'feb'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50c61a0a9d0f14d2592d8e1be8d0a159f8913eae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:16.041208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:18.418345Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:26.086711Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40cce03e20854056352003217a2853a015a5f17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/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": "no", "support": 2208}, {"y": "yes", "support": 441}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60636d33744d55d98f5bdf8943deb3c866c9793a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3f2129dbb77e37a8 +-- problem_id: v2p_m8_73eca960376d5714 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE "month" = 'feb' +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccd5a0a70cb20a7509d85a2ec37cafeaa928b322 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/query_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 \"m8\"\nWHERE \"month\" = 'feb'\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 \\\"m8\\\"\\nWHERE \\\"month\\\" = 'feb'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"no\", \"support\": 2208}, {\"y\": \"yes\", \"support\": 441}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fa89d0f45bcfdc30d5180599b4fa769bb655801 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:12:15.850389+00:00", + "ended_at": "2026-05-04T07:12:26.946759+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_3f2129dbb77e37a8", + "problem_id": "v2p_m8_73eca960376d5714", + "dataset_id": "m8", + "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": "month", + "predicate_op": "=", + "predicate_value": "feb", + "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", + "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=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_c\\m8\\sql\\v2q_m8_3f2129dbb77e37a8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_3f2129dbb77e37a8", + "api_calls": 0, + "input_tokens": 22646, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2557, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11049.43, + "sql_execution_elapsed_ms_total": 12.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_3f2129dbb77e37a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..168d47fb31d4aa5de2a05aa86cbbda07decd101d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_3f2129dbb77e37a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:26.926076+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11049.43, "started_at": "2026-05-04T07:12:15.858466+00:00", "ended_at": "2026-05-04T07:12:26.908197+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 302, "estimated_tokens": 2557}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22646, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:12:16.041208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:18.418345Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=default, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "default", + "target_col": "y", + "target_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79a1625ec3e896deb14edb64e00deef79931d656 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-0745-7ec3-8a89-10a1b5fd8b3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"default\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"default\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..485d00541b7561859416c5af660d7ef6783477a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"default\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"default\", target_col=\"y\", target_value='no', min_support=4, and top_k=19. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a14fc9da0f3d87fedb2c5a265560c3579e3069b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:23.097079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:25.506332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:34.490026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c19886871419a9747914170a7ec8a840b930fabc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=default, target_col=y. +Result preview: [{"default": "yes", "support": 815, "focus_rate": 0.9361963190184049}, {"default": "no", "support": 44396, "focus_rate": 0.8820389224254437}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2849a40bac1e5724e8ff265370a55da3337fb1b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_40712d095a6d1b7b +-- problem_id: v2p_m8_2a00bfb3bc1ee9cb +-- realization_mode: agent +-- source_kind: agent +SELECT + "default", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "default" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3baa157bbf0871cd311b835f195afb6c5ea0a036 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/query_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_target_rate_extremes_v2\nSELECT\n \"default\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"default\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"default\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"default\", \"support\", \"focus_rate\"], \"rows\": [{\"default\": \"yes\", \"support\": 815, \"focus_rate\": 0.9361963190184049}, {\"default\": \"no\", \"support\": 44396, \"focus_rate\": 0.8820389224254437}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b80f0084a01d6ff803b2be425de6a252f2c56e1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:32:19.438517+00:00", + "ended_at": "2026-05-04T07:32:35.367392+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_40712d095a6d1b7b", + "problem_id": "v2p_m8_2a00bfb3bc1ee9cb", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=default, target_col=y.", + "bindings": { + "group_col": "default", + "target_col": "y", + "target_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_40712d095a6d1b7b.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_40712d095a6d1b7b", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22891, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15850.11, + "sql_execution_elapsed_ms_total": 36.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_40712d095a6d1b7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcfe75522d8e7f8d2bc60850de3f4106675b59ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:35.322088+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15850.11, "started_at": "2026-05-04T07:32:19.447286+00:00", "ended_at": "2026-05-04T07:32:35.297661+00:00", "prompt_metrics": {"chars": 9282, "bytes_utf8": 9282, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:32:23.097079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:25.506332Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"default\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01587f8297a1ddc0c6b4888b01e4f59df828590b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_40712d095a6d1b7b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_40712d095a6d1b7b", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22891, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15850.11, + "sql_execution_elapsed_ms_total": 36.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_40712d095a6d1b7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1a1ea339449140d79fe600a1b46771c57ee6150 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9221, "bytes_utf8": 9221, "lines": 303, "estimated_tokens": 2608}} +{"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": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3025941c85772ed7b659ecf28931bb78f4a97bee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_41f70cc55b045bf1", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2720, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10982.72, + "sql_execution_elapsed_ms_total": 53.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_41f70cc55b045bf1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ef3165fbfb60acc8094c872edf545c6452a2b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/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": "2026-05-04T06:53:06.234363+00:00", + "ended_at": "2026-05-04T06:53:17.217328+00:00", + "elapsed_ms": 10982.72, + "prompt_metrics": { + "chars": 9221, + "bytes_utf8": 9221, + "lines": 303, + "estimated_tokens": 2608 + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22699, + "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_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d487afa5d82c45cb0839f3c7154906451d8a6ee3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=day, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a590ade6847b3e744d974a128027b1a22f6543 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-11c1-73f1-ac27-38fedc176b95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=day, and target_col=y. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..949b6eef116cdeb382ce1b4d8ac77e1a6550b848 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"day\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=day, and target_col=y. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..174a0131b420dff318c2869eb2aa75c28ac2893c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:06.412549Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:08.692254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:16.451451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab4bb2323c731ed9636c8068741929c22a7baa31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=day, target_col=y. +Result preview: [{"age": "18", "day": "12", "target_rate": 1.0}, {"age": "18", "day": "13", "target_rate": 1.0}, {"age": "18", "day": "25", "target_rate": 1.0}, {"age": "18", "day": "5", "target_rate": 1.0}, {"age": "18", "day": "8", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e825059bb868b80da92fd46aec0a8fe61a9308df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_41f70cc55b045bf1 +-- problem_id: v2p_m8_0b399a1c8ea15b8b +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c85fa9af716c31df950a8dbf0afcc1dede24f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/query_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_two_dim_target_rate\nSELECT \"age\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"day\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"day\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"day\": \"12\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"13\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"5\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"8\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"16\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"27\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"20\", \"day\": \"24\", \"target_rate\": 1.0}, {\"age\": \"20\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"20\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"21\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"22\", \"day\": \"21\", \"target_rate\": 1.0}, {\"age\": \"22\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"22\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"23\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"23\", \"day\": \"23\", \"target_rate\": 1.0}, {\"age\": \"24\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"18\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"20\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"26\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"15\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"21\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"26\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"29\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"10\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"19\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"20\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"23\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"28\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"29\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"4\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"6\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"8\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"11\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"17\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"20\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"21\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"18\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"26\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"29\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"3\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"9\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 53.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8d31eab4017da82900cc3c6c77675b84d76869 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:53:06.226005+00:00", + "ended_at": "2026-05-04T06:53:17.296514+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_41f70cc55b045bf1", + "problem_id": "v2p_m8_0b399a1c8ea15b8b", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=day, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_41f70cc55b045bf1.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_41f70cc55b045bf1", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2720, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10982.72, + "sql_execution_elapsed_ms_total": 53.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_41f70cc55b045bf1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e22b7f8031bb73e5bc388ed0f7a61e31fb581cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_41f70cc55b045bf1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:17.235454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10982.72, "started_at": "2026-05-04T06:53:06.234363+00:00", "ended_at": "2026-05-04T06:53:17.217328+00:00", "prompt_metrics": {"chars": 9221, "bytes_utf8": 9221, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:53:06.412549Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:08.692254Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=duration.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "previous", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51d95d054f8d85c06ae21b7b9af943d244bdf3aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-23a9-7b20-b999-3588e9dc59da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col bound to \\\"previous\\\" and measure_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT, and quoted all identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffec6f1be6d1ef8371318480988f8058ff44217c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";","notes":"Applied the provided Support-Guarded Group Average template with group_col bound to \"previous\" and measure_col bound to \"duration\". Cast \"duration\" to REAL because the schema stores it as TEXT, and quoted all identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e84b269b1c544e0f5851214020770eb6e69742dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:07.302192Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:10.036888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:18.946020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aa9719f41aa5a7c398524fa54efa3f93cdc78e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=duration. +Result preview: [{"previous": "0", "avg_measure": 257.7261189587054, "support": 36954}, {"previous": "1", "avg_measure": 256.62806637806636, "support": 2772}, {"previous": "10", "avg_measure": 294.6119402985075, "support": 67}, {"previous": "11", "avg_measure": 265.03076923076924, "support": 65}, {"previous": "12", "avg_measure": 231.97727272727272, "support": 44}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..574a51b487946b88dc74543ae76e151e3be5e1dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_440308fee743d77f +-- problem_id: v2p_m8_b3dab065c5b24c0f +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecc7f014ba2bc6c661cbda70f3de7c8f2b5d6460 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/query_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_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\", \"columns\": [\"previous\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"avg_measure\": 257.7261189587054, \"support\": 36954}, {\"previous\": \"1\", \"avg_measure\": 256.62806637806636, \"support\": 2772}, {\"previous\": \"10\", \"avg_measure\": 294.6119402985075, \"support\": 67}, {\"previous\": \"11\", \"avg_measure\": 265.03076923076924, \"support\": 65}, {\"previous\": \"12\", \"avg_measure\": 231.97727272727272, \"support\": 44}, {\"previous\": \"13\", \"avg_measure\": 212.8421052631579, \"support\": 38}, {\"previous\": \"14\", \"avg_measure\": 204.6315789473684, \"support\": 19}, {\"previous\": \"15\", \"avg_measure\": 200.4, \"support\": 20}, {\"previous\": \"16\", \"avg_measure\": 159.69230769230768, \"support\": 13}, {\"previous\": \"17\", \"avg_measure\": 240.73333333333332, \"support\": 15}, {\"previous\": \"18\", \"avg_measure\": 322.0, \"support\": 6}, {\"previous\": \"19\", \"avg_measure\": 185.54545454545453, \"support\": 11}, {\"previous\": \"2\", \"avg_measure\": 255.42592592592592, \"support\": 2106}, {\"previous\": \"20\", \"avg_measure\": 217.375, \"support\": 8}, {\"previous\": \"22\", \"avg_measure\": 198.66666666666666, \"support\": 6}, {\"previous\": \"23\", \"avg_measure\": 175.375, \"support\": 8}, {\"previous\": \"3\", \"avg_measure\": 274.7215411558669, \"support\": 1142}, {\"previous\": \"4\", \"avg_measure\": 269.7549019607843, \"support\": 714}, {\"previous\": \"5\", \"avg_measure\": 254.06753812636165, \"support\": 459}, {\"previous\": \"6\", \"avg_measure\": 272.50180505415165, \"support\": 277}, {\"previous\": \"7\", \"avg_measure\": 264.54146341463417, \"support\": 205}, {\"previous\": \"8\", \"avg_measure\": 275.8062015503876, \"support\": 129}, {\"previous\": \"9\", \"avg_measure\": 241.47826086956522, \"support\": 92}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4255f3ce53e7b54df8edc8f60e12038b4ea6c6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:16:07.046815+00:00", + "ended_at": "2026-05-04T07:16:20.030160+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_440308fee743d77f", + "problem_id": "v2p_m8_b3dab065c5b24c0f", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=duration.", + "bindings": { + "group_col": "previous", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_440308fee743d77f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_440308fee743d77f", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12919.09, + "sql_execution_elapsed_ms_total": 28.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_440308fee743d77f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..570e9014fdac9d689ccd390179f2ed4c7d8f52d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:19.992497+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12919.09, "started_at": "2026-05-04T07:16:07.054675+00:00", "ended_at": "2026-05-04T07:16:19.973438+00:00", "prompt_metrics": {"chars": 9105, "bytes_utf8": 9105, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:16:07.302192Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:10.036888Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col bound to \\\"previous\\\" and measure_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT, and quoted all identifiers for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33526433ba0c34eb53ee647f72abce15a9f5d211 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_440308fee743d77f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_440308fee743d77f", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12919.09, + "sql_execution_elapsed_ms_total": 28.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_440308fee743d77f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4937d872ac6622bf0c7474f682aba62492eab675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9247, "bytes_utf8": 9247, "lines": 303, "estimated_tokens": 2609}} +{"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": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22700, "cached_input_tokens": 19840, "output_tokens": 145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1a077f4b14fd5f6a2616998b3adefb9ab638ca9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4786f2570a5a308d", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 22845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11058.17, + "sql_execution_elapsed_ms_total": 55.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_4786f2570a5a308d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa7dcfa53768df7b0af9a6add848928f1bf947b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/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": "2026-05-04T06:51:03.549308+00:00", + "ended_at": "2026-05-04T06:51:14.607630+00:00", + "elapsed_ms": 11058.17, + "prompt_metrics": { + "chars": 9247, + "bytes_utf8": 9247, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 145 + } + }, + "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_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cd7d585e2109efc8d0c7840af9c196c73a29d69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=education, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "education", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5889608a158d79bea7f89d4e873437fb623938a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-3277-77e3-90b2-f5b6cb6a9e0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"education\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"education\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"age\\\", group_col_2=\\\"education\\\", target_col=\\\"y\\\", target_value='no'. Query is SQLite-compatible and only references the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":19840,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69a93fcc0e25e7f8e552a0d93e0e42597dda4764 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"education\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"education\"\nORDER BY target_rate DESC;","notes":"Used the planned template with fixed bindings: group_col=\"age\", group_col_2=\"education\", target_col=\"y\", target_value='no'. Query is SQLite-compatible and only references the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3991a0376d661fb7729c035902273b0166dec88b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:03.725710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:06.242273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:13.626856Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e718ada14e79ad19f5b384a932f7de22d32b2214 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=education, target_col=y. +Result preview: [{"age": "18", "education": "secondary", "target_rate": 1.0}, {"age": "20", "education": "tertiary", "target_rate": 1.0}, {"age": "68", "education": "unknown", "target_rate": 1.0}, {"age": "70", "education": "unknown", "target_rate": 1.0}, {"age": "74", "education": "unknown", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..719a3d4a05fad0d1c6c34247710448c629513aea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4786f2570a5a308d +-- problem_id: v2p_m8_d83b7d5a7a988758 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "education", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "education" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a8c172aa26cf105b620b710f63b8cc8adb4267e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/query_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_two_dim_target_rate\nSELECT \"age\", \"education\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"education\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"education\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"education\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"education\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"20\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"68\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"70\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"74\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"79\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"80\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"80\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"81\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"81\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"82\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"83\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"83\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"85\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"86\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"87\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"88\", \"education\": \"primary\", \"target_rate\": 1.0}, {\"age\": \"88\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"89\", \"education\": \"primary\", \"target_rate\": 1.0}, {\"age\": \"89\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"94\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"95\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"59\", \"education\": \"unknown\", \"target_rate\": 0.9743589743589743}, {\"age\": \"37\", \"education\": \"primary\", \"target_rate\": 0.9692307692307692}, {\"age\": \"54\", \"education\": \"primary\", \"target_rate\": 0.9691358024691358}, {\"age\": \"39\", \"education\": \"primary\", \"target_rate\": 0.961038961038961}, {\"age\": \"56\", \"education\": \"unknown\", \"target_rate\": 0.9607843137254902}, {\"age\": \"48\", \"education\": \"unknown\", \"target_rate\": 0.9591836734693877}, {\"age\": \"47\", \"education\": \"primary\", \"target_rate\": 0.9567307692307693}, {\"age\": \"52\", \"education\": \"primary\", \"target_rate\": 0.9540816326530612}, {\"age\": \"31\", \"education\": \"unknown\", \"target_rate\": 0.9534883720930233}, {\"age\": \"33\", \"education\": \"primary\", \"target_rate\": 0.9520958083832335}, {\"age\": \"51\", \"education\": \"unknown\", \"target_rate\": 0.95}, {\"age\": \"46\", \"education\": \"primary\", \"target_rate\": 0.9493670886075949}, {\"age\": \"43\", \"education\": \"primary\", \"target_rate\": 0.9487179487179487}, {\"age\": \"45\", \"education\": \"primary\", \"target_rate\": 0.9467213114754098}, {\"age\": \"53\", \"education\": \"unknown\", \"target_rate\": 0.9454545454545454}, {\"age\": \"49\", \"education\": \"unknown\", \"target_rate\": 0.9428571428571428}, {\"age\": \"55\", \"education\": \"primary\", \"target_rate\": 0.9425287356321839}, {\"age\": \"30\", \"education\": \"unknown\", \"target_rate\": 0.9411764705882353}, {\"age\": \"57\", \"education\": \"primary\", \"target_rate\": 0.9411764705882353}, {\"age\": \"44\", \"education\": \"secondary\", \"target_rate\": 0.9395973154362416}, {\"age\": \"40\", \"education\": \"primary\", \"target_rate\": 0.9393939393939394}, {\"age\": \"50\", \"education\": \"primary\", \"target_rate\": 0.9393939393939394}, {\"age\": \"48\", \"education\": \"primary\", \"target_rate\": 0.9390862944162437}, {\"age\": \"38\", \"education\": \"primary\", \"target_rate\": 0.9388888888888889}, {\"age\": \"32\", \"education\": \"primary\", \"target_rate\": 0.9385474860335196}, {\"age\": \"29\", \"education\": \"primary\", \"target_rate\": 0.9361702127659575}, {\"age\": \"30\", \"education\": \"primary\", \"target_rate\": 0.9354838709677419}, {\"age\": \"31\", \"education\": \"primary\", \"target_rate\": 0.935251798561151}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 55.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27da82a145b801e1eb12320dbeb232505a089a2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:51:03.541243+00:00", + "ended_at": "2026-05-04T06:51:14.689203+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4786f2570a5a308d", + "problem_id": "v2p_m8_d83b7d5a7a988758", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=education, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "education", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_4786f2570a5a308d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4786f2570a5a308d", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 22845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11058.17, + "sql_execution_elapsed_ms_total": 55.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_4786f2570a5a308d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..109fd153e57ded92fa5b359f86d4946b2f960f8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4786f2570a5a308d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:14.625337+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11058.17, "started_at": "2026-05-04T06:51:03.549308+00:00", "ended_at": "2026-05-04T06:51:14.607630+00:00", "prompt_metrics": {"chars": 9247, "bytes_utf8": 9247, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22700, "cached_input_tokens": 19840, "output_tokens": 145}, "stderr_preview": "2026-05-04T06:51:03.725710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:06.242273Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=day, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7a36461d98015346d64c3821bc340a2706bb59d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-3d07-76b3-9d01-16ed807bdfc3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"age\\\", group_col_2=\\\"day\\\", and target_col=\\\"y\\\", computing the within-group proportion of rows where \\\"y\\\" = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":202}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d063a7b3fb22c77c18ea963659d1e45cd644ce5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"day\"\nORDER BY target_rate DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"age\", group_col_2=\"day\", and target_col=\"y\", computing the within-group proportion of rows where \"y\" = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f2a25a999fb489c1932ad67343b762b151293cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:17.507380Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:19.810189Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:28.976668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5354a4d9e6252a05dedd28a1c272e4b55261a87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=day, target_col=y. +Result preview: [{"age": "18", "day": "12", "target_rate": 1.0}, {"age": "18", "day": "13", "target_rate": 1.0}, {"age": "18", "day": "25", "target_rate": 1.0}, {"age": "18", "day": "5", "target_rate": 1.0}, {"age": "18", "day": "8", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cea4fc75c7604ffc1c5593d0ae500f523abf4662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_491cfa9baa48667e +-- problem_id: v2p_m8_dcf0eb164c29a687 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33d096221e175c9b5340888060e37e62b4b451fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/query_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_two_dim_target_rate\nSELECT \"age\", \"day\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"day\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"day\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"day\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"day\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"day\": \"12\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"13\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"5\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"8\", \"target_rate\": 1.0}, {\"age\": \"18\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"16\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"27\", \"target_rate\": 1.0}, {\"age\": \"19\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"20\", \"day\": \"24\", \"target_rate\": 1.0}, {\"age\": \"20\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"20\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"21\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"22\", \"day\": \"21\", \"target_rate\": 1.0}, {\"age\": \"22\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"22\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"23\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"23\", \"day\": \"23\", \"target_rate\": 1.0}, {\"age\": \"24\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"18\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"20\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"26\", \"target_rate\": 1.0}, {\"age\": \"62\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"15\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"21\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"26\", \"target_rate\": 1.0}, {\"age\": \"63\", \"day\": \"29\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"10\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"19\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"20\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"23\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"28\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"29\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"30\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"4\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"6\", \"target_rate\": 1.0}, {\"age\": \"64\", \"day\": \"8\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"11\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"17\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"20\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"21\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"22\", \"target_rate\": 1.0}, {\"age\": \"65\", \"day\": \"9\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"18\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"25\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"26\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"29\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"3\", \"target_rate\": 1.0}, {\"age\": \"66\", \"day\": \"9\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 64.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85e0e8a5e5357361506e2e00a0c49667b549c7b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:53:17.298973+00:00", + "ended_at": "2026-05-04T06:53:30.015249+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_491cfa9baa48667e", + "problem_id": "v2p_m8_dcf0eb164c29a687", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=day, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "day", + "target_col": "y", + "target_value": "yes", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_491cfa9baa48667e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_491cfa9baa48667e", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 22902, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12611.26, + "sql_execution_elapsed_ms_total": 64.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_491cfa9baa48667e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6778a51d7acdab4ebf9ff4b16d5f8ae4860ed3e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_491cfa9baa48667e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:29.943893+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12611.26, "started_at": "2026-05-04T06:53:17.307476+00:00", "ended_at": "2026-05-04T06:53:29.918645+00:00", "prompt_metrics": {"chars": 9229, "bytes_utf8": 9229, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 202}, "stderr_preview": "2026-05-04T06:53:17.507380Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:19.810189Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "job", + "predicate_col": "contact", + "predicate_op": "=", + "predicate_value": "unknown", + "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}, 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_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..432c6a9ec70c668a15f7e3507cbdf60b0c0f7a26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-20bc-7450-8b5c-cc9023f59e6c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"contact\\\" = 'unknown'\\nGROUP BY \\\"job\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"job\\\", predicate_col=\\\"contact\\\", predicate_value='unknown', and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a807fc7cde1d75de2a171b1c760773f4bfe1bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"job\", COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE \"contact\" = 'unknown'\nGROUP BY \"job\"\nORDER BY \"support\" DESC\nLIMIT 11;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"job\", predicate_col=\"contact\", predicate_value='unknown', 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_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e91b6c2896b3a19727450e7615d4d147fc203d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:49.918940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:52.505708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:00.131660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef3876a3f4b28da8abbb3d53f8825a31b928a30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/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=job. +Result preview: [{"job": "blue-collar", "support": 3965}, {"job": "management", "support": 1966}, {"job": "technician", "support": 1895}, {"job": "admin.", "support": 1528}, {"job": "services", "support": 1428}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf30dddaa405abe66b2d4fb3b84ecbedacc746a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_4a4afddc5bd8bfdf +-- problem_id: v2p_m8_3f7958a0aff02d62 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS "support" +FROM "m8" +WHERE "contact" = 'unknown' +GROUP BY "job" +ORDER BY "support" DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adebb8e75c27f8f9b2c1ffa161492d2bec332dbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/query_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 \"job\", COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE \"contact\" = 'unknown'\nGROUP BY \"job\"\nORDER BY \"support\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"contact\\\" = 'unknown'\\nGROUP BY \\\"job\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\", \"columns\": [\"job\", \"support\"], \"rows\": [{\"job\": \"blue-collar\", \"support\": 3965}, {\"job\": \"management\", \"support\": 1966}, {\"job\": \"technician\", \"support\": 1895}, {\"job\": \"admin.\", \"support\": 1528}, {\"job\": \"services\", \"support\": 1428}, {\"job\": \"retired\", \"support\": 489}, {\"job\": \"entrepreneur\", \"support\": 446}, {\"job\": \"self-employed\", \"support\": 397}, {\"job\": \"housemaid\", \"support\": 341}, {\"job\": \"unemployed\", \"support\": 312}, {\"job\": \"student\", \"support\": 142}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a710c63e17e71028df8f4dd26e256c2446c54056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:12:49.718345+00:00", + "ended_at": "2026-05-04T07:13:00.915975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4a4afddc5bd8bfdf", + "problem_id": "v2p_m8_3f7958a0aff02d62", + "dataset_id": "m8", + "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=job.", + "bindings": { + "group_col": "job", + "predicate_col": "contact", + "predicate_op": "=", + "predicate_value": "unknown", + "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", + "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=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_c\\m8\\sql\\v2q_m8_4a4afddc5bd8bfdf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4a4afddc5bd8bfdf", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11134.1, + "sql_execution_elapsed_ms_total": 20.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_4a4afddc5bd8bfdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..169ecadfe92f0eac9a850fb8149443191fc76a8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a4afddc5bd8bfdf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:00.880499+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11134.1, "started_at": "2026-05-04T07:12:49.727214+00:00", "ended_at": "2026-05-04T07:13:00.861491+00:00", "prompt_metrics": {"chars": 9137, "bytes_utf8": 9137, "lines": 302, "estimated_tokens": 2556}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:12:49.918940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:52.505708Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=marital, condition_col=education.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "marital", + "condition_col": "education", + "condition_value": "tertiary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d9150ff0a9ff9f500bd94fc54af3e276c75e933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-3b9d-7651-b989-bd1f78aa82f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"marital\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"marital\\\" and condition_col=\\\"education\\\", measuring the within-group proportion where education = 'tertiary'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22668,"cached_input_tokens":2432,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c1b98bda02be3b0df7041d73c7f97d804eaccbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"marital\",\n AVG(CASE WHEN \"education\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"marital\" and condition_col=\"education\", measuring the within-group proportion where education = 'tertiary'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0eab4f88954931949ba8b8fa99968e548cd4679 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:33.752985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:36.282104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:45.206886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aad8411b7d76abca8407ed6acb0f76a898594f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/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=marital, condition_col=education. +Result preview: [{"marital": "single", "condition_rate": 0.3746677091477717}, {"marital": "divorced", "condition_rate": 0.2825043211062032}, {"marital": "married", "condition_rate": 0.25861688836628205}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54a3f21f7a4642e4f9de8606c41d0c3e78350ce2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_4a7d2e4c918ef1d4 +-- problem_id: v2p_m8_235689f11f338ee9 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", + AVG(CASE WHEN "education" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "marital" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5aac44e745855f3d5f606239ea3d0062613d5af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/query_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 \"marital\",\n AVG(CASE WHEN \"education\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"marital\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"marital\", \"condition_rate\"], \"rows\": [{\"marital\": \"single\", \"condition_rate\": 0.3746677091477717}, {\"marital\": \"divorced\", \"condition_rate\": 0.2825043211062032}, {\"marital\": \"married\", \"condition_rate\": 0.25861688836628205}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ce16e55dff05451d460a3fbd5a3e9b50bc7f404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:56:33.539312+00:00", + "ended_at": "2026-05-04T06:56:45.962631+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4a7d2e4c918ef1d4", + "problem_id": "v2p_m8_235689f11f338ee9", + "dataset_id": "m8", + "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=marital, condition_col=education.", + "bindings": { + "group_col": "marital", + "condition_col": "education", + "condition_value": "tertiary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_4a7d2e4c918ef1d4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4a7d2e4c918ef1d4", + "api_calls": 0, + "input_tokens": 22668, + "cached_input_tokens": 2432, + "output_tokens": 120, + "total_tokens": 22788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2577, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12360.05, + "sql_execution_elapsed_ms_total": 29.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_4a7d2e4c918ef1d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06dbc8a392d71d789ab9a4909a30a87ecde7a739 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4a7d2e4c918ef1d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:45.927218+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12360.05, "started_at": "2026-05-04T06:56:33.549109+00:00", "ended_at": "2026-05-04T06:56:45.909431+00:00", "prompt_metrics": {"chars": 9226, "bytes_utf8": 9226, "lines": 303, "estimated_tokens": 2577}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22668, "cached_input_tokens": 2432, "output_tokens": 120}, "stderr_preview": "2026-05-04T06:56:33.752985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:36.282104Z 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_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75f7495da1f2f2b0b1c235e9d2762d40cad6a444 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/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_c\n-- sql_source_dataset_id: m8\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_m8_4e9b30be950ca61e\n-- problem_id: v2p_m8_cfa594e421626f85\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"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_c\\n-- sql_source_dataset_id: m8\\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_m8_4e9b30be950ca61e\\n-- problem_id: v2p_m8_cfa594e421626f85\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"124\", \"support\": 188, \"avg_response\": 14.712765957446809}, {\"duration\": \"90\", \"support\": 184, \"avg_response\": 16.657608695652176}, {\"duration\": \"89\", \"support\": 177, \"avg_response\": 16.34463276836158}, {\"duration\": \"114\", \"support\": 175, \"avg_response\": 17.17142857142857}, {\"duration\": \"122\", \"support\": 175, \"avg_response\": 16.257142857142856}, {\"duration\": \"104\", \"support\": 175, \"avg_response\": 16.222857142857144}, {\"duration\": \"139\", \"support\": 174, \"avg_response\": 15.367816091954023}, {\"duration\": \"112\", \"support\": 174, \"avg_response\": 15.195402298850574}, {\"duration\": \"136\", \"support\": 174, \"avg_response\": 14.471264367816092}, {\"duration\": \"121\", \"support\": 173, \"avg_response\": 16.213872832369944}, {\"duration\": \"88\", \"support\": 170, \"avg_response\": 16.541176470588237}, {\"duration\": \"119\", \"support\": 170, \"avg_response\": 16.511764705882353}, {\"duration\": \"91\", \"support\": 170, \"avg_response\": 16.023529411764706}, {\"duration\": \"103\", \"support\": 169, \"avg_response\": 17.585798816568047}, {\"duration\": \"123\", \"support\": 168, \"avg_response\": 16.125}, {\"duration\": \"97\", \"support\": 168, \"avg_response\": 16.06547619047619}, {\"duration\": \"92\", \"support\": 168, \"avg_response\": 15.619047619047619}, {\"duration\": \"81\", \"support\": 166, \"avg_response\": 18.58433734939759}, {\"duration\": \"85\", \"support\": 166, \"avg_response\": 17.69277108433735}, {\"duration\": \"73\", \"support\": 166, \"avg_response\": 17.52409638554217}, {\"duration\": \"111\", \"support\": 166, \"avg_response\": 15.289156626506024}, {\"duration\": \"113\", \"support\": 166, \"avg_response\": 14.716867469879517}, {\"duration\": \"125\", \"support\": 165, \"avg_response\": 16.654545454545456}, {\"duration\": \"82\", \"support\": 165, \"avg_response\": 16.10909090909091}, {\"duration\": \"106\", \"support\": 165, \"avg_response\": 16.036363636363635}, {\"duration\": \"108\", \"support\": 165, \"avg_response\": 14.787878787878787}, {\"duration\": \"80\", \"support\": 164, \"avg_response\": 16.085365853658537}, {\"duration\": \"87\", \"support\": 163, \"avg_response\": 16.312883435582823}, {\"duration\": \"101\", \"support\": 163, \"avg_response\": 15.607361963190185}, {\"duration\": \"126\", \"support\": 163, \"avg_response\": 15.257668711656441}, {\"duration\": \"98\", \"support\": 162, \"avg_response\": 15.648148148148149}, {\"duration\": \"71\", \"support\": 162, \"avg_response\": 15.506172839506172}, {\"duration\": \"110\", \"support\": 161, \"avg_response\": 16.987577639751553}, {\"duration\": \"72\", \"support\": 161, \"avg_response\": 16.074534161490682}, {\"duration\": \"150\", \"support\": 161, \"avg_response\": 15.5527950310559}, {\"duration\": \"76\", \"support\": 160, \"avg_response\": 17.75625}, {\"duration\": \"102\", \"support\": 160, \"avg_response\": 16.48125}, {\"duration\": \"135\", \"support\": 160, \"avg_response\": 16.23125}, {\"duration\": \"100\", \"support\": 159, \"avg_response\": 16.471698113207548}, {\"duration\": \"166\", \"support\": 159, \"avg_response\": 15.949685534591195}, {\"duration\": \"157\", \"support\": 157, \"avg_response\": 16.484076433121018}, {\"duration\": \"151\", \"support\": 157, \"avg_response\": 16.388535031847134}, {\"duration\": \"158\", \"support\": 156, \"avg_response\": 16.737179487179485}, {\"duration\": \"95\", \"support\": 156, \"avg_response\": 16.724358974358974}, {\"duration\": \"109\", \"support\": 156, \"avg_response\": 16.076923076923077}, {\"duration\": \"77\", \"support\": 155, \"avg_response\": 17.019354838709678}, {\"duration\": \"93\", \"support\": 155, \"avg_response\": 16.38064516129032}, {\"duration\": \"96\", \"support\": 155, \"avg_response\": 16.2}, {\"duration\": \"67\", \"support\": 155, \"avg_response\": 16.038709677419355}, {\"duration\": \"78\", \"support\": 154, \"avg_response\": 16.649350649350648}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 41.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87a3e295fc0cf94305a980cdddaebc702ae1c83f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.673826+00:00", + "ended_at": "2026-05-04T07:37:07.719294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4e9b30be950ca61e", + "problem_id": "v2p_m8_cfa594e421626f85", + "dataset_id": "m8", + "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=day, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "day", + "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_c\\m8\\sql\\v2q_m8_4e9b30be950ca61e.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_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4e9b30be950ca61e/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_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb86b6ebfd8bf2b91c77b02729da99d726bf890d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9241, "bytes_utf8": 9241, "lines": 303, "estimated_tokens": 2610}} +{"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": 118}, "usage": {"input_tokens": 22701, "cached_input_tokens": 6528, "output_tokens": 186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae16c756d77ce05b438a1bb6a44dd221ca2f98f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f4a603dc1b365c6", + "api_calls": 0, + "input_tokens": 22701, + "cached_input_tokens": 6528, + "output_tokens": 186, + "total_tokens": 22887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2610, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2728, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12274.03, + "sql_execution_elapsed_ms_total": 47.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_4f4a603dc1b365c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4914ce566064510481f2d4c4a89c16ab412bfb8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/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": "2026-05-04T06:53:30.026357+00:00", + "ended_at": "2026-05-04T06:53:42.298639+00:00", + "elapsed_ms": 12274.03, + "prompt_metrics": { + "chars": 9241, + "bytes_utf8": 9241, + "lines": 303, + "estimated_tokens": 2610 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22701, + "cached_input_tokens": 6528, + "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_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc2d827442afc7223e889c7b570d76809711dd8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=month, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfacee8f243cefa1a27a5e4d3ace02642b12b4e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-6ee2-7fa2-bff1-3cbf2ee66559"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"month\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template with group_col=\\\"age\\\", group_col_2=\\\"month\\\", and target_col=\\\"y\\\", measuring the within-group proportion of rows where y='no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22701,"cached_input_tokens":6528,"output_tokens":186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ed7fb5cebdc8704967b3363cacad30f7dea78ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"month\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template with group_col=\"age\", group_col_2=\"month\", and target_col=\"y\", measuring the within-group proportion of rows where y='no'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24b57c54a9823edced1d9591577049bffd2cf288 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:30.276718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:32.547927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:41.407135Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c11688564a841753c719a3c4428de6025b4c8d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=month, target_col=y. +Result preview: [{"age": "19", "month": "dec", "target_rate": 1.0}, {"age": "19", "month": "feb", "target_rate": 1.0}, {"age": "19", "month": "jan", "target_rate": 1.0}, {"age": "19", "month": "jun", "target_rate": 1.0}, {"age": "19", "month": "nov", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0589bc2dd870fed2ed5d2b6efb1547c1ab55c7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4f4a603dc1b365c6 +-- problem_id: v2p_m8_62796a0026ce6e1a +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "month" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..326d519fbcd0d3d838efe1c23c767e9cb2231067 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/query_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_two_dim_target_rate\nSELECT \"age\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"month\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"month\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"month\", \"target_rate\"], \"rows\": [{\"age\": \"19\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"feb\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"sep\", \"target_rate\": 1.0}, {\"age\": \"20\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"20\", \"month\": \"oct\", \"target_rate\": 1.0}, {\"age\": \"21\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"22\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"24\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"40\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"43\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"48\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"55\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"56\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"58\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"62\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"65\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"65\", \"month\": \"may\", \"target_rate\": 1.0}, {\"age\": \"65\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"66\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"66\", \"month\": \"sep\", \"target_rate\": 1.0}, {\"age\": \"67\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"67\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"69\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"69\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"may\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"71\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"71\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"72\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"73\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"73\", \"month\": \"may\", \"target_rate\": 1.0}, {\"age\": \"74\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"74\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"74\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"75\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"75\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"75\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"76\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"76\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"77\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"aug\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"79\", \"month\": \"apr\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 47.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98c6297298e2837c907a5408010a1b463fb64159 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:53:30.018396+00:00", + "ended_at": "2026-05-04T06:53:42.368627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_4f4a603dc1b365c6", + "problem_id": "v2p_m8_62796a0026ce6e1a", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=month, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_4f4a603dc1b365c6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_4f4a603dc1b365c6", + "api_calls": 0, + "input_tokens": 22701, + "cached_input_tokens": 6528, + "output_tokens": 186, + "total_tokens": 22887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2610, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2728, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12274.03, + "sql_execution_elapsed_ms_total": 47.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_4f4a603dc1b365c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b18ee4086e5a4ead6fbfd4367e301b3e375462fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_4f4a603dc1b365c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:42.314209+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12274.03, "started_at": "2026-05-04T06:53:30.026357+00:00", "ended_at": "2026-05-04T06:53:42.298639+00:00", "prompt_metrics": {"chars": 9241, "bytes_utf8": 9241, "lines": 303, "estimated_tokens": 2610}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22701, "cached_input_tokens": 6528, "output_tokens": 186}, "stderr_preview": "2026-05-04T06:53:30.276718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:32.547927Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=default, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "default", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad95843c7686e5dcbbf4a321db19b34494e6576 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-c0c7-7653-b40b-cfeaf66b3cf5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col bound to \\\"default\\\" and condition_col bound to \\\"housing\\\", measuring the rate of housing='yes' within each default group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":3456,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5414946afc8b8e52d284f8934e0a415e1b60a1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"default\",\n AVG(CASE WHEN \"housing\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col bound to \"default\" and condition_col bound to \"housing\", measuring the rate of housing='yes' within each default group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4457efce91b754a2ff47f03fa4d04835288b5fd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:07.842522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:10.370451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:18.336285Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6921c5e806eb16c44897f64bc1c3a3c22964bfdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/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=default, condition_col=housing. +Result preview: [{"default": "no", "condition_rate": 0.5562438057482656}, {"default": "yes", "condition_rate": 0.5337423312883436}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc0805f46c1254dc38ea47229bece48ce24bbf76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_51804ad32ff3fbcf +-- problem_id: v2p_m8_0b0ee8ceac1044d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "housing" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77e13038bd81862a8d7bc63c456d316184be4e1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/query_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 \"default\",\n AVG(CASE WHEN \"housing\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"default\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"default\", \"condition_rate\"], \"rows\": [{\"default\": \"no\", \"condition_rate\": 0.5562438057482656}, {\"default\": \"yes\", \"condition_rate\": 0.5337423312883436}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc3915ee45487c0b4ae5886e99454cde9e88ade2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:57:07.585514+00:00", + "ended_at": "2026-05-04T06:57:19.218585+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_51804ad32ff3fbcf", + "problem_id": "v2p_m8_0b0ee8ceac1044d7", + "dataset_id": "m8", + "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=default, condition_col=housing.", + "bindings": { + "group_col": "default", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_51804ad32ff3fbcf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_51804ad32ff3fbcf", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 3456, + "output_tokens": 118, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11566.31, + "sql_execution_elapsed_ms_total": 26.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_51804ad32ff3fbcf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df82fbb77c945487f28d1d1988668cb3aa2ff342 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_51804ad32ff3fbcf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:19.183834+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11566.31, "started_at": "2026-05-04T06:57:07.592105+00:00", "ended_at": "2026-05-04T06:57:19.164991+00:00", "prompt_metrics": {"chars": 9197, "bytes_utf8": 9197, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22661, "cached_input_tokens": 3456, "output_tokens": 118}, "stderr_preview": "2026-05-04T06:57:07.842522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:10.370451Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=campaign, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "campaign", + "measure_col": "duration", + "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..81999fb26633011cade78862470f1053b4cb3431 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-ac55-74f3-974a-56e803d88fb5"} +{"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 \\\"campaign\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"campaign\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"duration_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile within each campaign group, casting \\\"duration\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":19840,"output_tokens":395}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b58a7452823bd92fa93f54f75a957fbbf383a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"campaign\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"campaign\",\n \"duration_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999) AS INTEGER)\n)\nSELECT\n \"campaign\",\n \"duration_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile within each campaign group, casting \"duration\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3511734493d4c641f575380c7a12b25fa6d512d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:43.184860Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:45.741690Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:58.132748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..242796fd7378866b8fcad93f8d1f9b0c5066adeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/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=campaign, measure_col=duration. +Result preview: [{"campaign": "55", "percentile_measure": 1094.0}, {"campaign": "24", "percentile_measure": 1037.0}, {"campaign": "29", "percentile_measure": 1013.0}, {"campaign": "3", "percentile_measure": 812.0}, {"campaign": "4", "percentile_measure": 802.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb198e5e0384a2b93e5b74e73d211d3349d6625 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_52d14ec842523805 +-- problem_id: v2p_m8_cffbf2f3baf86f8c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "campaign") AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND "duration" IS NOT NULL +), +"picked" AS ( + SELECT + "campaign", + "duration_value" + FROM "ranked" + WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999) AS INTEGER) +) +SELECT + "campaign", + "duration_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94a8d11ffa2c8cb812d44781a24a56c55c559f97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/query_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 \"campaign\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"campaign\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"campaign\",\n \"duration_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999) AS INTEGER)\n)\nSELECT\n \"campaign\",\n \"duration_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 \\\"campaign\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"campaign\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"duration_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"campaign\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"campaign\", \"percentile_measure\"], \"rows\": [{\"campaign\": \"55\", \"percentile_measure\": 1094.0}, {\"campaign\": \"24\", \"percentile_measure\": 1037.0}, {\"campaign\": \"29\", \"percentile_measure\": 1013.0}, {\"campaign\": \"3\", \"percentile_measure\": 812.0}, {\"campaign\": \"4\", \"percentile_measure\": 802.0}, {\"campaign\": \"5\", \"percentile_measure\": 775.0}, {\"campaign\": \"2\", \"percentile_measure\": 767.0}, {\"campaign\": \"12\", \"percentile_measure\": 745.0}, {\"campaign\": \"17\", \"percentile_measure\": 735.0}, {\"campaign\": \"11\", \"percentile_measure\": 730.0}, {\"campaign\": \"6\", \"percentile_measure\": 728.0}, {\"campaign\": \"1\", \"percentile_measure\": 721.0}, {\"campaign\": \"13\", \"percentile_measure\": 719.0}, {\"campaign\": \"9\", \"percentile_measure\": 716.0}, {\"campaign\": \"14\", \"percentile_measure\": 707.0}, {\"campaign\": \"7\", \"percentile_measure\": 699.0}, {\"campaign\": \"10\", \"percentile_measure\": 691.0}, {\"campaign\": \"8\", \"percentile_measure\": 673.0}, {\"campaign\": \"32\", \"percentile_measure\": 651.0}, {\"campaign\": \"28\", \"percentile_measure\": 633.0}, {\"campaign\": \"16\", \"percentile_measure\": 552.0}, {\"campaign\": \"31\", \"percentile_measure\": 543.0}, {\"campaign\": \"15\", \"percentile_measure\": 524.0}, {\"campaign\": \"22\", \"percentile_measure\": 463.0}, {\"campaign\": \"19\", \"percentile_measure\": 454.0}, {\"campaign\": \"20\", \"percentile_measure\": 331.0}, {\"campaign\": \"27\", \"percentile_measure\": 311.0}, {\"campaign\": \"18\", \"percentile_measure\": 283.0}, {\"campaign\": \"21\", \"percentile_measure\": 254.0}, {\"campaign\": \"25\", \"percentile_measure\": 179.0}, {\"campaign\": \"26\", \"percentile_measure\": 177.0}, {\"campaign\": \"23\", \"percentile_measure\": 165.0}, {\"campaign\": \"50\", \"percentile_measure\": 147.0}, {\"campaign\": \"63\", \"percentile_measure\": 124.0}, {\"campaign\": \"46\", \"percentile_measure\": 102.0}, {\"campaign\": \"33\", \"percentile_measure\": 92.0}, {\"campaign\": \"51\", \"percentile_measure\": 88.0}, {\"campaign\": \"35\", \"percentile_measure\": 77.0}, {\"campaign\": \"30\", \"percentile_measure\": 72.0}, {\"campaign\": \"34\", \"percentile_measure\": 66.0}, {\"campaign\": \"36\", \"percentile_measure\": 58.0}, {\"campaign\": \"41\", \"percentile_measure\": 51.0}, {\"campaign\": \"43\", \"percentile_measure\": 44.0}, {\"campaign\": \"39\", \"percentile_measure\": 33.0}, {\"campaign\": \"38\", \"percentile_measure\": 22.0}, {\"campaign\": \"37\", \"percentile_measure\": 21.0}, {\"campaign\": \"44\", \"percentile_measure\": 18.0}, {\"campaign\": \"58\", \"percentile_measure\": 10.0}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 175.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5e97ed0638634c67c7c3e46075a52e130cd5ab6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:28:42.937497+00:00", + "ended_at": "2026-05-04T07:28:59.107480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_52d14ec842523805", + "problem_id": "v2p_m8_cffbf2f3baf86f8c", + "dataset_id": "m8", + "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=campaign, measure_col=duration.", + "bindings": { + "group_col": "campaign", + "measure_col": "duration", + "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_52d14ec842523805.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_52d14ec842523805", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 395, + "total_tokens": 23033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15959.4, + "sql_execution_elapsed_ms_total": 175.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_52d14ec842523805\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2faecf7320fc14911caac352b3c618a6b12c7cee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_52d14ec842523805/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:58.923183+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15959.4, "started_at": "2026-05-04T07:28:42.945980+00:00", "ended_at": "2026-05-04T07:28:58.904612+00:00", "prompt_metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 910, "bytes_utf8": 910, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 395}, "stderr_preview": "2026-05-04T07:28:43.184860Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:45.741690Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=previous, condition_col=housing.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "previous", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..303e198b87e8b0a1c8f6d3261a086476eca3c7e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-fd2f-7b62-9245-cf1203d34931"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"previous\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'yes' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'no' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"previous\\\"\\n)\\nSELECT \\\"previous\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col bound to \\\"previous\\\" and condition_col bound to \\\"housing\\\", comparing 'yes' to 'no' in SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":19840,"output_tokens":183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13937558a7ce13e7c052e83a522c0a2791e830eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"previous\",\n SUM(CASE WHEN \"housing\" = 'yes' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'no' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"previous\"\n)\nSELECT \"previous\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col bound to \"previous\" and condition_col bound to \"housing\", comparing 'yes' to 'no' in SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bd5fe4e1f6544089ec1f3d7c290a1e1f290fa92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:28.910258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:31.293126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:40.599215Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab688b9d3a017918481358643b419e01eba0e0c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=previous, condition_col=housing. +Result preview: [{"previous": "15", "condition_ratio": 5.666666666666667}, {"previous": "24", "condition_ratio": 4.0}, {"previous": "20", "condition_ratio": 3.0}, {"previous": "19", "condition_ratio": 2.6666666666666665}, {"previous": "11", "condition_ratio": 2.25}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..552ff8befd57c2555175cf44cd12ec4deeb9b0af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_5346f232ccf26eb3 +-- problem_id: v2p_m8_27a1a496f3391d57 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "previous", + SUM(CASE WHEN "housing" = 'yes' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'no' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "previous" +) +SELECT "previous", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebdfd9e97a738dcf094162a61002ebad6bae5592 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"previous\",\n SUM(CASE WHEN \"housing\" = 'yes' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'no' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"previous\"\n)\nSELECT \"previous\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"previous\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'yes' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'no' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"previous\\\"\\n)\\nSELECT \\\"previous\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"previous\", \"condition_ratio\"], \"rows\": [{\"previous\": \"15\", \"condition_ratio\": 5.666666666666667}, {\"previous\": \"24\", \"condition_ratio\": 4.0}, {\"previous\": \"20\", \"condition_ratio\": 3.0}, {\"previous\": \"19\", \"condition_ratio\": 2.6666666666666665}, {\"previous\": \"11\", \"condition_ratio\": 2.25}, {\"previous\": \"12\", \"condition_ratio\": 2.142857142857143}, {\"previous\": \"9\", \"condition_ratio\": 2.066666666666667}, {\"previous\": \"17\", \"condition_ratio\": 2.0}, {\"previous\": \"18\", \"condition_ratio\": 2.0}, {\"previous\": \"22\", \"condition_ratio\": 2.0}, {\"previous\": \"30\", \"condition_ratio\": 2.0}, {\"previous\": \"2\", \"condition_ratio\": 1.7529411764705882}, {\"previous\": \"1\", \"condition_ratio\": 1.75}, {\"previous\": \"23\", \"condition_ratio\": 1.6666666666666667}, {\"previous\": \"4\", \"condition_ratio\": 1.625}, {\"previous\": \"16\", \"condition_ratio\": 1.6}, {\"previous\": \"5\", \"condition_ratio\": 1.55}, {\"previous\": \"7\", \"condition_ratio\": 1.5308641975308641}, {\"previous\": \"3\", \"condition_ratio\": 1.3991596638655461}, {\"previous\": \"13\", \"condition_ratio\": 1.375}, {\"previous\": \"14\", \"condition_ratio\": 1.375}, {\"previous\": \"8\", \"condition_ratio\": 1.3035714285714286}, {\"previous\": \"6\", \"condition_ratio\": 1.2704918032786885}, {\"previous\": \"0\", \"condition_ratio\": 1.1781209477779087}, {\"previous\": \"10\", \"condition_ratio\": 1.09375}, {\"previous\": \"21\", \"condition_ratio\": 1.0}, {\"previous\": \"26\", \"condition_ratio\": 1.0}, {\"previous\": \"28\", \"condition_ratio\": 1.0}, {\"previous\": \"29\", \"condition_ratio\": 1.0}, {\"previous\": \"37\", \"condition_ratio\": 1.0}, {\"previous\": \"35\", \"condition_ratio\": 0.0}, {\"previous\": \"25\", \"condition_ratio\": null}, {\"previous\": \"27\", \"condition_ratio\": null}, {\"previous\": \"275\", \"condition_ratio\": null}, {\"previous\": \"32\", \"condition_ratio\": null}, {\"previous\": \"38\", \"condition_ratio\": null}, {\"previous\": \"40\", \"condition_ratio\": null}, {\"previous\": \"41\", \"condition_ratio\": null}, {\"previous\": \"51\", \"condition_ratio\": null}, {\"previous\": \"55\", \"condition_ratio\": null}, {\"previous\": \"58\", \"condition_ratio\": null}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae70ff406631bd7a88d37de2d4ed705c16e6bde6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:58:28.599118+00:00", + "ended_at": "2026-05-04T06:58:41.431118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5346f232ccf26eb3", + "problem_id": "v2p_m8_27a1a496f3391d57", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=previous, condition_col=housing.", + "bindings": { + "group_col": "previous", + "condition_col": "housing", + "condition_value": "yes", + "positive_value": "yes", + "negative_value": "no", + "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", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_5346f232ccf26eb3.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5346f232ccf26eb3", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 183, + "total_tokens": 22992, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2718, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2885, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12762.57, + "sql_execution_elapsed_ms_total": 30.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5346f232ccf26eb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26dea8973106a453cc7494798222e7800274bd31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5346f232ccf26eb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:41.385699+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12762.57, "started_at": "2026-05-04T06:58:28.605619+00:00", "ended_at": "2026-05-04T06:58:41.368601+00:00", "prompt_metrics": {"chars": 9767, "bytes_utf8": 9767, "lines": 303, "estimated_tokens": 2718}, "response_metrics": {"chars": 656, "bytes_utf8": 656, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22809, "cached_input_tokens": 19840, "output_tokens": 183}, "stderr_preview": "2026-05-04T06:58:28.910258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:31.293126Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=loan.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "loan", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0031a410d0fb33e45a586e43330f6b2d9cea4b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-4729-77a3-9424-689f42970f1a"} +{"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 \\\"marital\\\",\\n \\\"loan\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"loan\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"loan\\\"\\nLIMIT 10;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=marital, group_col_2=loan, table=m8, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":21888,"output_tokens":264}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22b7bac8c64ef5694da61b6d59d61365e88c5080 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"loan\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"loan\"\nORDER BY support ASC, \"marital\", \"loan\"\nLIMIT 10;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=marital, group_col_2=loan, table=m8, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee59c7d207f70121ef6fbf8369d9dd04c6e8545 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:56.047746Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:58.621712Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:08.824769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89eedeac27c18b0c8b75e721651a6afe6141bd6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/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=marital, group_col_2=loan. +Result preview: [{"marital": "divorced", "loan": "yes", "support": 921}, {"marital": "single", "loan": "yes", "support": 1663}, {"marital": "divorced", "loan": "no", "support": 4286}, {"marital": "married", "loan": "yes", "support": 4660}, {"marital": "single", "loan": "no", "support": 11127}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1cee0a25f72e126cb942ff16719414e3c7b598b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_53caf6fb8b501a3d +-- problem_id: v2p_m8_f16b6fec8f2dcb2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "loan", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "loan" +ORDER BY support ASC, "marital", "loan" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dac2239d26d606750ca4ef3ebab9acbb583be30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/query_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 \"marital\",\n \"loan\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"loan\"\nORDER BY support ASC, \"marital\", \"loan\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"loan\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"loan\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"loan\\\"\\nLIMIT 10;\", \"columns\": [\"marital\", \"loan\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"loan\": \"yes\", \"support\": 921}, {\"marital\": \"single\", \"loan\": \"yes\", \"support\": 1663}, {\"marital\": \"divorced\", \"loan\": \"no\", \"support\": 4286}, {\"marital\": \"married\", \"loan\": \"yes\", \"support\": 4660}, {\"marital\": \"single\", \"loan\": \"no\", \"support\": 11127}, {\"marital\": \"married\", \"loan\": \"no\", \"support\": 22554}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..574469fc61e5c87c4bd402304a5b10d349163f88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:35:55.800028+00:00", + "ended_at": "2026-05-04T07:36:09.655922+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_53caf6fb8b501a3d", + "problem_id": "v2p_m8_f16b6fec8f2dcb2c", + "dataset_id": "m8", + "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=marital, group_col_2=loan.", + "bindings": { + "group_col": "marital", + "group_col_2": "loan", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_53caf6fb8b501a3d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_53caf6fb8b501a3d", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 264, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2694, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13770.14, + "sql_execution_elapsed_ms_total": 49.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_53caf6fb8b501a3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5cf623a358dd0dd957926ae61d930e34bc174b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_53caf6fb8b501a3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:09.599647+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13770.14, "started_at": "2026-05-04T07:35:55.811921+00:00", "ended_at": "2026-05-04T07:36:09.582181+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2589}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 264}, "stderr_preview": "2026-05-04T07:35:56.047746Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:58.621712Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=loan.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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 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_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce3a66b74a7423418fc6cb79af502c5a1688589d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-445c-7243-ba75-a77538f4c20f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"loan\\\", condition_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":21888,"output_tokens":107}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0463bd0f4834de29041d44ccb220bdd88c27712 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"loan\", condition_value='yes'. 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_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe61c4a53c4828d7fcfe1cba88d18e35f1f5bd1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:41.553186Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:43.889293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:50.902197Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21bfada2f426842d1ff78c7f6b5952ff26f1cd87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/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=housing, condition_col=loan. +Result preview: [{"housing": "yes", "condition_rate": 0.17377636291285317}, {"housing": "no", "condition_rate": 0.1432697574821971}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14189b2c78a70ca6f04fd9cf5308b9be8c608b6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_55157642070fbc59 +-- problem_id: v2p_m8_1def1742d9bad92b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a433471e4a3b000f2cfb9adc849441773854fb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/query_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 \"housing\",\n AVG(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"yes\", \"condition_rate\": 0.17377636291285317}, {\"housing\": \"no\", \"condition_rate\": 0.1432697574821971}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2a96d01c58d7bfac08578b5612f90a20a42d9ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:57:41.231501+00:00", + "ended_at": "2026-05-04T06:57:51.766045+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_55157642070fbc59", + "problem_id": "v2p_m8_1def1742d9bad92b", + "dataset_id": "m8", + "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=housing, condition_col=loan.", + "bindings": { + "group_col": "housing", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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", + "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_c\\m8\\sql\\v2q_m8_55157642070fbc59.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_55157642070fbc59", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 107, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10469.67, + "sql_execution_elapsed_ms_total": 28.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_55157642070fbc59\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86731f5bf7723130992fe090ef9df0c170e91deb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55157642070fbc59/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:51.727365+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10469.67, "started_at": "2026-05-04T06:57:41.236556+00:00", "ended_at": "2026-05-04T06:57:51.710953+00:00", "prompt_metrics": {"chars": 9201, "bytes_utf8": 9201, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22661, "cached_input_tokens": 21888, "output_tokens": 107}, "stderr_preview": "2026-05-04T06:57:41.553186Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:43.889293Z 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_c/m8/artifacts/v2q_m8_55892638d8f1fa11/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42c2d81f4074573fbce2b11628ae05469ac225d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/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_c\n-- sql_source_dataset_id: m8\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_m8_55892638d8f1fa11\n-- problem_id: v2p_m8_2510457a03161b1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"day\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_55892638d8f1fa11\\n-- problem_id: v2p_m8_2510457a03161b1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"day\", \"support\", \"avg_response\"], \"rows\": [{\"day\": \"20\", \"support\": 2752, \"avg_response\": 40.6188226744186}, {\"day\": \"18\", \"support\": 2308, \"avg_response\": 39.997833622183705}, {\"day\": \"21\", \"support\": 2026, \"avg_response\": 39.56959526159921}, {\"day\": \"17\", \"support\": 1939, \"avg_response\": 42.289324394017534}, {\"day\": \"6\", \"support\": 1932, \"avg_response\": 41.37991718426501}, {\"day\": \"5\", \"support\": 1910, \"avg_response\": 41.89109947643979}, {\"day\": \"14\", \"support\": 1848, \"avg_response\": 41.49512987012987}, {\"day\": \"8\", \"support\": 1842, \"avg_response\": 40.561346362649296}, {\"day\": \"28\", \"support\": 1830, \"avg_response\": 40.12841530054645}, {\"day\": \"7\", \"support\": 1817, \"avg_response\": 40.900935608145296}, {\"day\": \"19\", \"support\": 1757, \"avg_response\": 42.50426863972681}, {\"day\": \"29\", \"support\": 1745, \"avg_response\": 40.9432664756447}, {\"day\": \"15\", \"support\": 1703, \"avg_response\": 40.853787433940106}, {\"day\": \"12\", \"support\": 1603, \"avg_response\": 41.39301310043668}, {\"day\": \"13\", \"support\": 1585, \"avg_response\": 41.01198738170347}, {\"day\": \"30\", \"support\": 1566, \"avg_response\": 41.11941251596424}, {\"day\": \"9\", \"support\": 1561, \"avg_response\": 40.946188340807176}, {\"day\": \"11\", \"support\": 1479, \"avg_response\": 42.33130493576741}, {\"day\": \"4\", \"support\": 1445, \"avg_response\": 39.734948096885816}, {\"day\": \"16\", \"support\": 1415, \"avg_response\": 40.96890459363958}, {\"day\": \"2\", \"support\": 1293, \"avg_response\": 40.20030935808198}, {\"day\": \"27\", \"support\": 1121, \"avg_response\": 39.930419268510256}, {\"day\": \"3\", \"support\": 1079, \"avg_response\": 40.08248378127896}, {\"day\": \"26\", \"support\": 1035, \"avg_response\": 40.29468599033817}, {\"day\": \"23\", \"support\": 939, \"avg_response\": 38.749733759318424}, {\"day\": \"22\", \"support\": 905, \"avg_response\": 41.520441988950274}, {\"day\": \"25\", \"support\": 840, \"avg_response\": 41.10357142857143}, {\"day\": \"31\", \"support\": 643, \"avg_response\": 43.03888024883359}, {\"day\": \"10\", \"support\": 524, \"avg_response\": 41.784351145038165}, {\"day\": \"24\", \"support\": 447, \"avg_response\": 41.257270693512304}, {\"day\": \"1\", \"support\": 322, \"avg_response\": 42.97204968944099}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b47c5968f506ccdf102ac7efb2674a653be182a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.418744+00:00", + "ended_at": "2026-05-04T07:37:07.455017+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_55892638d8f1fa11", + "problem_id": "v2p_m8_2510457a03161b1a", + "dataset_id": "m8", + "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=age, key_col=day.", + "bindings": { + "key_col": "day", + "measure_col": "age", + "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_c\\m8\\sql\\v2q_m8_55892638d8f1fa11.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_c/m8/artifacts/v2q_m8_55892638d8f1fa11/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_55892638d8f1fa11/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_c/m8/artifacts/v2q_m8_57c50fb37b4390df/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4372d5a3cb184ee28d1fa5cadd33ee5f2a533b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pdays": "-1", "support": 36954, "avg_response": 1318.7888455918169}, {"pdays": "182", "support": 167, "avg_response": 1857.868263473054}, {"pdays": "92", "support": 147, "avg_response": 2140.843537414966}, {"pdays": "91", "support": 126, "avg_response": 2063.214285714286}, {"pdays": "183", "support": 126, "avg_response": 2047.3015873015872}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13a68d01565ef1f0867611f60227fc123db9120f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_57c50fb37b4390df +-- problem_id: v2p_m8_2ddef7bb7a0e7f7f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eded17d8781ba92d074101c804f0d83a0c746020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/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_c\n-- sql_source_dataset_id: m8\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_m8_57c50fb37b4390df\n-- problem_id: v2p_m8_2ddef7bb7a0e7f7f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_57c50fb37b4390df\\n-- problem_id: v2p_m8_2ddef7bb7a0e7f7f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 1318.7888455918169}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 1857.868263473054}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 2140.843537414966}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 2063.214285714286}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 2047.3015873015872}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 1608.1367521367522}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 520.7575757575758}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 2488.6588235294116}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 656.5324675324675}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 2018.1756756756756}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 943.6301369863014}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 2413.6666666666665}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 1710.9718309859154}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 2031.014705882353}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 1869.4923076923078}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 946.8153846153846}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 1903.265625}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 2836.9333333333334}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 1998.2166666666667}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 3800.7719298245615}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 2097.0}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 642.1754385964912}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 868.6545454545454}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 3412.4074074074074}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 1929.9814814814815}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 1324.9019607843138}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 305.94117647058823}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 2509.9795918367345}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 1104.3673469387754}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 1032.8367346938776}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 691.0408163265306}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 786.2291666666666}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 370.8333333333333}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 1853.2978723404256}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 798.531914893617}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 495.51063829787233}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 2394.3478260869565}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 2002.6}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 1733.911111111111}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 1635.4222222222222}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 1417.9333333333334}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 963.8888888888889}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 1596.840909090909}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 636.1818181818181}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 629.3636363636364}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 2400.6976744186045}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 2397.9302325581393}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 1599.7441860465117}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 1590.1860465116279}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 1326.0232558139535}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de95c973288237cb248decced30c633bd7df3667 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.930335+00:00", + "ended_at": "2026-05-04T07:37:07.964022+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_57c50fb37b4390df", + "problem_id": "v2p_m8_2ddef7bb7a0e7f7f", + "dataset_id": "m8", + "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=balance, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "balance", + "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_c\\m8\\sql\\v2q_m8_57c50fb37b4390df.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_c/m8/artifacts/v2q_m8_57c50fb37b4390df/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_57c50fb37b4390df/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_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd90ea147ac12d921e5ecd10c432b53cabcec36a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}} +{"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": 916, "bytes_utf8": 916, "lines": 1, "estimated_tokens": 262}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 454}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a29346fd47df0b6ca56d51ce63384fe718737f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_589e10b332c93353", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 454, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 262, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18813.07, + "sql_execution_elapsed_ms_total": 186.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_589e10b332c93353\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40d55758ad676b626f2f90ebeda5f1b5350f9646 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/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": "2026-05-04T07:23:56.371089+00:00", + "ended_at": "2026-05-04T07:24:15.184241+00:00", + "elapsed_ms": 18813.07, + "prompt_metrics": { + "chars": 9138, + "bytes_utf8": 9138, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1339, + "bytes_utf8": 1339, + "lines": 4, + "estimated_tokens": 427 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 916, + "bytes_utf8": 916, + "lines": 1, + "estimated_tokens": 262 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 454 + } + }, + "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_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..714c6874bbf096fc8beaf7ea19e55a723ef45038 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=default, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "default", + "measure_col": "campaign", + "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": 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_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28ab93041bf028357dbba4dc7f06f71b66ffec24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-4cf5-7d90-b3bc-c2ddc878458a"} +{"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 \\\"default\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"default\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"default\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND TRIM(\\\"campaign\\\") <> ''\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"default\\\" group with window functions and casts \\\"campaign\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":454}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69cc7cda692bb3534d832ad08b762af69efc3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"default\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"default\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"default\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND TRIM(\"campaign\") <> ''\n),\n\"percentile_pick\" AS (\n SELECT\n \"default\",\n \"campaign_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n \"default\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"default\" group with window functions and casts \"campaign\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fb21f70bc0d681fcd3780acb37b30d5e0167aaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:56.600903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:58.915843Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:14.492540Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..94c9b8436218b0d9852a8e2509e86d129b58128c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/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=default, measure_col=campaign. +Result preview: [{"default": "yes", "percentile_measure": 9.0}, {"default": "no", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60d3b94546e7069ddabc69179f81481e46236443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_589e10b332c93353 +-- problem_id: v2p_m8_327e92602da29fdc +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "default", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "default" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "default" + ) AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND TRIM("campaign") <> '' +), +"percentile_pick" AS ( + SELECT + "default", + "campaign_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INT) +) +SELECT + "default", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d41f56620cc545ac0729cbfe84b19aec77649eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/query_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 \"default\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"default\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"default\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND TRIM(\"campaign\") <> ''\n),\n\"percentile_pick\" AS (\n SELECT\n \"default\",\n \"campaign_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n \"default\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"default\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"default\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"default\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND TRIM(\\\"campaign\\\") <> ''\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"default\", \"percentile_measure\"], \"rows\": [{\"default\": \"yes\", \"percentile_measure\": 9.0}, {\"default\": \"no\", \"percentile_measure\": 8.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 186.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..108d458baf54017fbfaf42291b35c30fe0f6787f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:23:56.362441+00:00", + "ended_at": "2026-05-04T07:24:15.403746+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_589e10b332c93353", + "problem_id": "v2p_m8_327e92602da29fdc", + "dataset_id": "m8", + "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=default, measure_col=campaign.", + "bindings": { + "group_col": "default", + "measure_col": "campaign", + "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": 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=2", + "sql_variant_index=2/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_589e10b332c93353.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_589e10b332c93353", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 454, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 262, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18813.07, + "sql_execution_elapsed_ms_total": 186.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_589e10b332c93353\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d507d07658dd7266b6374efc91abb004a7437a57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:15.207354+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18813.07, "started_at": "2026-05-04T07:23:56.371089+00:00", "ended_at": "2026-05-04T07:24:15.184241+00:00", "prompt_metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 916, "bytes_utf8": 916, "lines": 1, "estimated_tokens": 262}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 454}, "stderr_preview": "2026-05-04T07:23:56.600903Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:58.915843Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"default\\\" group with window functions and casts \\\"campaign\\\" from TEXT to REAL.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df218fe25da228cf69659b1b1a1d95aa9b356f5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_589e10b332c93353/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_589e10b332c93353", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 454, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 262, + "estimated_total_tokens": 2809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18813.07, + "sql_execution_elapsed_ms_total": 186.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_589e10b332c93353\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e71c39754baa75899b05acc5c6191692c929c178 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9206, "bytes_utf8": 9206, "lines": 303, "estimated_tokens": 2571}} +{"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": 139}, "usage": {"input_tokens": 22662, "cached_input_tokens": 19840, "output_tokens": 274}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65d3d23b7220e55d9d1072795141028e55beaeeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5901d1e1a15c4839", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 274, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13204.75, + "sql_execution_elapsed_ms_total": 28.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5901d1e1a15c4839\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93a339278255bf25c6836ca2fdadd8e1a68ed4b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/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": "2026-05-04T06:54:17.041365+00:00", + "ended_at": "2026-05-04T06:54:30.251499+00:00", + "elapsed_ms": 13204.75, + "prompt_metrics": { + "chars": 9206, + "bytes_utf8": 9206, + "lines": 303, + "estimated_tokens": 2571 + }, + "stdout_metrics": { + "chars": 864, + "bytes_utf8": 864, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13157 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 528, + "bytes_utf8": 528, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 274 + } + }, + "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_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f20ef7b8890bff5327d5eba62bbc3389bd596b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=previous, condition_col=loan.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "previous", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a85946c9d833cba684035fe47d38b58475748bae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-2691-7050-8de8-f70fdbcc45a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"previous\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"condition_rate\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"previous\\\" and condition_col=\\\"loan\\\", measuring the within-group proportion of rows where loan = 'no'. Added HAVING COUNT(*) >= 5 from the provided min_group_size binding and LIMIT 12 from top_k.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":19840,"output_tokens":274}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce233d43af3c06d0d5e5dbd689d057639b265ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT\n \"previous\",\n AVG(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) >= 5\nORDER BY \"condition_rate\" DESC\nLIMIT 12;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"previous\" and condition_col=\"loan\", measuring the within-group proportion of rows where loan = 'no'. Added HAVING COUNT(*) >= 5 from the provided min_group_size binding and LIMIT 12 from top_k."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f05e83709fd604e9e0f6d9b96e0e24cdf8d97e84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:17.305481Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:19.600657Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:29.549956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dacaa574d983a0ad95584a62c9f735a1e31c584a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/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=previous, condition_col=loan. +Result preview: [{"previous": "22", "condition_rate": 1.0}, {"previous": "10", "condition_rate": 0.9402985074626866}, {"previous": "17", "condition_rate": 0.9333333333333333}, {"previous": "13", "condition_rate": 0.9210526315789473}, {"previous": "8", "condition_rate": 0.8914728682170543}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec4544ba6ecab16dd5aa78f8177d9fc09e4d8956 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_5901d1e1a15c4839 +-- problem_id: v2p_m8_190e161351886dcd +-- realization_mode: agent +-- source_kind: agent +SELECT + "previous", + AVG(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5 +ORDER BY "condition_rate" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1932a48796f864311442d15bfea5c00b6c8a43da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/query_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\n \"previous\",\n AVG(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) >= 5\nORDER BY \"condition_rate\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT\\n \\\"previous\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"condition_rate\\\" DESC\\nLIMIT 12;\", \"columns\": [\"previous\", \"condition_rate\"], \"rows\": [{\"previous\": \"22\", \"condition_rate\": 1.0}, {\"previous\": \"10\", \"condition_rate\": 0.9402985074626866}, {\"previous\": \"17\", \"condition_rate\": 0.9333333333333333}, {\"previous\": \"13\", \"condition_rate\": 0.9210526315789473}, {\"previous\": \"8\", \"condition_rate\": 0.8914728682170543}, {\"previous\": \"9\", \"condition_rate\": 0.8804347826086957}, {\"previous\": \"5\", \"condition_rate\": 0.8736383442265795}, {\"previous\": \"3\", \"condition_rate\": 0.873029772329247}, {\"previous\": \"1\", \"condition_rate\": 0.8661616161616161}, {\"previous\": \"7\", \"condition_rate\": 0.8634146341463415}, {\"previous\": \"2\", \"condition_rate\": 0.8627730294396961}, {\"previous\": \"11\", \"condition_rate\": 0.8615384615384616}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdfc59249c743b19caa86e2021d3997166186acb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:54:17.037486+00:00", + "ended_at": "2026-05-04T06:54:30.303942+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5901d1e1a15c4839", + "problem_id": "v2p_m8_190e161351886dcd", + "dataset_id": "m8", + "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=previous, condition_col=loan.", + "bindings": { + "group_col": "previous", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_5901d1e1a15c4839.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5901d1e1a15c4839", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 274, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13204.75, + "sql_execution_elapsed_ms_total": 28.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5901d1e1a15c4839\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f78701c2954e81e91ef902e032202d59f51d685e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:30.265224+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13204.75, "started_at": "2026-05-04T06:54:17.041365+00:00", "ended_at": "2026-05-04T06:54:30.251499+00:00", "prompt_metrics": {"chars": 9206, "bytes_utf8": 9206, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22662, "cached_input_tokens": 19840, "output_tokens": 274}, "stderr_preview": "2026-05-04T06:54:17.305481Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:19.600657Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"condition_rate\\\" DESC\\nLIMIT 12;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"previous\\\" and condition_col=\\\"loan\\\", measuring the within-group proportion of rows where loan = 'no'. Added HAVING COUNT(*) >= 5 from the provided min_group_size binding and LIMIT 12 from top_k.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8011fff7dad85b6d52d93fa53475d87829eee011 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5901d1e1a15c4839/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5901d1e1a15c4839", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 19840, + "output_tokens": 274, + "total_tokens": 22936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2710, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13204.75, + "sql_execution_elapsed_ms_total": 28.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5901d1e1a15c4839\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f83646c2bf756949d260da56bb054ae74eb1c40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 36954, "support_share": 0.8173674548229414, "support_rank": 1}, {"value_label": "1", "support": 2772, "support_share": 0.06131251244166243, "support_rank": 2}, {"value_label": "2", "support": 2106, "support_share": 0.046581584127756516, "support_rank": 3}, {"value_label": "3", "support": 1142, "support_share": 0.025259339541262082, "support_rank": 4}, {"value_label": "4", "support": 714, "support_share": 0.015792616841034262, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2134c10ac0e577bbc6316bd8567bffb1e7637cf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_5a93edf5bbb3a556 +-- problem_id: v2p_m8_049ea7dba6087d54 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "previous" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "previous" +) +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_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22c1bdb1d62402926f7ba36ed8a79dbe303468ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/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_c\n-- sql_source_dataset_id: m8\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_m8_5a93edf5bbb3a556\n-- problem_id: v2p_m8_049ea7dba6087d54\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"previous\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"previous\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_5a93edf5bbb3a556\\n-- problem_id: v2p_m8_049ea7dba6087d54\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"previous\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"previous\\\"\\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\": 36954, \"support_share\": 0.8173674548229414, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 2772, \"support_share\": 0.06131251244166243, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 2106, \"support_share\": 0.046581584127756516, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 1142, \"support_share\": 0.025259339541262082, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 714, \"support_share\": 0.015792616841034262, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 459, \"support_share\": 0.010152396540664882, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 277, \"support_share\": 0.006126827541969875, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 205, \"support_share\": 0.004534294751277344, \"support_rank\": 8}, {\"value_label\": \"8\", \"support\": 129, \"support_share\": 0.002853287916657451, \"support_rank\": 9}, {\"value_label\": \"9\", \"support\": 92, \"support_share\": 0.002034903010329345, \"support_rank\": 10}, {\"value_label\": \"10\", \"support\": 67, \"support_share\": 0.001481940235783327, \"support_rank\": 11}, {\"value_label\": \"11\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"support_rank\": 12}, {\"value_label\": \"12\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 13}, {\"value_label\": \"13\", \"support\": 38, \"support_share\": 0.0008405034173099467, \"support_rank\": 14}, {\"value_label\": \"15\", \"support\": 20, \"support_share\": 0.00044237021963681403, \"support_rank\": 15}, {\"value_label\": \"14\", \"support\": 19, \"support_share\": 0.00042025170865497336, \"support_rank\": 16}, {\"value_label\": \"17\", \"support\": 15, \"support_share\": 0.0003317776647276105, \"support_rank\": 17}, {\"value_label\": \"16\", \"support\": 13, \"support_share\": 0.00028754064276392913, \"support_rank\": 18}, {\"value_label\": \"19\", \"support\": 11, \"support_share\": 0.00024330362080024774, \"support_rank\": 19}, {\"value_label\": \"20\", \"support\": 8, \"support_share\": 0.00017694808785472562, \"support_rank\": 20}, {\"value_label\": \"23\", \"support\": 8, \"support_share\": 0.00017694808785472562, \"support_rank\": 21}, {\"value_label\": \"18\", \"support\": 6, \"support_share\": 0.0001327110658910442, \"support_rank\": 22}, {\"value_label\": \"22\", \"support\": 6, \"support_share\": 0.0001327110658910442, \"support_rank\": 23}, {\"value_label\": \"24\", \"support\": 5, \"support_share\": 0.00011059255490920351, \"support_rank\": 24}, {\"value_label\": \"27\", \"support\": 5, \"support_share\": 0.00011059255490920351, \"support_rank\": 25}, {\"value_label\": \"21\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 26}, {\"value_label\": \"25\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 27}, {\"value_label\": \"29\", \"support\": 4, \"support_share\": 8.847404392736281e-05, \"support_rank\": 28}, {\"value_label\": \"30\", \"support\": 3, \"support_share\": 6.63555329455221e-05, \"support_rank\": 29}, {\"value_label\": \"26\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 30}, {\"value_label\": \"28\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 31}, {\"value_label\": \"37\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 32}, {\"value_label\": \"38\", \"support\": 2, \"support_share\": 4.4237021963681406e-05, \"support_rank\": 33}, {\"value_label\": \"275\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 34}, {\"value_label\": \"32\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 35}, {\"value_label\": \"35\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 36}, {\"value_label\": \"40\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 37}, {\"value_label\": \"41\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 38}, {\"value_label\": \"51\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 39}, {\"value_label\": \"55\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 40}, {\"value_label\": \"58\", \"support\": 1, \"support_share\": 2.2118510981840703e-05, \"support_rank\": 41}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8da727ac34750a5129b433ffed21c3184eb1d3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.018839+00:00", + "ended_at": "2026-05-04T07:37:07.047573+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5a93edf5bbb3a556", + "problem_id": "v2p_m8_049ea7dba6087d54", + "dataset_id": "m8", + "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=previous.", + "bindings": { + "group_col": "previous" + }, + "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=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_c\\m8\\sql\\v2q_m8_5a93edf5bbb3a556.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_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5a93edf5bbb3a556/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_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7224cf000a6bdf984fb85d4af74017e1bf43b7f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9283, "bytes_utf8": 9283, "lines": 301, "estimated_tokens": 2624}} +{"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": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 198}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29750decea28e45773e80e845f4e3c2add75d584 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5cdf4007cbab70d8", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 22911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12646.44, + "sql_execution_elapsed_ms_total": 29.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5cdf4007cbab70d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65d57cce5f577e00797f9326ab92db104211eeb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/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": "2026-05-04T07:33:27.188011+00:00", + "ended_at": "2026-05-04T07:33:39.829197+00:00", + "elapsed_ms": 12646.44, + "prompt_metrics": { + "chars": 9283, + "bytes_utf8": 9283, + "lines": 301, + "estimated_tokens": 2624 + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 198 + } + }, + "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_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a693991fc7c1ee0db83908bca38e58b7cd6ae3dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "contact", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d3d02574288dab2ca01657e107ee326eb1f4cff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-02af-79d3-b635-3e761d188ef4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"contact\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"contact\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":198}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ee0fc77b4bb46a7002ce04eb13a7c4b53a299b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"contact\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"contact\", target_col=\"y\", target_value='yes', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc1690ff77a84dfab85aebb8d4ec2bb63c63eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:27.416145Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:29.980332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:39.120687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b103570a08199319e3495771ef202f2de685d51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, target_col=y. +Result preview: [{"contact": "cellular", "support": 29285, "focus_rate": 0.14918900460986853}, {"contact": "telephone", "support": 2906, "focus_rate": 0.13420509291121818}, {"contact": "unknown", "support": 13020, "focus_rate": 0.040706605222734255}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d9a5321d51a31c5c5f60787a82c1dd080ce9f10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_5cdf4007cbab70d8 +-- problem_id: v2p_m8_6770eaa814034d0f +-- realization_mode: agent +-- source_kind: agent +SELECT + "contact", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "contact" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a31c2c3a60f04749b46c6cffd671f5afaa812c30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/query_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_target_rate_extremes_v2\nSELECT\n \"contact\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"contact\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"contact\", \"support\", \"focus_rate\"], \"rows\": [{\"contact\": \"cellular\", \"support\": 29285, \"focus_rate\": 0.14918900460986853}, {\"contact\": \"telephone\", \"support\": 2906, \"focus_rate\": 0.13420509291121818}, {\"contact\": \"unknown\", \"support\": 13020, \"focus_rate\": 0.040706605222734255}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f06764efb542704a4f3e3a59b496e4a434a3e22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:33:27.180456+00:00", + "ended_at": "2026-05-04T07:33:39.891732+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5cdf4007cbab70d8", + "problem_id": "v2p_m8_6770eaa814034d0f", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, target_col=y.", + "bindings": { + "group_col": "contact", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_5cdf4007cbab70d8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5cdf4007cbab70d8", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 22911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12646.44, + "sql_execution_elapsed_ms_total": 29.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5cdf4007cbab70d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b38f96ec1c007a619751b516057fe4a8b1f7851 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:39.852489+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12646.44, "started_at": "2026-05-04T07:33:27.188011+00:00", "ended_at": "2026-05-04T07:33:39.829197+00:00", "prompt_metrics": {"chars": 9283, "bytes_utf8": 9283, "lines": 301, "estimated_tokens": 2624}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 198}, "stderr_preview": "2026-05-04T07:33:27.416145Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:29.980332Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"contact\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=12.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3a61338fab50fe7103ae4da60e0114cce35da51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5cdf4007cbab70d8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5cdf4007cbab70d8", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 198, + "total_tokens": 22911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12646.44, + "sql_execution_elapsed_ms_total": 29.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5cdf4007cbab70d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..007cb46c77b3c510b969632534bd786c21d0f334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9274, "bytes_utf8": 9274, "lines": 301, "estimated_tokens": 2623}} +{"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": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..470efe62147861ebfc3c406c920e07c52e51e830 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5d29dca425adcb78", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12106.72, + "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_c\\m8\\artifacts\\v2q_m8_5d29dca425adcb78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d74d55c4f45879b27fa24d0458c8e423ad208807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/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": "2026-05-04T07:34:05.979850+00:00", + "ended_at": "2026-05-04T07:34:18.086610+00:00", + "elapsed_ms": 12106.72, + "prompt_metrics": { + "chars": 9274, + "bytes_utf8": 9274, + "lines": 301, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13271 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22712, + "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_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6f1cf8f51e4a19908cf3a8096933d482aa180eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "day", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2628ea63df31dc20908db84f700c4dda72338ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-9a1a-70e1-86a3-d26edd48187e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"day\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9583ca1e3bfe0d3a0cc2cc298cb239f2f1b19974 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"day\", target_col=\"y\", target_value='no', min_support=4, 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_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2263245d428ad59620497fb249688381686337d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:06.170047Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:08.690804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:17.203309Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91cb599dd507b4f05968bc2ddfeadbb9a040f973 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, target_col=y. +Result preview: [{"day": "19", "support": 1757, "focus_rate": 0.9305634604439386}, {"day": "20", "support": 2752, "focus_rate": 0.9302325581395349}, {"day": "31", "support": 643, "focus_rate": 0.9284603421461898}, {"day": "29", "support": 1745, "focus_rate": 0.9260744985673353}, {"day": "28", "support": 1830, "focus_rate": 0.9218579234972678}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f544bd2eaa3c452bfb51d868d9731932b50fc17a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_5d29dca425adcb78 +-- problem_id: v2p_m8_a654c21384e0d816 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d331549cd6a5fa696723be40e4c8f3df06769e34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/query_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_target_rate_extremes_v2\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"day\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"day\", \"support\", \"focus_rate\"], \"rows\": [{\"day\": \"19\", \"support\": 1757, \"focus_rate\": 0.9305634604439386}, {\"day\": \"20\", \"support\": 2752, \"focus_rate\": 0.9302325581395349}, {\"day\": \"31\", \"support\": 643, \"focus_rate\": 0.9284603421461898}, {\"day\": \"29\", \"support\": 1745, \"focus_rate\": 0.9260744985673353}, {\"day\": \"28\", \"support\": 1830, \"focus_rate\": 0.9218579234972678}, {\"day\": \"7\", \"support\": 1817, \"focus_rate\": 0.9135938359933957}, {\"day\": \"17\", \"support\": 1939, \"focus_rate\": 0.9092315626611656}, {\"day\": \"6\", \"support\": 1932, \"focus_rate\": 0.9063146997929606}, {\"day\": \"18\", \"support\": 2308, \"focus_rate\": 0.901213171577123}, {\"day\": \"21\", \"support\": 2026, \"focus_rate\": 0.9007897334649556}, {\"day\": \"8\", \"support\": 1842, \"focus_rate\": 0.8908794788273615}, {\"day\": \"26\", \"support\": 1035, \"focus_rate\": 0.8879227053140096}, {\"day\": \"5\", \"support\": 1910, \"focus_rate\": 0.887434554973822}, {\"day\": \"14\", \"support\": 1848, \"focus_rate\": 0.8863636363636364}, {\"day\": \"9\", \"support\": 1561, \"focus_rate\": 0.8853299167200512}, {\"day\": \"11\", \"support\": 1479, \"focus_rate\": 0.8776200135226504}, {\"day\": \"27\", \"support\": 1121, \"focus_rate\": 0.8661909009812667}, {\"day\": \"23\", \"support\": 939, \"focus_rate\": 0.865814696485623}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8d4e486cdc37a55ddce39347fa46c2a120b7880 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:34:05.971866+00:00", + "ended_at": "2026-05-04T07:34:18.141482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5d29dca425adcb78", + "problem_id": "v2p_m8_a654c21384e0d816", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, target_col=y.", + "bindings": { + "group_col": "day", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_5d29dca425adcb78.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5d29dca425adcb78", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12106.72, + "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_c\\m8\\artifacts\\v2q_m8_5d29dca425adcb78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0669b40c5bd6aea7676a46343e19cfe8019a631e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:18.104907+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12106.72, "started_at": "2026-05-04T07:34:05.979850+00:00", "ended_at": "2026-05-04T07:34:18.086610+00:00", "prompt_metrics": {"chars": 9274, "bytes_utf8": 9274, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:34:06.170047Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:08.690804Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"day\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7129cc17ebe853ad4199eb5d2819c5bca9332de9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5d29dca425adcb78/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5d29dca425adcb78", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12106.72, + "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_c\\m8\\artifacts\\v2q_m8_5d29dca425adcb78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5740c469ff36a2b988310124f9b51eb760c9f33e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9518, "bytes_utf8": 9518, "lines": 306, "estimated_tokens": 2679}} +{"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": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22768, "cached_input_tokens": 19840, "output_tokens": 195}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac1de597b8a908585c4890e6153048e5c2bc3b52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5fd823661ee17454", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13678.17, + "sql_execution_elapsed_ms_total": 29.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5fd823661ee17454\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5e3e93e6f10fb945a060468186f3cec4b4a00a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/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": "2026-05-04T07:19:59.826207+00:00", + "ended_at": "2026-05-04T07:20:13.503580+00:00", + "elapsed_ms": 13678.17, + "prompt_metrics": { + "chars": 9518, + "bytes_utf8": 9518, + "lines": 306, + "estimated_tokens": 2679 + }, + "stdout_metrics": { + "chars": 891, + "bytes_utf8": 891, + "lines": 4, + "estimated_tokens": 274 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 535, + "bytes_utf8": 535, + "lines": 1, + "estimated_tokens": 146 + }, + "usage": { + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195 + } + }, + "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_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0ac22301e791084306abf8d68c52c77b2a17261 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=y, measure_col=age.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "campaign", + "group_col_2": "y", + "measure_col": "age", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69373af2c1488ab7a29ef319c0d1f5c68180b9bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-b0e7-7cc1-9de5-26749d908b07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"y\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"campaign\\\", \\\"y\\\"\\nORDER BY \\\"campaign\\\", \\\"y\\\";\",\"notes\":\"Used the planned template with group_col=\\\"campaign\\\", group_col_2=\\\"y\\\", measure_col=\\\"age\\\", and predicate age >= 48.0. CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22768,"cached_input_tokens":19840,"output_tokens":195}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a287ad11326121fb7e4b11c292f53f27c8b53f80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"campaign\", \"y\",\n SUM(CAST(\"age\" AS REAL)) AS sum_measure,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"campaign\", \"y\"\nORDER BY \"campaign\", \"y\";","notes":"Used the planned template with group_col=\"campaign\", group_col_2=\"y\", measure_col=\"age\", and predicate age >= 48.0. CAST 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_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50af6b30e208383a5fdb53251cb4e56b21ce78c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:00.050090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:02.467712Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:12.337259Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c0e287fb8596739d8d8c70b48528f7197aeceeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=y, measure_col=age. +Result preview: [{"campaign": "1", "y": "no", "sum_measure": 209287.0, "avg_measure": 54.90215110178384, "support": 3812}, {"campaign": "1", "y": "yes", "sum_measure": 47616.0, "avg_measure": 59.445692883895134, "support": 801}, {"campaign": "10", "y": "no", "sum_measure": 3949.0, "avg_measure": 54.0958904109589, "support": 73}, {"campaign": "10", "y": "yes", "sum_measure": 341.0, "avg_measure": 56.833333333333336, "support": 6}, {"campaign": "11", "y": "no", "sum_measure": 3039.0, "avg_measure": 54.267857142857146, "support": 56}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73c475b042123b1d2ff1b236fefb903870dec386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_5fd823661ee17454 +-- problem_id: v2p_m8_2aaba935eb3df201 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "y", + SUM(CAST("age" AS REAL)) AS sum_measure, + AVG(CAST("age" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "campaign", "y" +ORDER BY "campaign", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42098394e15ebd5915987387195d2ef34d210d42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/query_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_two_dimensional_summary\nSELECT \"campaign\", \"y\",\n SUM(CAST(\"age\" AS REAL)) AS sum_measure,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"age\" AS REAL) >= 48.0\nGROUP BY \"campaign\", \"y\"\nORDER BY \"campaign\", \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"y\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 48.0\\nGROUP BY \\\"campaign\\\", \\\"y\\\"\\nORDER BY \\\"campaign\\\", \\\"y\\\";\", \"columns\": [\"campaign\", \"y\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"y\": \"no\", \"sum_measure\": 209287.0, \"avg_measure\": 54.90215110178384, \"support\": 3812}, {\"campaign\": \"1\", \"y\": \"yes\", \"sum_measure\": 47616.0, \"avg_measure\": 59.445692883895134, \"support\": 801}, {\"campaign\": \"10\", \"y\": \"no\", \"sum_measure\": 3949.0, \"avg_measure\": 54.0958904109589, \"support\": 73}, {\"campaign\": \"10\", \"y\": \"yes\", \"sum_measure\": 341.0, \"avg_measure\": 56.833333333333336, \"support\": 6}, {\"campaign\": \"11\", \"y\": \"no\", \"sum_measure\": 3039.0, \"avg_measure\": 54.267857142857146, \"support\": 56}, {\"campaign\": \"11\", \"y\": \"yes\", \"sum_measure\": 194.0, \"avg_measure\": 64.66666666666667, \"support\": 3}, {\"campaign\": \"12\", \"y\": \"no\", \"sum_measure\": 1926.0, \"avg_measure\": 55.02857142857143, \"support\": 35}, {\"campaign\": \"12\", \"y\": \"yes\", \"sum_measure\": 58.0, \"avg_measure\": 58.0, \"support\": 1}, {\"campaign\": \"13\", \"y\": \"no\", \"sum_measure\": 1347.0, \"avg_measure\": 53.88, \"support\": 25}, {\"campaign\": \"13\", \"y\": \"yes\", \"sum_measure\": 58.0, \"avg_measure\": 58.0, \"support\": 1}, {\"campaign\": \"14\", \"y\": \"no\", \"sum_measure\": 999.0, \"avg_measure\": 52.578947368421055, \"support\": 19}, {\"campaign\": \"14\", \"y\": \"yes\", \"sum_measure\": 49.0, \"avg_measure\": 49.0, \"support\": 1}, {\"campaign\": \"15\", \"y\": \"no\", \"sum_measure\": 961.0, \"avg_measure\": 53.388888888888886, \"support\": 18}, {\"campaign\": \"16\", \"y\": \"no\", \"sum_measure\": 1023.0, \"avg_measure\": 53.8421052631579, \"support\": 19}, {\"campaign\": \"17\", \"y\": \"no\", \"sum_measure\": 868.0, \"avg_measure\": 54.25, \"support\": 16}, {\"campaign\": \"17\", \"y\": \"yes\", \"sum_measure\": 202.0, \"avg_measure\": 67.33333333333333, \"support\": 3}, {\"campaign\": \"18\", \"y\": \"no\", \"sum_measure\": 676.0, \"avg_measure\": 52.0, \"support\": 13}, {\"campaign\": \"19\", \"y\": \"no\", \"sum_measure\": 543.0, \"avg_measure\": 54.3, \"support\": 10}, {\"campaign\": \"2\", \"y\": \"no\", \"sum_measure\": 161131.0, \"avg_measure\": 54.50981055480379, \"support\": 2956}, {\"campaign\": \"2\", \"y\": \"yes\", \"sum_measure\": 23327.0, \"avg_measure\": 59.05569620253164, \"support\": 395}, {\"campaign\": \"20\", \"y\": \"no\", \"sum_measure\": 962.0, \"avg_measure\": 53.44444444444444, \"support\": 18}, {\"campaign\": \"21\", \"y\": \"no\", \"sum_measure\": 261.0, \"avg_measure\": 52.2, \"support\": 5}, {\"campaign\": \"22\", \"y\": \"no\", \"sum_measure\": 423.0, \"avg_measure\": 52.875, \"support\": 8}, {\"campaign\": \"23\", \"y\": \"no\", \"sum_measure\": 265.0, \"avg_measure\": 53.0, \"support\": 5}, {\"campaign\": \"24\", \"y\": \"no\", \"sum_measure\": 48.0, \"avg_measure\": 48.0, \"support\": 1}, {\"campaign\": \"25\", \"y\": \"no\", \"sum_measure\": 273.0, \"avg_measure\": 54.6, \"support\": 5}, {\"campaign\": \"26\", \"y\": \"no\", \"sum_measure\": 52.0, \"avg_measure\": 52.0, \"support\": 1}, {\"campaign\": \"27\", \"y\": \"no\", \"sum_measure\": 106.0, \"avg_measure\": 53.0, \"support\": 2}, {\"campaign\": \"28\", \"y\": \"no\", \"sum_measure\": 165.0, \"avg_measure\": 55.0, \"support\": 3}, {\"campaign\": \"29\", \"y\": \"no\", \"sum_measure\": 223.0, \"avg_measure\": 55.75, \"support\": 4}, {\"campaign\": \"3\", \"y\": \"no\", \"sum_measure\": 70321.0, \"avg_measure\": 54.26003086419753, \"support\": 1296}, {\"campaign\": \"3\", \"y\": \"yes\", \"sum_measure\": 10615.0, \"avg_measure\": 58.97222222222222, \"support\": 180}, {\"campaign\": \"30\", \"y\": \"no\", \"sum_measure\": 104.0, \"avg_measure\": 52.0, \"support\": 2}, {\"campaign\": \"31\", \"y\": \"no\", \"sum_measure\": 54.0, \"avg_measure\": 54.0, \"support\": 1}, {\"campaign\": \"32\", \"y\": \"no\", \"sum_measure\": 112.0, \"avg_measure\": 56.0, \"support\": 2}, {\"campaign\": \"32\", \"y\": \"yes\", \"sum_measure\": 50.0, \"avg_measure\": 50.0, \"support\": 1}, {\"campaign\": \"33\", \"y\": \"no\", \"sum_measure\": 102.0, \"avg_measure\": 51.0, \"support\": 2}, {\"campaign\": \"34\", \"y\": \"no\", \"sum_measure\": 48.0, \"avg_measure\": 48.0, \"support\": 1}, {\"campaign\": \"36\", \"y\": \"no\", \"sum_measure\": 57.0, \"avg_measure\": 57.0, \"support\": 1}, {\"campaign\": \"37\", \"y\": \"no\", \"sum_measure\": 50.0, \"avg_measure\": 50.0, \"support\": 1}, {\"campaign\": \"38\", \"y\": \"no\", \"sum_measure\": 48.0, \"avg_measure\": 48.0, \"support\": 1}, {\"campaign\": \"4\", \"y\": \"no\", \"sum_measure\": 50382.0, \"avg_measure\": 54.349514563106794, \"support\": 927}, {\"campaign\": \"4\", \"y\": \"yes\", \"sum_measure\": 5028.0, \"avg_measure\": 57.13636363636363, \"support\": 88}, {\"campaign\": \"43\", \"y\": \"no\", \"sum_measure\": 51.0, \"avg_measure\": 51.0, \"support\": 1}, {\"campaign\": \"44\", \"y\": \"no\", \"sum_measure\": 49.0, \"avg_measure\": 49.0, \"support\": 1}, {\"campaign\": \"5\", \"y\": \"no\", \"sum_measure\": 25716.0, \"avg_measure\": 54.36786469344609, \"support\": 473}, {\"campaign\": \"5\", \"y\": \"yes\", \"sum_measure\": 2493.0, \"avg_measure\": 59.357142857142854, \"support\": 42}, {\"campaign\": \"6\", \"y\": \"no\", \"sum_measure\": 19967.0, \"avg_measure\": 53.964864864864865, \"support\": 370}, {\"campaign\": \"6\", \"y\": \"yes\", \"sum_measure\": 1345.0, \"avg_measure\": 56.041666666666664, \"support\": 24}, {\"campaign\": \"7\", \"y\": \"no\", \"sum_measure\": 11262.0, \"avg_measure\": 54.14423076923077, \"support\": 208}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b22ddfd14fbe32b76954e8b9b72a783e648ea57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:19:59.818590+00:00", + "ended_at": "2026-05-04T07:20:13.562722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_5fd823661ee17454", + "problem_id": "v2p_m8_2aaba935eb3df201", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=y, measure_col=age.", + "bindings": { + "group_col": "campaign", + "group_col_2": "y", + "measure_col": "age", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 48.0, + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_5fd823661ee17454.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5fd823661ee17454", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13678.17, + "sql_execution_elapsed_ms_total": 29.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5fd823661ee17454\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbcbbd8d129a042bf7da88c612421d4de9fa6254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:13.523268+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13678.17, "started_at": "2026-05-04T07:19:59.826207+00:00", "ended_at": "2026-05-04T07:20:13.503580+00:00", "prompt_metrics": {"chars": 9518, "bytes_utf8": 9518, "lines": 306, "estimated_tokens": 2679}, "response_metrics": {"chars": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22768, "cached_input_tokens": 19840, "output_tokens": 195}, "stderr_preview": "2026-05-04T07:20:00.050090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:02.467712Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 48.0\\nGROUP BY \\\"campaign\\\", \\\"y\\\"\\nORDER BY \\\"campaign\\\", \\\"y\\\";\",\"notes\":\"Used the planned template with group_col=\\\"campaign\\\", group_col_2=\\\"y\\\", measure_col=\\\"age\\\", and predicate age >= 48.0. CAST was added because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a58e606a69c8899d529aaafb4010ea59ff9f3c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_5fd823661ee17454/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_5fd823661ee17454", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13678.17, + "sql_execution_elapsed_ms_total": 29.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_5fd823661ee17454\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0450db70795c83ea789715dc69c0642232fc3a5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8863, "bytes_utf8": 8863, "lines": 298, "estimated_tokens": 2484}} +{"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": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..240f98be36b6b5c5df3c60cbd3bd943ee05e23c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60359a73bfb6855e", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10546.99, + "sql_execution_elapsed_ms_total": 24.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_60359a73bfb6855e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d2d47365552ceecf7b2ab7815f798acb497a1d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/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": "2026-05-04T07:10:51.737272+00:00", + "ended_at": "2026-05-04T07:11:02.284054+00:00", + "elapsed_ms": 10546.99, + "prompt_metrics": { + "chars": 8863, + "bytes_utf8": 8863, + "lines": 298, + "estimated_tokens": 2484 + }, + "stdout_metrics": { + "chars": 593, + "bytes_utf8": 593, + "lines": 4, + "estimated_tokens": 171 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13262 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 274, + "bytes_utf8": 274, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22575, + "cached_input_tokens": 21888, + "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_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaa23f4aa4afcd2970c6f96545fa975773e6e922 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=loan.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "loan", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9ca21388a74b61f0c34c56f02cde678f5332b86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-53ed-7251-b259-0daa78c0bdee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"loan\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"loan\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..312cd76fd692f59c546156f2f09d0edc83bf441a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"loan\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"loan\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1decac25e1f730bb134ffcfc3ecc50d345bd5146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:52.003394Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:54.432769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:01.487734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0aca1baef9567501d543ba11f263d138ab1294a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/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=loan. +Result preview: [{"loan": "no", "row_count": 37967}, {"loan": "yes", "row_count": 7244}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08da10f466e97e7238b809f1887397964a21cf18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_60359a73bfb6855e +-- problem_id: v2p_m8_65729f785365e397 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", COUNT(*) AS row_count +FROM "m8" +GROUP BY "loan" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9819bf310f662f57391d6134c707c43974ef25ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/query_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 \"loan\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"loan\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"loan\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"loan\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"loan\", \"row_count\"], \"rows\": [{\"loan\": \"no\", \"row_count\": 37967}, {\"loan\": \"yes\", \"row_count\": 7244}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..025dda7105be1f9d74cc76588e53c0bfac6edc80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:10:51.730107+00:00", + "ended_at": "2026-05-04T07:11:02.340605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_60359a73bfb6855e", + "problem_id": "v2p_m8_65729f785365e397", + "dataset_id": "m8", + "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=loan.", + "bindings": { + "group_col": "loan", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "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_c\\m8\\sql\\v2q_m8_60359a73bfb6855e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_60359a73bfb6855e", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22662, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2555, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10546.99, + "sql_execution_elapsed_ms_total": 24.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_60359a73bfb6855e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdc6f43c595b0d25b584bf255ab9e67e06532bb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_60359a73bfb6855e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:02.302206+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10546.99, "started_at": "2026-05-04T07:10:51.737272+00:00", "ended_at": "2026-05-04T07:11:02.284054+00:00", "prompt_metrics": {"chars": 8863, "bytes_utf8": 8863, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:10:52.003394Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:54.432769Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "housing", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..774aeb1163c7dffd4634a22b4d84f6b9bab9fae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-9730-7893-93e0-8e7fdb877b4d"} +{"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 \\\"housing\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"housing\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n CASE\\n WHEN MAX(\\\"lo_rn\\\") = MAX(\\\"hi_rn\\\") THEN\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"hi_rn\\\") - MAX(\\\"pos\\\")) +\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lo_rn\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible repair of the planned percentile template using a PERCENTILE_CONT-style window-function emulation. \\\"pdays\\\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":858}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a74f65049911008f1a8d500de296989a2d71d109 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"housing\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"housing\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"m8\"\n),\n\"positions\" AS (\n SELECT\n \"housing\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (0.95 * (\"cnt\" - 1))) = CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n ELSE CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"housing\",\n CASE\n WHEN MAX(\"lo_rn\") = MAX(\"hi_rn\") THEN\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END) * (MAX(\"hi_rn\") - MAX(\"pos\")) +\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_value\" END) * (MAX(\"pos\") - MAX(\"lo_rn\"))\n END AS \"percentile_measure\"\nFROM \"positions\"\nGROUP BY \"housing\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible repair of the planned percentile template using a PERCENTILE_CONT-style window-function emulation. \"pdays\" is stored as TEXT in the schema snapshot, so it is cast to REAL before ordering and interpolation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ed0c12ba58a8d30a630c70e89565117c19b03f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:15.585017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:17.956904Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:40.176855Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f470f93a62024758bad64684844161a8422aa59a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/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=housing, measure_col=pdays. +Result preview: [{"housing": "yes", "percentile_measure": 345.0}, {"housing": "no", "percentile_measure": 186.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fd67d515dc5bdf2953360f38872ba2a17348d9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/generated_sql.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_607558bc22cabca1 +-- problem_id: v2p_m8_ad6aa967e5baa150 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "housing", + CAST("pdays" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "housing" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "housing") AS "cnt" + FROM "m8" +), +"positions" AS ( + SELECT + "housing", + "measure_value", + "rn", + "cnt", + (1.0 + (0.95 * ("cnt" - 1))) AS "pos", + CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + (0.95 * ("cnt" - 1))) = CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + THEN CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + ELSE CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ranked" +) +SELECT + "housing", + CASE + WHEN MAX("lo_rn") = MAX("hi_rn") THEN + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) + ELSE + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) * (MAX("hi_rn") - MAX("pos")) + + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_value" END) * (MAX("pos") - MAX("lo_rn")) + END AS "percentile_measure" +FROM "positions" +GROUP BY "housing" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c55b6abb1c3d938c5e7527de3ae503fdf616c5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/query_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 \"housing\",\n CAST(\"pdays\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"housing\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"m8\"\n),\n\"positions\" AS (\n SELECT\n \"housing\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n (1.0 + (0.95 * (\"cnt\" - 1))) AS \"pos\",\n CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + (0.95 * (\"cnt\" - 1))) = CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n THEN CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER)\n ELSE CAST((1.0 + (0.95 * (\"cnt\" - 1))) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"housing\",\n CASE\n WHEN MAX(\"lo_rn\") = MAX(\"hi_rn\") THEN\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END) * (MAX(\"hi_rn\") - MAX(\"pos\")) +\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_value\" END) * (MAX(\"pos\") - MAX(\"lo_rn\"))\n END AS \"percentile_measure\"\nFROM \"positions\"\nGROUP BY \"housing\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"housing\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS \\\"pos\\\",\\n CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + (0.95 * (\\\"cnt\\\" - 1))) = CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n THEN CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER)\\n ELSE CAST((1.0 + (0.95 * (\\\"cnt\\\" - 1))) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n CASE\\n WHEN MAX(\\\"lo_rn\\\") = MAX(\\\"hi_rn\\\") THEN\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"hi_rn\\\") - MAX(\\\"pos\\\")) +\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_value\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lo_rn\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"housing\", \"percentile_measure\"], \"rows\": [{\"housing\": \"yes\", \"percentile_measure\": 345.0}, {\"housing\": \"no\", \"percentile_measure\": 186.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 222.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b0f62c0b24d5d40f5a1731d295b43670256bc9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:24:15.405915+00:00", + "ended_at": "2026-05-04T07:24:41.495105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_607558bc22cabca1", + "problem_id": "v2p_m8_ad6aa967e5baa150", + "dataset_id": "m8", + "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=housing, measure_col=pdays.", + "bindings": { + "group_col": "housing", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_607558bc22cabca1.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_607558bc22cabca1", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 858, + "total_tokens": 23497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 511, + "estimated_total_tokens": 3059, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25827.33, + "sql_execution_elapsed_ms_total": 222.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_607558bc22cabca1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6de38bb98c3fcac215b8de752dd7a5ef5652c648 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_607558bc22cabca1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:41.261851+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25827.33, "started_at": "2026-05-04T07:24:15.414776+00:00", "ended_at": "2026-05-04T07:24:41.242171+00:00", "prompt_metrics": {"chars": 9131, "bytes_utf8": 9131, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 1546, "bytes_utf8": 1546, "lines": 1, "estimated_tokens": 511}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 858}, "stderr_preview": "2026-05-04T07:24:15.585017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:17.956904Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "y", + "target_value": "yes", + "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\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eced7c74984fa967fe00c8633a89e876ca1aeaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-69d9-7150-b3e0-9b38bfc44249"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=15. Used double quotes for identifiers and SQLite-compatible aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":19840,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..509fe5150f25205d4f59a3dac875745f51dc4300 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"housing\", target_col=\"y\", target_value='yes', min_support=4, and top_k=15. Used double quotes for identifiers and SQLite-compatible aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05899901d6ca6ffccb4893e133ead03c3f06c242 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:48.331364Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:50.724014Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:59.214200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e96483f70bde2ff9bc614088d6f9239dcd86eab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=y. +Result preview: [{"housing": "no", "support": 20081, "focus_rate": 0.1670235546038544}, {"housing": "yes", "support": 25130, "focus_rate": 0.07699960206923995}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f7d4518f3908b21a9801cd67bca06b69932bce2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_6647f1b85ad9718f +-- problem_id: v2p_m8_73ac0ee07818b6b9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d69ae03b57bcc67a1585a797aa00e36b6b8746b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/query_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_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"housing\", \"support\", \"focus_rate\"], \"rows\": [{\"housing\": \"no\", \"support\": 20081, \"focus_rate\": 0.1670235546038544}, {\"housing\": \"yes\", \"support\": 25130, \"focus_rate\": 0.07699960206923995}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..12e0da547700de08a966afd2e9b7f7299df65eb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:32:47.994456+00:00", + "ended_at": "2026-05-04T07:33:00.212841+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6647f1b85ad9718f", + "problem_id": "v2p_m8_73ac0ee07818b6b9", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=y.", + "bindings": { + "group_col": "housing", + "target_col": "y", + "target_value": "yes", + "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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_6647f1b85ad9718f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6647f1b85ad9718f", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 182, + "total_tokens": 22894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12153.22, + "sql_execution_elapsed_ms_total": 29.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6647f1b85ad9718f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fb2d3d9447d4c8293a426e7e9a3b8522a1fafe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:00.174952+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12153.22, "started_at": "2026-05-04T07:32:48.003842+00:00", "ended_at": "2026-05-04T07:33:00.156517+00:00", "prompt_metrics": {"chars": 9284, "bytes_utf8": 9284, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 19840, "output_tokens": 182}, "stderr_preview": "2026-05-04T07:32:48.331364Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:50.724014Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=15. Used double quotes for identifiers and SQLite-compatible aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d155bb933a9d1c7cee8a47b334a17c707f9fc65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6647f1b85ad9718f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6647f1b85ad9718f", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 182, + "total_tokens": 22894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12153.22, + "sql_execution_elapsed_ms_total": 29.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6647f1b85ad9718f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5399bd59f7b50b607818f37f8663d3dcb22e76fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9116, "bytes_utf8": 9116, "lines": 300, "estimated_tokens": 2589}} +{"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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe7ae0671d4e2ed054ca6e49063914cbde54219e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_66a66f603592f1cc", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10795.98, + "sql_execution_elapsed_ms_total": 42.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_66a66f603592f1cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..455cf36713074eec6dd53e842fc9f921e858c230 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/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": "2026-05-04T07:36:32.597421+00:00", + "ended_at": "2026-05-04T07:36:43.393826+00:00", + "elapsed_ms": 10795.98, + "prompt_metrics": { + "chars": 9116, + "bytes_utf8": 9116, + "lines": 300, + "estimated_tokens": 2589 + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22678, + "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_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e549107541c8f05e0edfe1d9483378a396b4f54a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=day.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "day", + "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": 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_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..259be273561eb79eb172ff3d4dd963d36a9f3bb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-d6d1-7fc0-9026-5706bf1b4a41"} +{"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 \\\"marital\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"day\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=day, top_k=12. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f437d8f726e88c806eb04a230aeb85471b55c82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"day\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"day\"\nORDER BY support ASC, \"marital\", \"day\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=day, top_k=12. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c1df9d60a2cc87fbaceea30b9949ef9c1b410c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:32.811266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:35.260292Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:42.663337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80fc387f4b7be8f4168d8816ab9d9c986f077ba3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/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=marital, group_col_2=day. +Result preview: [{"marital": "divorced", "day": "1", "support": 44}, {"marital": "divorced", "day": "24", "support": 58}, {"marital": "divorced", "day": "10", "support": 67}, {"marital": "divorced", "day": "31", "support": 79}, {"marital": "divorced", "day": "25", "support": 85}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea0cec92ad6eb58b80d5162b2bbd60b22a31e6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_66a66f603592f1cc +-- problem_id: v2p_m8_b909b63f21d934e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "day", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "day" +ORDER BY support ASC, "marital", "day" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dad14713ad90fb9a88b4a5c753ed7cf7d83406b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/query_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 \"marital\",\n \"day\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"day\"\nORDER BY support ASC, \"marital\", \"day\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"day\\\"\\nLIMIT 12;\", \"columns\": [\"marital\", \"day\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"day\": \"1\", \"support\": 44}, {\"marital\": \"divorced\", \"day\": \"24\", \"support\": 58}, {\"marital\": \"divorced\", \"day\": \"10\", \"support\": 67}, {\"marital\": \"divorced\", \"day\": \"31\", \"support\": 79}, {\"marital\": \"divorced\", \"day\": \"25\", \"support\": 85}, {\"marital\": \"divorced\", \"day\": \"22\", \"support\": 95}, {\"marital\": \"divorced\", \"day\": \"23\", \"support\": 95}, {\"marital\": \"single\", \"day\": \"1\", \"support\": 111}, {\"marital\": \"divorced\", \"day\": \"3\", \"support\": 112}, {\"marital\": \"single\", \"day\": \"24\", \"support\": 112}, {\"marital\": \"divorced\", \"day\": \"26\", \"support\": 122}, {\"marital\": \"divorced\", \"day\": \"27\", \"support\": 127}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44ae71b9cc98c828d925ca697861704f1b3850d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:36:32.589961+00:00", + "ended_at": "2026-05-04T07:36:43.461652+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_66a66f603592f1cc", + "problem_id": "v2p_m8_b909b63f21d934e1", + "dataset_id": "m8", + "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=marital, group_col_2=day.", + "bindings": { + "group_col": "marital", + "group_col_2": "day", + "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": 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=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_c\\m8\\sql\\v2q_m8_66a66f603592f1cc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_66a66f603592f1cc", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10795.98, + "sql_execution_elapsed_ms_total": 42.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_66a66f603592f1cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d4f20d6e31287e86aa39bf781655d951716f6c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_66a66f603592f1cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:43.412786+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10795.98, "started_at": "2026-05-04T07:36:32.597421+00:00", "ended_at": "2026-05-04T07:36:43.393826+00:00", "prompt_metrics": {"chars": 9116, "bytes_utf8": 9116, "lines": 300, "estimated_tokens": 2589}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:36:32.811266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:35.260292Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=job, condition_col=marital.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "job", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ac3ea43f95cb2e037f944f42619ad9aad170785 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-e40d-7d53-ba03-da42c87ad86c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"job\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"job\\\" and condition_col=\\\"marital\\\", measuring the share of rows where marital='single' within each job group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22664,"cached_input_tokens":2432,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6edc12a4e63687b72267cc01a1dedd3742fa0694 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"job\",\n AVG(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"job\" and condition_col=\"marital\", measuring the share of rows where marital='single' within each job group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede0ebea9f8f85a890df51542c7c99c021c952f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:11.355463Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:13.808916Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:21.399670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..71144014af4dda217b62955d4586aefad0edf760 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/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=job, condition_col=marital. +Result preview: [{"job": "student", "condition_rate": 0.9360341151385928}, {"job": "technician", "condition_rate": 0.34487297617480583}, {"job": "admin.", "condition_rate": 0.3341713401663121}, {"job": "management", "condition_rate": 0.3115880735884965}, {"job": "unemployed", "condition_rate": 0.30775134305448965}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c30e21e87b022949e1d0d776b918f2cc4f18daf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_67226cc279ba56d4 +-- problem_id: v2p_m8_295fb4ed6c6ce027 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", + AVG(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "job" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74482c211c20e3c4ee93ed0ceadca2e714fb5b06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/query_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 \"job\",\n AVG(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"job\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"job\", \"condition_rate\"], \"rows\": [{\"job\": \"student\", \"condition_rate\": 0.9360341151385928}, {\"job\": \"technician\", \"condition_rate\": 0.34487297617480583}, {\"job\": \"admin.\", \"condition_rate\": 0.3341713401663121}, {\"job\": \"management\", \"condition_rate\": 0.3115880735884965}, {\"job\": \"unemployed\", \"condition_rate\": 0.30775134305448965}, {\"job\": \"services\", \"condition_rate\": 0.2883967260471834}, {\"job\": \"self-employed\", \"condition_rate\": 0.2824572514249525}, {\"job\": \"unknown\", \"condition_rate\": 0.2361111111111111}, {\"job\": \"blue-collar\", \"condition_rate\": 0.2069461570078093}, {\"job\": \"entrepreneur\", \"condition_rate\": 0.16005379959650304}, {\"job\": \"housemaid\", \"condition_rate\": 0.11612903225806452}, {\"job\": \"retired\", \"condition_rate\": 0.04770318021201413}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f7a27cd8e953088d4de66af35f6750bda7a6da3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:56:11.064549+00:00", + "ended_at": "2026-05-04T06:56:22.135442+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_67226cc279ba56d4", + "problem_id": "v2p_m8_295fb4ed6c6ce027", + "dataset_id": "m8", + "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=job, condition_col=marital.", + "bindings": { + "group_col": "job", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_67226cc279ba56d4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_67226cc279ba56d4", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 2432, + "output_tokens": 118, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10993.75, + "sql_execution_elapsed_ms_total": 33.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_67226cc279ba56d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3d932fab375c2bfaa3055ee8b8e3185053820ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_67226cc279ba56d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:22.094874+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10993.75, "started_at": "2026-05-04T06:56:11.080109+00:00", "ended_at": "2026-05-04T06:56:22.078074+00:00", "prompt_metrics": {"chars": 9211, "bytes_utf8": 9211, "lines": 303, "estimated_tokens": 2573}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22664, "cached_input_tokens": 2432, "output_tokens": 118}, "stderr_preview": "2026-05-04T06:56:11.355463Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:13.808916Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=duration.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "day", + "measure_col": "duration", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4b64be09d4c47d842d7dbc5c90d17d524cbced5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-f5d8-70d1-b61d-bd98fe27f79c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"duration\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS \\\"avg_measure\\\"\\nFROM \\\"m8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the required Window Partition Average template with group_col bound to \\\"day\\\" and measure_col bound to \\\"duration\\\". CAST is applied because the schema stores values as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22612,"cached_input_tokens":21888,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8984e90e455c3df8919b801118b096712085f76a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"day\",\n AVG(CAST(\"duration\" AS REAL)) OVER (PARTITION BY \"day\") AS \"avg_measure\"\nFROM \"m8\"\nORDER BY \"avg_measure\" DESC;","notes":"Uses the required Window Partition Average template with group_col bound to \"day\" and measure_col bound to \"duration\". CAST is applied because the schema stores values as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ae129cafbef6011243086eb0569589ee880e586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:38.065371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:40.495450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:49.187083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d590f85abdb02dea086f5e088a8cfda46c9a9a53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/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=day, measure_col=duration. +Result preview: [{"day": "16", "avg_measure": 296.43745583038867}, {"day": "10", "avg_measure": 286.26145038167937}, {"day": "1", "avg_measure": 281.16149068322983}, {"day": "24", "avg_measure": 281.07158836689035}, {"day": "30", "avg_measure": 276.92911877394636}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eba4853594c591d99c2156c82a5a80720ea7a3b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_685aced32428dd75 +-- problem_id: v2p_m8_f21370f5570d29a4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("duration" AS REAL)) OVER (PARTITION BY "day") AS "avg_measure" +FROM "m8" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8705482351e55e90e4673b2c84f8100ba9dfe546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/query_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 \"day\",\n AVG(CAST(\"duration\" AS REAL)) OVER (PARTITION BY \"day\") AS \"avg_measure\"\nFROM \"m8\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"duration\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS \\\"avg_measure\\\"\\nFROM \\\"m8\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"day\", \"avg_measure\"], \"rows\": [{\"day\": \"16\", \"avg_measure\": 296.43745583038867}, {\"day\": \"10\", \"avg_measure\": 286.26145038167937}, {\"day\": \"1\", \"avg_measure\": 281.16149068322983}, {\"day\": \"24\", \"avg_measure\": 281.07158836689035}, {\"day\": \"30\", \"avg_measure\": 276.92911877394636}, {\"day\": \"17\", \"avg_measure\": 275.6766374419804}, {\"day\": \"13\", \"avg_measure\": 274.8006309148265}, {\"day\": \"15\", \"avg_measure\": 274.2877275396359}, {\"day\": \"3\", \"avg_measure\": 273.90361445783134}, {\"day\": \"23\", \"avg_measure\": 272.8871139510117}, {\"day\": \"7\", \"avg_measure\": 270.16345624656026}, {\"day\": \"5\", \"avg_measure\": 270.0303664921466}, {\"day\": \"12\", \"avg_measure\": 268.12227074235807}, {\"day\": \"14\", \"avg_measure\": 265.8262987012987}, {\"day\": \"22\", \"avg_measure\": 265.2475138121547}, {\"day\": \"19\", \"avg_measure\": 262.54923164484916}, {\"day\": \"4\", \"avg_measure\": 261.32387543252594}, {\"day\": \"6\", \"avg_measure\": 261.29813664596276}, {\"day\": \"21\", \"avg_measure\": 260.70483711747283}, {\"day\": \"11\", \"avg_measure\": 255.79716024340772}, {\"day\": \"8\", \"avg_measure\": 253.84364820846906}, {\"day\": \"25\", \"avg_measure\": 251.04404761904763}, {\"day\": \"9\", \"avg_measure\": 249.1467008327995}, {\"day\": \"2\", \"avg_measure\": 248.63959783449343}, {\"day\": \"18\", \"avg_measure\": 243.13648180242635}, {\"day\": \"29\", \"avg_measure\": 242.13065902578796}, {\"day\": \"26\", \"avg_measure\": 237.30531400966183}, {\"day\": \"20\", \"avg_measure\": 233.7485465116279}, {\"day\": \"27\", \"avg_measure\": 227.14808206958074}, {\"day\": \"28\", \"avg_measure\": 225.71475409836066}, {\"day\": \"31\", \"avg_measure\": 181.02954898911352}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 120.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff6711b2d2757f525f055adf10b1869f277eddc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:00:37.858763+00:00", + "ended_at": "2026-05-04T07:00:50.314848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_685aced32428dd75", + "problem_id": "v2p_m8_f21370f5570d29a4", + "dataset_id": "m8", + "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=day, measure_col=duration.", + "bindings": { + "group_col": "day", + "measure_col": "duration", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_685aced32428dd75.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_685aced32428dd75", + "api_calls": 0, + "input_tokens": 22612, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2521, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2627, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12302.65, + "sql_execution_elapsed_ms_total": 120.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_685aced32428dd75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..557082fa1fcd7a195323f75a6f6f014178232d45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_685aced32428dd75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:50.185840+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12302.65, "started_at": "2026-05-04T07:00:37.867095+00:00", "ended_at": "2026-05-04T07:00:50.164566+00:00", "prompt_metrics": {"chars": 9037, "bytes_utf8": 9037, "lines": 300, "estimated_tokens": 2521}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22612, "cached_input_tokens": 21888, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:00:38.065371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:40.495450Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "loan", + "measure_col": "previous", + "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},\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_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c004bf344e4e8dc06ab477ff1023b4068dfbc73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=loan, measure_col=previous.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "loan", + "measure_col": "previous", + "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},\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 \"loan\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"m8\"\n),\n\"target_rank\" AS (\n SELECT\n \"loan\",\n \"previous_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\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_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec05071a0a3c868b13cdaed5d96eeeae45e72f51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-45c1-7550-b88e-b2fbde50329a"} +{"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 \\\"loan\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank 90th percentile per \\\"loan\\\" group on CAST(\\\"previous\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":376}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2110fceadfb30364fc002e472532ab7d9e893829 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"m8\"\n),\n\"target_rank\" AS (\n SELECT\n \"loan\",\n \"previous_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank 90th percentile per \"loan\" group on CAST(\"previous\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..766cd6c99f7643af5193c725aeba953e444da92d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-874e-7e81-9fca-f00c8909039e"} +{"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 \\\"loan\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22881,"cached_input_tokens":22400,"output_tokens":372}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0cff35b954bd83e9d2f6f1524ef4205d6fac3d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"loan\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"m8\"\n),\n\"target_rank\" AS (\n SELECT\n \"loan\",\n \"previous_value\",\n \"rn\",\n CAST((0.9 * \"cnt\") AS INTEGER) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d19b2350e3b1fb483e67713d56c5ec2c6429859 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:00.330439Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:02.762067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:15.808245Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea8a1bde0a4acda85525728849f265133ab5439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:17.072440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:19.530376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:32.625388Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a158c0609e407598b86edccc9c4c5ed9281499e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/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=loan, measure_col=previous. +Result preview: [{"loan": "no", "percentile_measure": 2.0}, {"loan": "yes", "percentile_measure": 2.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d28afbadaf4e81f38c624a0963de971a5e2e36ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_68723faeb4a67c2f +-- problem_id: v2p_m8_e8267fff27572a83 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "loan") AS "cnt" + FROM "m8" +), +"target_rank" AS ( + SELECT + "loan", + "previous_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "loan", + "previous_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa780be79f1eb3fd0f236bcaf1b94700afe82518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/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 \"loan\",\n CAST(\"previous\" AS REAL) AS \"previous_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"loan\"\n ORDER BY CAST(\"previous\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"loan\") AS \"cnt\"\n FROM \"m8\"\n),\n\"target_rank\" AS (\n SELECT\n \"loan\",\n \"previous_value\",\n \"rn\",\n CAST((0.9 * \"cnt\") AS INTEGER) + ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"loan\",\n \"previous_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"loan\\\"\\n ORDER BY CAST(\\\"previous\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"loan\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"loan\", \"percentile_measure\"], \"rows\": [{\"loan\": \"no\", \"percentile_measure\": 2.0}, {\"loan\": \"yes\", \"percentile_measure\": 2.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 179.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15dde5a7ec46e9af9703a5b67210a069821ec92b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:25:00.062744+00:00", + "ended_at": "2026-05-04T07:25:33.182261+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_68723faeb4a67c2f", + "problem_id": "v2p_m8_e8267fff27572a83", + "dataset_id": "m8", + "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=loan, measure_col=previous.", + "bindings": { + "group_col": "loan", + "measure_col": "previous", + "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", + "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=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_68723faeb4a67c2f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_68723faeb4a67c2f", + "api_calls": 0, + "input_tokens": 45519, + "cached_input_tokens": 44288, + "output_tokens": 748, + "total_tokens": 46267, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5337, + "estimated_output_tokens": 499, + "estimated_total_tokens": 5836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32866.54, + "sql_execution_elapsed_ms_total": 179.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_68723faeb4a67c2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51b650a229cd8cac7cfa5857bfe9a529badc358a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:25:16.873901+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16780.63, "started_at": "2026-05-04T07:25:00.072078+00:00", "ended_at": "2026-05-04T07:25:16.852711+00:00", "prompt_metrics": {"chars": 9128, "bytes_utf8": 9128, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 847, "bytes_utf8": 847, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 376}, "stderr_preview": "2026-05-04T07:25:00.330439Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:02.762067Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"loan\\\",\\n \\\"previous_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f6461d35c87634c0d501f5ffa80709ec75a5e56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_68723faeb4a67c2f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_68723faeb4a67c2f", + "api_calls": 0, + "input_tokens": 45519, + "cached_input_tokens": 44288, + "output_tokens": 748, + "total_tokens": 46267, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5337, + "estimated_output_tokens": 499, + "estimated_total_tokens": 5836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32866.54, + "sql_execution_elapsed_ms_total": 179.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_68723faeb4a67c2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c20e48f43a3f18caeb0066722ab4b958cd3fd2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9095, "bytes_utf8": 9095, "lines": 300, "estimated_tokens": 2553}} +{"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": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75a2707f12b2a843463166f4963ed352decb4962 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_695251c42e671050", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10958.81, + "sql_execution_elapsed_ms_total": 31.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_695251c42e671050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ca46a0074fb848b6d3bc82a8de7809658c8dfeb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/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": "2026-05-04T07:17:31.870938+00:00", + "ended_at": "2026-05-04T07:17:42.828086+00:00", + "elapsed_ms": 10958.81, + "prompt_metrics": { + "chars": 9095, + "bytes_utf8": 9095, + "lines": 300, + "estimated_tokens": 2553 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22642, + "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_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ce4cf0aa55ef5d81cb9899ac02149b5ec1efed0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, measure_col=previous.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "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}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac88c24a3c662caa572f35e7a108324518460dfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-6f03-7b62-96c5-1fc47fbaf4de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"age\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8067663dcd9affb3023186220c3539ab2a7d4e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"age\" and measure_col=\"previous\". Cast \"previous\" 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_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5412b4f53ff35ca32ce4052bcaf1e64b7de992a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:32.121985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:34.561710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:41.737070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..63069472bae197a8c436c000505b37d0ba20699f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, measure_col=previous. +Result preview: [{"age": "18", "avg_measure": 0.5, "support": 12}, {"age": "19", "avg_measure": 0.6285714285714286, "support": 35}, {"age": "20", "avg_measure": 1.04, "support": 50}, {"age": "21", "avg_measure": 0.5949367088607594, "support": 79}, {"age": "22", "avg_measure": 0.5813953488372093, "support": 129}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a6b80c1109613a5bc6fb4b0e31997ce606bd366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_695251c42e671050 +-- problem_id: v2p_m8_4d32656aaefc636b +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4398ba7f4f2f46ba72f5413585f00a5f087e309 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/query_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_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\", \"columns\": [\"age\", \"avg_measure\", \"support\"], \"rows\": [{\"age\": \"18\", \"avg_measure\": 0.5, \"support\": 12}, {\"age\": \"19\", \"avg_measure\": 0.6285714285714286, \"support\": 35}, {\"age\": \"20\", \"avg_measure\": 1.04, \"support\": 50}, {\"age\": \"21\", \"avg_measure\": 0.5949367088607594, \"support\": 79}, {\"age\": \"22\", \"avg_measure\": 0.5813953488372093, \"support\": 129}, {\"age\": \"23\", \"avg_measure\": 0.6782178217821783, \"support\": 202}, {\"age\": \"24\", \"avg_measure\": 0.4304635761589404, \"support\": 302}, {\"age\": \"25\", \"avg_measure\": 0.4269449715370019, \"support\": 527}, {\"age\": \"26\", \"avg_measure\": 0.4894409937888199, \"support\": 805}, {\"age\": \"27\", \"avg_measure\": 0.6963696369636964, \"support\": 909}, {\"age\": \"28\", \"avg_measure\": 0.6502890173410405, \"support\": 1038}, {\"age\": \"29\", \"avg_measure\": 0.580590717299578, \"support\": 1185}, {\"age\": \"30\", \"avg_measure\": 0.49800796812749004, \"support\": 1757}, {\"age\": \"31\", \"avg_measure\": 0.5836673346693386, \"support\": 1996}, {\"age\": \"32\", \"avg_measure\": 0.565947242206235, \"support\": 2085}, {\"age\": \"33\", \"avg_measure\": 0.6703853955375254, \"support\": 1972}, {\"age\": \"34\", \"avg_measure\": 0.6854922279792746, \"support\": 1930}, {\"age\": \"35\", \"avg_measure\": 0.7006335797254488, \"support\": 1894}, {\"age\": \"36\", \"avg_measure\": 0.5287929125138427, \"support\": 1806}, {\"age\": \"37\", \"avg_measure\": 0.7140330188679245, \"support\": 1696}, {\"age\": \"38\", \"avg_measure\": 0.6207366984993179, \"support\": 1466}, {\"age\": \"39\", \"avg_measure\": 0.5830531271015468, \"support\": 1487}, {\"age\": \"40\", \"avg_measure\": 0.7830258302583026, \"support\": 1355}, {\"age\": \"41\", \"avg_measure\": 0.4972889233152595, \"support\": 1291}, {\"age\": \"42\", \"avg_measure\": 0.5410628019323671, \"support\": 1242}, {\"age\": \"43\", \"avg_measure\": 0.5624461670973299, \"support\": 1161}, {\"age\": \"44\", \"avg_measure\": 0.5325704225352113, \"support\": 1136}, {\"age\": \"45\", \"avg_measure\": 0.48601973684210525, \"support\": 1216}, {\"age\": \"46\", \"avg_measure\": 0.5114893617021277, \"support\": 1175}, {\"age\": \"47\", \"avg_measure\": 0.5257352941176471, \"support\": 1088}, {\"age\": \"48\", \"avg_measure\": 0.4934804413239719, \"support\": 997}, {\"age\": \"49\", \"avg_measure\": 0.37525150905432597, \"support\": 994}, {\"age\": \"50\", \"avg_measure\": 0.5623003194888179, \"support\": 939}, {\"age\": \"51\", \"avg_measure\": 0.42094017094017094, \"support\": 936}, {\"age\": \"52\", \"avg_measure\": 0.43249176728869376, \"support\": 911}, {\"age\": \"53\", \"avg_measure\": 0.4612794612794613, \"support\": 891}, {\"age\": \"54\", \"avg_measure\": 0.5499383477188656, \"support\": 811}, {\"age\": \"55\", \"avg_measure\": 0.5508684863523573, \"support\": 806}, {\"age\": \"56\", \"avg_measure\": 0.46786632390745503, \"support\": 778}, {\"age\": \"57\", \"avg_measure\": 0.42632850241545894, \"support\": 828}, {\"age\": \"58\", \"avg_measure\": 0.4608108108108108, \"support\": 740}, {\"age\": \"59\", \"avg_measure\": 0.42727272727272725, \"support\": 770}, {\"age\": \"60\", \"avg_measure\": 0.6258389261744967, \"support\": 596}, {\"age\": \"61\", \"avg_measure\": 1.0476190476190477, \"support\": 147}, {\"age\": \"62\", \"avg_measure\": 1.275, \"support\": 80}, {\"age\": \"63\", \"avg_measure\": 1.077922077922078, \"support\": 77}, {\"age\": \"64\", \"avg_measure\": 1.0945945945945945, \"support\": 74}, {\"age\": \"65\", \"avg_measure\": 0.8305084745762712, \"support\": 59}, {\"age\": \"66\", \"avg_measure\": 1.2222222222222223, \"support\": 63}, {\"age\": \"67\", \"avg_measure\": 1.3518518518518519, \"support\": 54}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 31.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6292bb31e9648f274d21c7ce82bcb99b42005d98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:17:31.862758+00:00", + "ended_at": "2026-05-04T07:17:42.890708+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_695251c42e671050", + "problem_id": "v2p_m8_4d32656aaefc636b", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=age, measure_col=previous.", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_695251c42e671050.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_695251c42e671050", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10958.81, + "sql_execution_elapsed_ms_total": 31.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_695251c42e671050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba44a1ea6860d3c25f253e02653805b974c7bbc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:42.849428+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10958.81, "started_at": "2026-05-04T07:17:31.870938+00:00", "ended_at": "2026-05-04T07:17:42.828086+00:00", "prompt_metrics": {"chars": 9095, "bytes_utf8": 9095, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:17:32.121985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:34.561710Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"age\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83c5a0899b3603000d486a1f910a6697063a2f5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_695251c42e671050/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_695251c42e671050", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22763, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10958.81, + "sql_execution_elapsed_ms_total": 31.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_695251c42e671050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97e264eb98873f55b0b32fd2c994e5f682643250 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "-1", "support": 36954, "support_share": 0.8173674548229414, "support_rank": 1}, {"value_label": "182", "support": 167, "support_share": 0.0036937913339673972, "support_rank": 2}, {"value_label": "92", "support": 147, "support_share": 0.003251421114330583, "support_rank": 3}, {"value_label": "183", "support": 126, "support_share": 0.0027869323837119283, "support_rank": 4}, {"value_label": "91", "support": 126, "support_share": 0.0027869323837119283, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea40cbc39b2587d2be540e3b93d321e01946e764 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6bf14329a0cb18dc +-- problem_id: v2p_m8_bb6bd4cdcbd0d240 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +) +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_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e67080837ac962628d6cfe4880f27746f47f042f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/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_c\n-- sql_source_dataset_id: m8\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_m8_6bf14329a0cb18dc\n-- problem_id: v2p_m8_bb6bd4cdcbd0d240\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"pdays\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"pdays\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_6bf14329a0cb18dc\\n-- problem_id: v2p_m8_bb6bd4cdcbd0d240\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"pdays\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"pdays\\\"\\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\": 36954, \"support_share\": 0.8173674548229414, \"support_rank\": 1}, {\"value_label\": \"182\", \"support\": 167, \"support_share\": 0.0036937913339673972, \"support_rank\": 2}, {\"value_label\": \"92\", \"support\": 147, \"support_share\": 0.003251421114330583, \"support_rank\": 3}, {\"value_label\": \"183\", \"support\": 126, \"support_share\": 0.0027869323837119283, \"support_rank\": 4}, {\"value_label\": \"91\", \"support\": 126, \"support_share\": 0.0027869323837119283, \"support_rank\": 5}, {\"value_label\": \"181\", \"support\": 117, \"support_share\": 0.002587865784875362, \"support_rank\": 6}, {\"value_label\": \"370\", \"support\": 99, \"support_share\": 0.0021897325872022293, \"support_rank\": 7}, {\"value_label\": \"184\", \"support\": 85, \"support_share\": 0.0018800734334564596, \"support_rank\": 8}, {\"value_label\": \"364\", \"support\": 77, \"support_share\": 0.001703125345601734, \"support_rank\": 9}, {\"value_label\": \"95\", \"support\": 74, \"support_share\": 0.001636769812656212, \"support_rank\": 10}, {\"value_label\": \"350\", \"support\": 73, \"support_share\": 0.0016146513016743712, \"support_rank\": 11}, {\"value_label\": \"94\", \"support\": 72, \"support_share\": 0.0015925327906925306, \"support_rank\": 12}, {\"value_label\": \"175\", \"support\": 71, \"support_share\": 0.00157041427971069, \"support_rank\": 13}, {\"value_label\": \"185\", \"support\": 68, \"support_share\": 0.0015040587467651677, \"support_rank\": 14}, {\"value_label\": \"343\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"support_rank\": 15}, {\"value_label\": \"93\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"support_rank\": 16}, {\"value_label\": \"188\", \"support\": 64, \"support_share\": 0.001415584702837805, \"support_rank\": 17}, {\"value_label\": \"186\", \"support\": 60, \"support_share\": 0.001327110658910442, \"support_rank\": 18}, {\"value_label\": \"189\", \"support\": 60, \"support_share\": 0.001327110658910442, \"support_rank\": 19}, {\"value_label\": \"174\", \"support\": 57, \"support_share\": 0.00126075512596492, \"support_rank\": 20}, {\"value_label\": \"349\", \"support\": 57, \"support_share\": 0.00126075512596492, \"support_rank\": 21}, {\"value_label\": \"96\", \"support\": 57, \"support_share\": 0.00126075512596492, \"support_rank\": 22}, {\"value_label\": \"363\", \"support\": 55, \"support_share\": 0.0012165181040012386, \"support_rank\": 23}, {\"value_label\": \"90\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 24}, {\"value_label\": \"97\", \"support\": 54, \"support_share\": 0.001194399593019398, \"support_rank\": 25}, {\"value_label\": \"196\", \"support\": 51, \"support_share\": 0.001128044060073876, \"support_rank\": 26}, {\"value_label\": \"365\", \"support\": 51, \"support_share\": 0.001128044060073876, \"support_rank\": 27}, {\"value_label\": \"342\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 28}, {\"value_label\": \"357\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 29}, {\"value_label\": \"368\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 30}, {\"value_label\": \"98\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"support_rank\": 31}, {\"value_label\": \"345\", \"support\": 48, \"support_share\": 0.0010616885271283536, \"support_rank\": 32}, {\"value_label\": \"351\", \"support\": 48, \"support_share\": 0.0010616885271283536, \"support_rank\": 33}, {\"value_label\": \"178\", \"support\": 47, \"support_share\": 0.001039570016146513, \"support_rank\": 34}, {\"value_label\": \"347\", \"support\": 47, \"support_share\": 0.001039570016146513, \"support_rank\": 35}, {\"value_label\": \"367\", \"support\": 47, \"support_share\": 0.001039570016146513, \"support_rank\": 36}, {\"value_label\": \"190\", \"support\": 46, \"support_share\": 0.0010174515051646724, \"support_rank\": 37}, {\"value_label\": \"104\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 38}, {\"value_label\": \"180\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 39}, {\"value_label\": \"195\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 40}, {\"value_label\": \"356\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 41}, {\"value_label\": \"99\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"support_rank\": 42}, {\"value_label\": \"172\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 43}, {\"value_label\": \"344\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 44}, {\"value_label\": \"371\", \"support\": 44, \"support_share\": 0.000973214483200991, \"support_rank\": 45}, {\"value_label\": \"150\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 46}, {\"value_label\": \"170\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 47}, {\"value_label\": \"179\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 48}, {\"value_label\": \"187\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 49}, {\"value_label\": \"87\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..149ee1b0920e23d4b4f4c88e32d8f5d7d2e54fd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.987038+00:00", + "ended_at": "2026-05-04T07:37:07.016072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6bf14329a0cb18dc", + "problem_id": "v2p_m8_bb6bd4cdcbd0d240", + "dataset_id": "m8", + "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=pdays.", + "bindings": { + "group_col": "pdays" + }, + "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=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_c\\m8\\sql\\v2q_m8_6bf14329a0cb18dc.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_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6bf14329a0cb18dc/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_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bc3fc0fe9b04fb81b91db6ec1a17ad8a5fd39e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9139, "bytes_utf8": 9139, "lines": 302, "estimated_tokens": 2558}} +{"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": 96}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee4f073d65224a5e8b9678b3c5fed11e30c4c2b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6c152141eca8e768", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10127.66, + "sql_execution_elapsed_ms_total": 23.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6c152141eca8e768\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cee3301226aeee8ee829571450fe40529b99dec3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/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": "2026-05-04T07:14:46.072095+00:00", + "ended_at": "2026-05-04T07:14:56.195454+00:00", + "elapsed_ms": 10127.66, + "prompt_metrics": { + "chars": 9139, + "bytes_utf8": 9139, + "lines": 302, + "estimated_tokens": 2558 + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22647, + "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_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1564ff9c909033918d6e0f39be12a8ea74c219d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "no", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16061edb3528ca918f8a4c0321d0b791dbbc7c77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-e74b-7501-a18d-f9cc2dab5331"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'no'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"housing\\\" and predicate \\\"y\\\" = 'no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c94416b0090984c02ac47b7715096f1ddd01c15a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'no'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 15;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"housing\" and predicate \"y\" = 'no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9c22aeeccc81e11d744c36905d9ffa434450130 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:46.304354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:48.648852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:55.530567Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b1e1796754389433a8a7338ff0ca0fca7dd9f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/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=housing. +Result preview: [{"housing": "yes", "support": 23195}, {"housing": "no", "support": 16727}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..912f6dd11f86377b135dcf97e2da685e34ac616f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6c152141eca8e768 +-- problem_id: v2p_m8_f59869d6bbb04bf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE "y" = 'no' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25300c9002d23a7df4457f65219e9d2e269915d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/query_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 \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"y\" = 'no'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"y\\\" = 'no'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"yes\", \"support\": 23195}, {\"housing\": \"no\", \"support\": 16727}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e42c4de09d00e9b1a16ea0428088ffa31ad5626 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:14:46.063745+00:00", + "ended_at": "2026-05-04T07:14:56.257998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6c152141eca8e768", + "problem_id": "v2p_m8_f59869d6bbb04bf2", + "dataset_id": "m8", + "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=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "no", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_6c152141eca8e768.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6c152141eca8e768", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10127.66, + "sql_execution_elapsed_ms_total": 23.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6c152141eca8e768\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a534a52e6f5bd7b8f1a296d921eff04381ee49a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6c152141eca8e768/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:56.217413+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10127.66, "started_at": "2026-05-04T07:14:46.072095+00:00", "ended_at": "2026-05-04T07:14:56.195454+00:00", "prompt_metrics": {"chars": 9139, "bytes_utf8": 9139, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22647, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:14:46.304354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:48.648852Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=duration, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "contact", + "measure_col": "duration", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea129f12efacb3d99de2ae0af3a4add4d91e94d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=duration, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "contact", + "measure_col": "duration", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"contact\",\n CAST(\"duration\" AS REAL) AS \"duration\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n ROW_NUMBER() OVER (PARTITION BY \"contact\" ORDER BY \"duration\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n \"duration\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"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_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8cd4f5fd0623bea855a6ec566ac2f22bc5345d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-cfb7-7042-b51a-6e9d6d75477b"} +{"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 \\\"contact\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"contact\\\" ORDER BY \\\"duration\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"duration\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template roles with group_col=\\\"contact\\\", measure_col=\\\"duration\\\", and condition_col=\\\"loan\\\" filtered to 'no'. Because SQLite does not support PERCENTILE_CONT, this approximates the 0.95 quantile per group by selecting the value at row number CEIL(0.95 * group_count) after ordering CAST(\\\"duration\\\" AS REAL) within each contact group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22711,"cached_input_tokens":21888,"output_tokens":363}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba08bc8d484661236de580c7d8d344be8f9fc06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"contact\",\n CAST(\"duration\" AS REAL) AS \"duration\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n ROW_NUMBER() OVER (PARTITION BY \"contact\" ORDER BY \"duration\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n \"duration\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template roles with group_col=\"contact\", measure_col=\"duration\", and condition_col=\"loan\" filtered to 'no'. Because SQLite does not support PERCENTILE_CONT, this approximates the 0.95 quantile per group by selecting the value at row number CEIL(0.95 * group_count) after ordering CAST(\"duration\" AS REAL) within each contact group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca782c16cba093ba5b2973f364f5ea1c98d88280 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-0d7f-71b2-b927-50b98333f8e7"} +{"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 \\\"contact\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"contact\\\" ORDER BY \\\"duration\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration\\\",\\n \\\"rn\\\",\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"duration\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE expression that computes the ceiling of 0.95 * count using CAST and integer comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22976,"cached_input_tokens":21888,"output_tokens":449}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6e4b3b14289eb164c4755997e3ce46a30f2ff53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"contact\",\n CAST(\"duration\" AS REAL) AS \"duration\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n ROW_NUMBER() OVER (PARTITION BY \"contact\" ORDER BY \"duration\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n \"rn\",\n CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n \"duration\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE expression that computes the ceiling of 0.95 * count using CAST and integer comparison."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8213f63d8f486835f7ff511fa57b3cb626446b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:55.983534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:58.439338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:10.783422Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..589988592c188266b4ff829cffc62b73d4f13e39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:11.783593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:14.290452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:30.738430Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc34f86674a38c63ded6ac449229cf79657941d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/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=contact, measure_col=duration, condition_col=loan. +Result preview: [{"contact": "cellular", "conditional_percentile": 766.0}, {"contact": "unknown", "conditional_percentile": 744.0}, {"contact": "telephone", "conditional_percentile": 716.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7566bd7e82ce01d06d360fa5a9eb13720874b01b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6e79dc01aadc1fa0 +-- problem_id: v2p_m8_1ceaafc443607b06 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "contact", + CAST("duration" AS REAL) AS "duration" + FROM "m8" + WHERE "loan" = 'no' +), +"ranked" AS ( + SELECT + "contact", + "duration", + ROW_NUMBER() OVER (PARTITION BY "contact" ORDER BY "duration") AS "rn", + COUNT(*) OVER (PARTITION BY "contact") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "contact", + "duration", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "contact", + "duration" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e0d5d3d7dee9dc0ed3fc69fa50a77fe46f6df5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/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 \"contact\",\n CAST(\"duration\" AS REAL) AS \"duration\"\n FROM \"m8\"\n WHERE \"loan\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n ROW_NUMBER() OVER (PARTITION BY \"contact\" ORDER BY \"duration\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"duration\",\n \"rn\",\n CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n \"duration\" AS \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"contact\\\" ORDER BY \\\"duration\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration\\\",\\n \\\"rn\\\",\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"duration\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"contact\", \"conditional_percentile\"], \"rows\": [{\"contact\": \"cellular\", \"conditional_percentile\": 766.0}, {\"contact\": \"unknown\", \"conditional_percentile\": 744.0}, {\"contact\": \"telephone\", \"conditional_percentile\": 716.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 172.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6798a7f30c65ddbea0763dec91c23cdd806b251 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:05:55.711612+00:00", + "ended_at": "2026-05-04T07:06:31.878538+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6e79dc01aadc1fa0", + "problem_id": "v2p_m8_1ceaafc443607b06", + "dataset_id": "m8", + "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=contact, measure_col=duration, condition_col=loan.", + "bindings": { + "group_col": "contact", + "measure_col": "duration", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_6e79dc01aadc1fa0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6e79dc01aadc1fa0", + "api_calls": 0, + "input_tokens": 45687, + "cached_input_tokens": 43776, + "output_tokens": 812, + "total_tokens": 46499, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5505, + "estimated_output_tokens": 621, + "estimated_total_tokens": 6126, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35916.87, + "sql_execution_elapsed_ms_total": 172.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6e79dc01aadc1fa0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5ab6acc7dbd497ce11e09114ed4e7b7033e9fc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6e79dc01aadc1fa0/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:06:11.517772+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15762.55, "started_at": "2026-05-04T07:05:55.718958+00:00", "ended_at": "2026-05-04T07:06:11.481237+00:00", "prompt_metrics": {"chars": 9454, "bytes_utf8": 9454, "lines": 305, "estimated_tokens": 2620}, "response_metrics": {"chars": 1130, "bytes_utf8": 1130, "lines": 1, "estimated_tokens": 317}, "usage": {"input_tokens": 22711, "cached_input_tokens": 21888, "output_tokens": 363}, "stderr_preview": "2026-05-04T07:05:55.983534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:58.439338Z 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_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4533ec9dd7f1e8cc6f497f5a039e65bb36fb9da1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/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_c\n-- sql_source_dataset_id: m8\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_m8_6ef49dcdcdc3a88c\n-- problem_id: v2p_m8_2473549bb1c81b63\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"age\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_6ef49dcdcdc3a88c\\n-- problem_id: v2p_m8_2473549bb1c81b63\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"32\", \"support\": 2085, \"avg_response\": 1287.9640287769785}, {\"age\": \"31\", \"support\": 1996, \"avg_response\": 1193.5851703406813}, {\"age\": \"33\", \"support\": 1972, \"avg_response\": 1207.6485801217038}, {\"age\": \"34\", \"support\": 1930, \"avg_response\": 1222.440932642487}, {\"age\": \"35\", \"support\": 1894, \"avg_response\": 1100.2523759239705}, {\"age\": \"36\", \"support\": 1806, \"avg_response\": 1198.9091915836102}, {\"age\": \"30\", \"support\": 1757, \"avg_response\": 1120.1383039271486}, {\"age\": \"37\", \"support\": 1696, \"avg_response\": 1250.4033018867924}, {\"age\": \"39\", \"support\": 1487, \"avg_response\": 1314.5917955615332}, {\"age\": \"38\", \"support\": 1466, \"avg_response\": 1389.0115961800818}, {\"age\": \"40\", \"support\": 1355, \"avg_response\": 1235.4450184501845}, {\"age\": \"41\", \"support\": 1291, \"avg_response\": 1321.1750580945004}, {\"age\": \"42\", \"support\": 1242, \"avg_response\": 1280.9967793880837}, {\"age\": \"45\", \"support\": 1216, \"avg_response\": 1458.9876644736842}, {\"age\": \"29\", \"support\": 1185, \"avg_response\": 994.8438818565401}, {\"age\": \"46\", \"support\": 1175, \"avg_response\": 1298.24}, {\"age\": \"43\", \"support\": 1161, \"avg_response\": 1421.7846683893194}, {\"age\": \"44\", \"support\": 1136, \"avg_response\": 1418.6170774647887}, {\"age\": \"47\", \"support\": 1088, \"avg_response\": 1225.7371323529412}, {\"age\": \"28\", \"support\": 1038, \"avg_response\": 968.5462427745665}, {\"age\": \"48\", \"support\": 997, \"avg_response\": 1386.1905717151453}, {\"age\": \"49\", \"support\": 994, \"avg_response\": 1436.407444668008}, {\"age\": \"50\", \"support\": 939, \"avg_response\": 1463.2076677316295}, {\"age\": \"51\", \"support\": 936, \"avg_response\": 1633.83547008547}, {\"age\": \"52\", \"support\": 911, \"avg_response\": 1340.0878155872667}, {\"age\": \"27\", \"support\": 909, \"avg_response\": 1083.7964796479648}, {\"age\": \"53\", \"support\": 891, \"avg_response\": 1644.1459034792367}, {\"age\": \"57\", \"support\": 828, \"avg_response\": 1822.5785024154588}, {\"age\": \"54\", \"support\": 811, \"avg_response\": 1595.6103575832306}, {\"age\": \"55\", \"support\": 806, \"avg_response\": 1794.1426799007445}, {\"age\": \"26\", \"support\": 805, \"avg_response\": 1034.888198757764}, {\"age\": \"56\", \"support\": 778, \"avg_response\": 1674.1825192802057}, {\"age\": \"59\", \"support\": 770, \"avg_response\": 2092.7844155844155}, {\"age\": \"58\", \"support\": 740, \"avg_response\": 1940.1702702702703}, {\"age\": \"60\", \"support\": 596, \"avg_response\": 2020.4395973154362}, {\"age\": \"25\", \"support\": 527, \"avg_response\": 870.7703984819734}, {\"age\": \"24\", \"support\": 302, \"avg_response\": 914.5298013245033}, {\"age\": \"23\", \"support\": 202, \"avg_response\": 1039.5}, {\"age\": \"61\", \"support\": 147, \"avg_response\": 2758.1428571428573}, {\"age\": \"22\", \"support\": 129, \"avg_response\": 935.6046511627907}, {\"age\": \"62\", \"support\": 80, \"avg_response\": 1848.7375}, {\"age\": \"21\", \"support\": 79, \"avg_response\": 866.7594936708861}, {\"age\": \"63\", \"support\": 77, \"avg_response\": 2523.8571428571427}, {\"age\": \"64\", \"support\": 74, \"avg_response\": 2345.945945945946}, {\"age\": \"70\", \"support\": 67, \"avg_response\": 3395.194029850746}, {\"age\": \"66\", \"support\": 63, \"avg_response\": 1963.7936507936508}, {\"age\": \"65\", \"support\": 59, \"avg_response\": 2396.3898305084745}, {\"age\": \"71\", \"support\": 54, \"avg_response\": 3462.4074074074074}, {\"age\": \"67\", \"support\": 54, \"avg_response\": 2294.703703703704}, {\"age\": \"72\", \"support\": 52, \"avg_response\": 2541.0576923076924}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 35.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0b74efdfb5e8f75d94bce6f849273b90dbe2ad6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.113248+00:00", + "ended_at": "2026-05-04T07:37:07.153322+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6ef49dcdcdc3a88c", + "problem_id": "v2p_m8_2473549bb1c81b63", + "dataset_id": "m8", + "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=balance, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "balance", + "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_c\\m8\\sql\\v2q_m8_6ef49dcdcdc3a88c.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_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ef49dcdcdc3a88c/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_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecaab178e6ebdc055afe5c5a63155265d28c32de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9034, "bytes_utf8": 9034, "lines": 300, "estimated_tokens": 2520}} +{"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": 99}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7a7ed2520b6cf3af80d4d2ef145285c46c9e316 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6f54b58b75f6af39", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22726, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10365.03, + "sql_execution_elapsed_ms_total": 120.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6f54b58b75f6af39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32b1cb4d6879a617381d04be0284f64284bc5465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/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": "2026-05-04T07:01:47.495996+00:00", + "ended_at": "2026-05-04T07:01:57.860972+00:00", + "elapsed_ms": 10365.03, + "prompt_metrics": { + "chars": 9034, + "bytes_utf8": 9034, + "lines": 300, + "estimated_tokens": 2520 + }, + "stdout_metrics": { + "chars": 749, + "bytes_utf8": 749, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22611, + "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_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c35407ad3955e5fc436e3ea1e0e7c3a01cacd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=pdays, measure_col=previous.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "pdays", + "measure_col": "previous", + "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 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_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8ad9ae9940132680d02cdea5fbd5c390a891db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-0600-70a0-9695-59a8ac546b96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"pdays\\\",\\n AVG(CAST(\\\"previous\\\" AS REAL)) OVER (PARTITION BY \\\"pdays\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"pdays\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce3c924a89883e3bfec2e63c4f1dae8403617ff5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"pdays\",\n AVG(CAST(\"previous\" AS REAL)) OVER (PARTITION BY \"pdays\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"pdays\" and measure_col=\"previous\". Cast \"previous\" 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_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2b1ba01ff1819ef967e1518fd50fb28e0569951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:47.797918Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:50.099231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:57.157787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6406d21e37498169592e11e2ce71935c6d1d4d9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/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=pdays, measure_col=previous. +Result preview: [{"pdays": "776", "avg_measure": 55.0}, {"pdays": "778", "avg_measure": 41.0}, {"pdays": "46", "avg_measure": 21.0}, {"pdays": "262", "avg_measure": 13.423076923076923}, {"pdays": "530", "avg_measure": 12.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd01288b6b518bd1cacd93087d987fab063548c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6f54b58b75f6af39 +-- problem_id: v2p_m8_810cdfb441d41638 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "pdays", + AVG(CAST("previous" AS REAL)) OVER (PARTITION BY "pdays") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73724a1c4973e64d7317bb2588bdf289d4f7816f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/query_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 \"pdays\",\n AVG(CAST(\"previous\" AS REAL)) OVER (PARTITION BY \"pdays\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"pdays\\\",\\n AVG(CAST(\\\"previous\\\" AS REAL)) OVER (PARTITION BY \\\"pdays\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"pdays\", \"avg_measure\"], \"rows\": [{\"pdays\": \"776\", \"avg_measure\": 55.0}, {\"pdays\": \"778\", \"avg_measure\": 41.0}, {\"pdays\": \"46\", \"avg_measure\": 21.0}, {\"pdays\": \"262\", \"avg_measure\": 13.423076923076923}, {\"pdays\": \"530\", \"avg_measure\": 12.0}, {\"pdays\": \"808\", \"avg_measure\": 12.0}, {\"pdays\": \"47\", \"avg_measure\": 11.0}, {\"pdays\": \"774\", \"avg_measure\": 11.0}, {\"pdays\": \"455\", \"avg_measure\": 9.0}, {\"pdays\": \"158\", \"avg_measure\": 8.285714285714286}, {\"pdays\": \"424\", \"avg_measure\": 8.0}, {\"pdays\": \"69\", \"avg_measure\": 8.0}, {\"pdays\": \"237\", \"avg_measure\": 7.833333333333333}, {\"pdays\": \"235\", \"avg_measure\": 7.2}, {\"pdays\": \"229\", \"avg_measure\": 7.0}, {\"pdays\": \"25\", \"avg_measure\": 7.0}, {\"pdays\": \"376\", \"avg_measure\": 7.0}, {\"pdays\": \"445\", \"avg_measure\": 7.0}, {\"pdays\": \"528\", \"avg_measure\": 7.0}, {\"pdays\": \"558\", \"avg_measure\": 7.0}, {\"pdays\": \"656\", \"avg_measure\": 7.0}, {\"pdays\": \"779\", \"avg_measure\": 7.0}, {\"pdays\": \"43\", \"avg_measure\": 6.5}, {\"pdays\": \"555\", \"avg_measure\": 6.5}, {\"pdays\": \"224\", \"avg_measure\": 6.375}, {\"pdays\": \"223\", \"avg_measure\": 6.333333333333333}, {\"pdays\": \"459\", \"avg_measure\": 6.333333333333333}, {\"pdays\": \"288\", \"avg_measure\": 6.25}, {\"pdays\": \"256\", \"avg_measure\": 6.176470588235294}, {\"pdays\": \"284\", \"avg_measure\": 6.142857142857143}, {\"pdays\": \"248\", \"avg_measure\": 6.0}, {\"pdays\": \"292\", \"avg_measure\": 6.0}, {\"pdays\": \"3\", \"avg_measure\": 6.0}, {\"pdays\": \"411\", \"avg_measure\": 6.0}, {\"pdays\": \"489\", \"avg_measure\": 6.0}, {\"pdays\": \"585\", \"avg_measure\": 6.0}, {\"pdays\": \"594\", \"avg_measure\": 6.0}, {\"pdays\": \"683\", \"avg_measure\": 6.0}, {\"pdays\": \"701\", \"avg_measure\": 6.0}, {\"pdays\": \"222\", \"avg_measure\": 5.75}, {\"pdays\": \"296\", \"avg_measure\": 5.7272727272727275}, {\"pdays\": \"238\", \"avg_measure\": 5.6923076923076925}, {\"pdays\": \"13\", \"avg_measure\": 5.666666666666667}, {\"pdays\": \"53\", \"avg_measure\": 5.666666666666667}, {\"pdays\": \"315\", \"avg_measure\": 5.583333333333333}, {\"pdays\": \"113\", \"avg_measure\": 5.575757575757576}, {\"pdays\": \"436\", \"avg_measure\": 5.5}, {\"pdays\": \"52\", \"avg_measure\": 5.5}, {\"pdays\": \"353\", \"avg_measure\": 5.4}, {\"pdays\": \"331\", \"avg_measure\": 5.391304347826087}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 120.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..88177ab563f57f5742f3b7f202e8cb267aa2c6a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:01:47.488716+00:00", + "ended_at": "2026-05-04T07:01:58.016149+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6f54b58b75f6af39", + "problem_id": "v2p_m8_810cdfb441d41638", + "dataset_id": "m8", + "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=pdays, measure_col=previous.", + "bindings": { + "group_col": "pdays", + "measure_col": "previous", + "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 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_c\\m8\\sql\\v2q_m8_6f54b58b75f6af39.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6f54b58b75f6af39", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22726, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2619, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10365.03, + "sql_execution_elapsed_ms_total": 120.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6f54b58b75f6af39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..057a5666353bf5fe92a1e20ca1d34f72cae5307c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6f54b58b75f6af39/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:57.878676+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10365.03, "started_at": "2026-05-04T07:01:47.495996+00:00", "ended_at": "2026-05-04T07:01:57.860972+00:00", "prompt_metrics": {"chars": 9034, "bytes_utf8": 9034, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:01:47.797918Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:50.099231Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=previous, measure_col=balance.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "pdays", + "group_col_2": "previous", + "measure_col": "balance", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdc5345e0d1979fd19883fe6833c59e4794203f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-e689-7d93-a281-631ef1da6c0c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"previous\\\",\\n SUM(CAST(\\\"balance\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"pdays\\\", \\\"previous\\\"\\nORDER BY \\\"pdays\\\", \\\"previous\\\";\",\"notes\":\"Used the requested two-dimensional summary template with fixed bindings: group_col=\\\"pdays\\\", group_col_2=\\\"previous\\\", measure_col=\\\"balance\\\", and predicate on \\\"previous\\\". CAST was added for numeric aggregation/filtering because the schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":255}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6103efc647da796c6b5c3cfb4f750b5c0661a182 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"pdays\", \"previous\",\n SUM(CAST(\"balance\" AS REAL)) AS sum_measure,\n AVG(CAST(\"balance\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"pdays\", \"previous\"\nORDER BY \"pdays\", \"previous\";","notes":"Used the requested two-dimensional summary template with fixed bindings: group_col=\"pdays\", group_col_2=\"previous\", measure_col=\"balance\", and predicate on \"previous\". CAST was added for numeric aggregation/filtering because the schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e840b88f54985247fb261285ea5bf79ff47eb7ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:13.759984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:16.233080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:26.119387Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3311167b34a6d5614bac4f77aa01a1fc24df6a84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=previous, measure_col=balance. +Result preview: [{"pdays": "-1", "previous": "0", "sum_measure": 48734523.0, "avg_measure": 1318.7888455918169, "support": 36954}, {"pdays": "1", "previous": "1", "sum_measure": 2879.0, "avg_measure": 575.8, "support": 5}, {"pdays": "1", "previous": "2", "sum_measure": 372.0, "avg_measure": 372.0, "support": 1}, {"pdays": "1", "previous": "3", "sum_measure": 84.0, "avg_measure": 42.0, "support": 2}, {"pdays": "1", "previous": "5", "sum_measure": 1026.0, "avg_measure": 1026.0, "support": 1}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa3eba5021f8b6f282744064c6c05c5b40d046e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_6ff5cd0a665117ac +-- problem_id: v2p_m8_7a4b937d430ab612 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "previous", + SUM(CAST("balance" AS REAL)) AS sum_measure, + AVG(CAST("balance" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "pdays", "previous" +ORDER BY "pdays", "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42a80f004c9c710cb471627b126e8562b451bf05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/query_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_two_dimensional_summary\nSELECT \"pdays\", \"previous\",\n SUM(CAST(\"balance\" AS REAL)) AS sum_measure,\n AVG(CAST(\"balance\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"previous\" AS REAL) >= 0.0\nGROUP BY \"pdays\", \"previous\"\nORDER BY \"pdays\", \"previous\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"previous\\\",\\n SUM(CAST(\\\"balance\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"previous\\\" AS REAL) >= 0.0\\nGROUP BY \\\"pdays\\\", \\\"previous\\\"\\nORDER BY \\\"pdays\\\", \\\"previous\\\";\", \"columns\": [\"pdays\", \"previous\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"previous\": \"0\", \"sum_measure\": 48734523.0, \"avg_measure\": 1318.7888455918169, \"support\": 36954}, {\"pdays\": \"1\", \"previous\": \"1\", \"sum_measure\": 2879.0, \"avg_measure\": 575.8, \"support\": 5}, {\"pdays\": \"1\", \"previous\": \"2\", \"sum_measure\": 372.0, \"avg_measure\": 372.0, \"support\": 1}, {\"pdays\": \"1\", \"previous\": \"3\", \"sum_measure\": 84.0, \"avg_measure\": 42.0, \"support\": 2}, {\"pdays\": \"1\", \"previous\": \"5\", \"sum_measure\": 1026.0, \"avg_measure\": 1026.0, \"support\": 1}, {\"pdays\": \"1\", \"previous\": \"6\", \"sum_measure\": 816.0, \"avg_measure\": 408.0, \"support\": 2}, {\"pdays\": \"1\", \"previous\": \"7\", \"sum_measure\": 2934.0, \"avg_measure\": 978.0, \"support\": 3}, {\"pdays\": \"1\", \"previous\": \"8\", \"sum_measure\": 569.0, \"avg_measure\": 569.0, \"support\": 1}, {\"pdays\": \"10\", \"previous\": \"1\", \"sum_measure\": 8337.0, \"avg_measure\": 2779.0, \"support\": 3}, {\"pdays\": \"10\", \"previous\": \"10\", \"sum_measure\": 182.0, \"avg_measure\": 182.0, \"support\": 1}, {\"pdays\": \"10\", \"previous\": \"6\", \"sum_measure\": 1543.0, \"avg_measure\": 1543.0, \"support\": 1}, {\"pdays\": \"10\", \"previous\": \"7\", \"sum_measure\": 109.0, \"avg_measure\": 109.0, \"support\": 1}, {\"pdays\": \"100\", \"previous\": \"1\", \"sum_measure\": 31540.0, \"avg_measure\": 5256.666666666667, \"support\": 6}, {\"pdays\": \"100\", \"previous\": \"10\", \"sum_measure\": 6843.0, \"avg_measure\": 6843.0, \"support\": 1}, {\"pdays\": \"100\", \"previous\": \"2\", \"sum_measure\": 22231.0, \"avg_measure\": 2470.1111111111113, \"support\": 9}, {\"pdays\": \"100\", \"previous\": \"3\", \"sum_measure\": 5876.0, \"avg_measure\": 1958.6666666666667, \"support\": 3}, {\"pdays\": \"100\", \"previous\": \"4\", \"sum_measure\": 18911.0, \"avg_measure\": 4727.75, \"support\": 4}, {\"pdays\": \"100\", \"previous\": \"5\", \"sum_measure\": 3567.0, \"avg_measure\": 1189.0, \"support\": 3}, {\"pdays\": \"100\", \"previous\": \"6\", \"sum_measure\": 11911.0, \"avg_measure\": 2977.75, \"support\": 4}, {\"pdays\": \"101\", \"previous\": \"1\", \"sum_measure\": 34417.0, \"avg_measure\": 3128.818181818182, \"support\": 11}, {\"pdays\": \"101\", \"previous\": \"11\", \"sum_measure\": 1770.0, \"avg_measure\": 1770.0, \"support\": 1}, {\"pdays\": \"101\", \"previous\": \"2\", \"sum_measure\": 24900.0, \"avg_measure\": 4150.0, \"support\": 6}, {\"pdays\": \"101\", \"previous\": \"3\", \"sum_measure\": 14084.0, \"avg_measure\": 2816.8, \"support\": 5}, {\"pdays\": \"101\", \"previous\": \"4\", \"sum_measure\": 1673.0, \"avg_measure\": 418.25, \"support\": 4}, {\"pdays\": \"101\", \"previous\": \"5\", \"sum_measure\": 9749.0, \"avg_measure\": 4874.5, \"support\": 2}, {\"pdays\": \"101\", \"previous\": \"6\", \"sum_measure\": 874.0, \"avg_measure\": 874.0, \"support\": 1}, {\"pdays\": \"102\", \"previous\": \"1\", \"sum_measure\": 21177.0, \"avg_measure\": 2353.0, \"support\": 9}, {\"pdays\": \"102\", \"previous\": \"2\", \"sum_measure\": 7939.0, \"avg_measure\": 661.5833333333334, \"support\": 12}, {\"pdays\": \"102\", \"previous\": \"3\", \"sum_measure\": 12034.0, \"avg_measure\": 3008.5, \"support\": 4}, {\"pdays\": \"102\", \"previous\": \"4\", \"sum_measure\": 1619.0, \"avg_measure\": 539.6666666666666, \"support\": 3}, {\"pdays\": \"102\", \"previous\": \"5\", \"sum_measure\": 13854.0, \"avg_measure\": 3463.5, \"support\": 4}, {\"pdays\": \"102\", \"previous\": \"6\", \"sum_measure\": 9530.0, \"avg_measure\": 4765.0, \"support\": 2}, {\"pdays\": \"102\", \"previous\": \"8\", \"sum_measure\": 5108.0, \"avg_measure\": 5108.0, \"support\": 1}, {\"pdays\": \"103\", \"previous\": \"1\", \"sum_measure\": 14984.0, \"avg_measure\": 1664.888888888889, \"support\": 9}, {\"pdays\": \"103\", \"previous\": \"2\", \"sum_measure\": 7199.0, \"avg_measure\": 1028.4285714285713, \"support\": 7}, {\"pdays\": \"103\", \"previous\": \"3\", \"sum_measure\": 1011.0, \"avg_measure\": 505.5, \"support\": 2}, {\"pdays\": \"103\", \"previous\": \"4\", \"sum_measure\": 17120.0, \"avg_measure\": 5706.666666666667, \"support\": 3}, {\"pdays\": \"103\", \"previous\": \"5\", \"sum_measure\": 1872.0, \"avg_measure\": 1872.0, \"support\": 1}, {\"pdays\": \"103\", \"previous\": \"7\", \"sum_measure\": 1841.0, \"avg_measure\": 920.5, \"support\": 2}, {\"pdays\": \"104\", \"previous\": \"1\", \"sum_measure\": 49131.0, \"avg_measure\": 2890.0588235294117, \"support\": 17}, {\"pdays\": \"104\", \"previous\": \"2\", \"sum_measure\": 21818.0, \"avg_measure\": 1363.625, \"support\": 16}, {\"pdays\": \"104\", \"previous\": \"3\", \"sum_measure\": 6710.0, \"avg_measure\": 958.5714285714286, \"support\": 7}, {\"pdays\": \"104\", \"previous\": \"4\", \"sum_measure\": 11478.0, \"avg_measure\": 3826.0, \"support\": 3}, {\"pdays\": \"104\", \"previous\": \"5\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 1}, {\"pdays\": \"104\", \"previous\": \"7\", \"sum_measure\": 980.0, \"avg_measure\": 980.0, \"support\": 1}, {\"pdays\": \"105\", \"previous\": \"1\", \"sum_measure\": 22040.0, \"avg_measure\": 1377.5, \"support\": 16}, {\"pdays\": \"105\", \"previous\": \"10\", \"sum_measure\": 1228.0, \"avg_measure\": 1228.0, \"support\": 1}, {\"pdays\": \"105\", \"previous\": \"2\", \"sum_measure\": 19399.0, \"avg_measure\": 1616.5833333333333, \"support\": 12}, {\"pdays\": \"105\", \"previous\": \"3\", \"sum_measure\": 13610.0, \"avg_measure\": 2268.3333333333335, \"support\": 6}, {\"pdays\": \"105\", \"previous\": \"4\", \"sum_measure\": 838.0, \"avg_measure\": 419.0, \"support\": 2}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 43.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9aed49edc79488d389b82b4ae04b2b7209b07eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:20:13.565156+00:00", + "ended_at": "2026-05-04T07:20:27.160201+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_6ff5cd0a665117ac", + "problem_id": "v2p_m8_7a4b937d430ab612", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=previous, measure_col=balance.", + "bindings": { + "group_col": "pdays", + "group_col_2": "previous", + "measure_col": "balance", + "predicate_col": "previous", + "predicate_op": ">=", + "predicate_value": 0.0, + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "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_c\\m8\\sql\\v2q_m8_6ff5cd0a665117ac.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6ff5cd0a665117ac", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 255, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 157, + "estimated_total_tokens": 2839, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13517.35, + "sql_execution_elapsed_ms_total": 43.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6ff5cd0a665117ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e02883ca90e6474b50a8e23248a78a2f5ed6d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:27.109447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13517.35, "started_at": "2026-05-04T07:20:13.573131+00:00", "ended_at": "2026-05-04T07:20:27.090664+00:00", "prompt_metrics": {"chars": 9538, "bytes_utf8": 9538, "lines": 306, "estimated_tokens": 2682}, "response_metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": 157}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 255}, "stderr_preview": "2026-05-04T07:20:13.759984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:16.233080Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"pdays\\\", \\\"previous\\\"\\nORDER BY \\\"pdays\\\", \\\"previous\\\";\",\"notes\":\"Used the requested two-dimensional summary template with fixed bindings: group_col=\\\"pdays\\\", group_col_2=\\\"previous\\\", measure_col=\\\"balance\\\", and predicate on \\\"previous\\\". CAST was added for numeric aggregation/filtering because the schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7eb7420a58d807ab91543446cdcdee4733b147dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_6ff5cd0a665117ac/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_6ff5cd0a665117ac", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 255, + "total_tokens": 23026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 157, + "estimated_total_tokens": 2839, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13517.35, + "sql_execution_elapsed_ms_total": 43.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_6ff5cd0a665117ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aacf452aa468466a4ca9b487bf17b4023363b35b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"duration": "124", "support": 188, "avg_response": 41.441489361702125}, {"duration": "90", "support": 184, "avg_response": 41.483695652173914}, {"duration": "89", "support": 177, "avg_response": 41.7909604519774}, {"duration": "122", "support": 175, "avg_response": 42.25142857142857}, {"duration": "114", "support": 175, "avg_response": 41.04571428571428}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65a08f127774169f4c5beeaa1ca9d1a6d619cf84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_706c2cc102c6ed41 +-- problem_id: v2p_m8_4fa8c99372820aed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b39d940a5edc7ad17df113535e83bfb7826a3828 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/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_c\n-- sql_source_dataset_id: m8\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_m8_706c2cc102c6ed41\n-- problem_id: v2p_m8_4fa8c99372820aed\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"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_c\\n-- sql_source_dataset_id: m8\\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_m8_706c2cc102c6ed41\\n-- problem_id: v2p_m8_4fa8c99372820aed\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"124\", \"support\": 188, \"avg_response\": 41.441489361702125}, {\"duration\": \"90\", \"support\": 184, \"avg_response\": 41.483695652173914}, {\"duration\": \"89\", \"support\": 177, \"avg_response\": 41.7909604519774}, {\"duration\": \"122\", \"support\": 175, \"avg_response\": 42.25142857142857}, {\"duration\": \"114\", \"support\": 175, \"avg_response\": 41.04571428571428}, {\"duration\": \"104\", \"support\": 175, \"avg_response\": 40.97714285714286}, {\"duration\": \"139\", \"support\": 174, \"avg_response\": 42.18390804597701}, {\"duration\": \"112\", \"support\": 174, \"avg_response\": 41.86206896551724}, {\"duration\": \"136\", \"support\": 174, \"avg_response\": 40.64367816091954}, {\"duration\": \"121\", \"support\": 173, \"avg_response\": 40.73988439306358}, {\"duration\": \"88\", \"support\": 170, \"avg_response\": 41.705882352941174}, {\"duration\": \"91\", \"support\": 170, \"avg_response\": 41.64705882352941}, {\"duration\": \"119\", \"support\": 170, \"avg_response\": 40.81764705882353}, {\"duration\": \"103\", \"support\": 169, \"avg_response\": 41.63905325443787}, {\"duration\": \"92\", \"support\": 168, \"avg_response\": 42.92261904761905}, {\"duration\": \"97\", \"support\": 168, \"avg_response\": 42.86904761904762}, {\"duration\": \"123\", \"support\": 168, \"avg_response\": 41.392857142857146}, {\"duration\": \"113\", \"support\": 166, \"avg_response\": 42.2289156626506}, {\"duration\": \"73\", \"support\": 166, \"avg_response\": 42.126506024096386}, {\"duration\": \"85\", \"support\": 166, \"avg_response\": 41.463855421686745}, {\"duration\": \"81\", \"support\": 166, \"avg_response\": 41.12048192771084}, {\"duration\": \"111\", \"support\": 166, \"avg_response\": 40.68674698795181}, {\"duration\": \"82\", \"support\": 165, \"avg_response\": 42.30909090909091}, {\"duration\": \"106\", \"support\": 165, \"avg_response\": 41.71515151515152}, {\"duration\": \"108\", \"support\": 165, \"avg_response\": 40.97575757575758}, {\"duration\": \"125\", \"support\": 165, \"avg_response\": 40.806060606060605}, {\"duration\": \"80\", \"support\": 164, \"avg_response\": 42.140243902439025}, {\"duration\": \"126\", \"support\": 163, \"avg_response\": 41.09815950920245}, {\"duration\": \"87\", \"support\": 163, \"avg_response\": 40.938650306748464}, {\"duration\": \"101\", \"support\": 163, \"avg_response\": 39.57055214723926}, {\"duration\": \"71\", \"support\": 162, \"avg_response\": 42.23456790123457}, {\"duration\": \"98\", \"support\": 162, \"avg_response\": 41.074074074074076}, {\"duration\": \"150\", \"support\": 161, \"avg_response\": 41.850931677018636}, {\"duration\": \"110\", \"support\": 161, \"avg_response\": 41.72049689440994}, {\"duration\": \"72\", \"support\": 161, \"avg_response\": 40.08074534161491}, {\"duration\": \"135\", \"support\": 160, \"avg_response\": 41.65625}, {\"duration\": \"102\", \"support\": 160, \"avg_response\": 41.275}, {\"duration\": \"76\", \"support\": 160, \"avg_response\": 40.41875}, {\"duration\": \"166\", \"support\": 159, \"avg_response\": 40.9496855345912}, {\"duration\": \"100\", \"support\": 159, \"avg_response\": 40.534591194968556}, {\"duration\": \"151\", \"support\": 157, \"avg_response\": 42.254777070063696}, {\"duration\": \"157\", \"support\": 157, \"avg_response\": 41.98089171974522}, {\"duration\": \"109\", \"support\": 156, \"avg_response\": 40.94871794871795}, {\"duration\": \"158\", \"support\": 156, \"avg_response\": 40.57692307692308}, {\"duration\": \"95\", \"support\": 156, \"avg_response\": 40.47435897435897}, {\"duration\": \"67\", \"support\": 155, \"avg_response\": 42.30967741935484}, {\"duration\": \"96\", \"support\": 155, \"avg_response\": 41.58709677419355}, {\"duration\": \"77\", \"support\": 155, \"avg_response\": 41.303225806451614}, {\"duration\": \"93\", \"support\": 155, \"avg_response\": 40.39354838709677}, {\"duration\": \"128\", \"support\": 154, \"avg_response\": 42.298701298701296}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 38.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc48ef6d41c50d7b8f34791be0bbefc16b0f0e8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.558525+00:00", + "ended_at": "2026-05-04T07:37:07.602575+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_706c2cc102c6ed41", + "problem_id": "v2p_m8_4fa8c99372820aed", + "dataset_id": "m8", + "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=age, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "age", + "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_c\\m8\\sql\\v2q_m8_706c2cc102c6ed41.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_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_706c2cc102c6ed41/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_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8312fb86fc820f343ddf155307b8c3e767e1e721 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9235, "bytes_utf8": 9235, "lines": 303, "estimated_tokens": 2609}} +{"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": 120}, "usage": {"input_tokens": 22700, "cached_input_tokens": 19840, "output_tokens": 136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bff20731ba53a9cdac582abcf07af3fab9c3e15a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7464dcff5557725b", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15065.74, + "sql_execution_elapsed_ms_total": 109.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7464dcff5557725b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14df2cfdf54f8f3cc0fcffb359819e057f3b3b74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/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": "2026-05-04T06:50:08.317938+00:00", + "ended_at": "2026-05-04T06:50:23.383555+00:00", + "elapsed_ms": 15065.74, + "prompt_metrics": { + "chars": 9235, + "bytes_utf8": 9235, + "lines": 303, + "estimated_tokens": 2609 + }, + "stdout_metrics": { + "chars": 779, + "bytes_utf8": 779, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13149 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22700, + "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_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..134ef9c5aa6de3023419597ec4d176173aaba112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=job, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "job", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa854af171f425c736fd31fd6446427c031e04a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-5af4-7e40-b5fd-7ecd233a4e3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"job\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"job\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"age\\\", group_col_2=\\\"job\\\", target_col=\\\"y\\\", and target_value='no'. Identifiers are double-quoted and SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04fa10f644a84125730e47a470abc5b29db5b2e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"job\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"job\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"age\", group_col_2=\"job\", target_col=\"y\", and target_value='no'. Identifiers are double-quoted and SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4096a85fc6f3a125d8849a59b19962b6defd26b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:08.554342Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:10.995122Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:22.540082Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..519faa68a81e2aa7e677a72e9217586b962c637a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=job, target_col=y. +Result preview: [{"age": "20", "job": "admin.", "target_rate": 1.0}, {"age": "20", "job": "services", "target_rate": 1.0}, {"age": "21", "job": "management", "target_rate": 1.0}, {"age": "21", "job": "services", "target_rate": 1.0}, {"age": "21", "job": "unemployed", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9b95a58d2d414ba4c0004d5326d65aab50fc6ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_7464dcff5557725b +-- problem_id: v2p_m8_11c69b08a4c04412 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "job", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "job" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3d7cd2be2d1eb5556802ca176a7d8887e07c4f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/query_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_two_dim_target_rate\nSELECT \"age\", \"job\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"job\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"job\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"job\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"job\", \"target_rate\"], \"rows\": [{\"age\": \"20\", \"job\": \"admin.\", \"target_rate\": 1.0}, {\"age\": \"20\", \"job\": \"services\", \"target_rate\": 1.0}, {\"age\": \"21\", \"job\": \"management\", \"target_rate\": 1.0}, {\"age\": \"21\", \"job\": \"services\", \"target_rate\": 1.0}, {\"age\": \"21\", \"job\": \"unemployed\", \"target_rate\": 1.0}, {\"age\": \"24\", \"job\": \"entrepreneur\", \"target_rate\": 1.0}, {\"age\": \"24\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"25\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"25\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"25\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"26\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"26\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"26\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"27\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"28\", \"job\": \"entrepreneur\", \"target_rate\": 1.0}, {\"age\": \"29\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"30\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"30\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"32\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"32\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"33\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"35\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"35\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"36\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"36\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"37\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"38\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"39\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"39\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"40\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"40\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"41\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"42\", \"job\": \"housemaid\", \"target_rate\": 1.0}, {\"age\": \"42\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"42\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"43\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"44\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"44\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"44\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"45\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"46\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"46\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"47\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"48\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"48\", \"job\": \"student\", \"target_rate\": 1.0}, {\"age\": \"49\", \"job\": \"retired\", \"target_rate\": 1.0}, {\"age\": \"49\", \"job\": \"self-employed\", \"target_rate\": 1.0}, {\"age\": \"51\", \"job\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"53\", \"job\": \"self-employed\", \"target_rate\": 1.0}, {\"age\": \"55\", \"job\": \"self-employed\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 109.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d13aa1a7d3c810ff860caaf692b957e5d2ca0305 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:50:08.312923+00:00", + "ended_at": "2026-05-04T06:50:23.931130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7464dcff5557725b", + "problem_id": "v2p_m8_11c69b08a4c04412", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=age, group_col_2=job, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "job", + "target_col": "y", + "target_value": "no", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_7464dcff5557725b.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7464dcff5557725b", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15065.74, + "sql_execution_elapsed_ms_total": 109.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7464dcff5557725b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..029710e5dd188be0be20f26b64807a22cc119f0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7464dcff5557725b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:23.816094+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15065.74, "started_at": "2026-05-04T06:50:08.317938+00:00", "ended_at": "2026-05-04T06:50:23.383555+00:00", "prompt_metrics": {"chars": 9235, "bytes_utf8": 9235, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22700, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T06:50:08.554342Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:10.995122Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "marital", + "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}, 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_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f30c57de8d3008817ddff4cb0fb62447d2e3887f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-afe0-7452-a3c8-cee7dea6db68"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned grouped-count template with group_col bound to \\\"marital\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22577,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83465137d1ff48a28994eb04b27a2d3f1d931add --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"marital\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY row_count DESC;","notes":"Uses the planned grouped-count template with group_col bound to \"marital\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98a3a2bdfc972c001bc817822132fa9f745dcc84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:09.962063Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:12.262871Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:19.302178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f596086cb9849ef840216be91ef082aa3539f73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/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=marital. +Result preview: [{"marital": "married", "row_count": 27214}, {"marital": "single", "row_count": 12790}, {"marital": "divorced", "row_count": 5207}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a37a32d454c328b69a5c03cc444e0bf05955a2c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7482c326faf2be4c +-- problem_id: v2p_m8_fa53ae10099dff0c +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS row_count +FROM "m8" +GROUP BY "marital" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81599bbfe008c1ecd69486d90107bf0a75f91e09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/query_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 \"marital\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"marital\", \"row_count\"], \"rows\": [{\"marital\": \"married\", \"row_count\": 27214}, {\"marital\": \"single\", \"row_count\": 12790}, {\"marital\": \"divorced\", \"row_count\": 5207}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d05a1d3394bc8ac9c08388a1170b41dec77054c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:10:09.751750+00:00", + "ended_at": "2026-05-04T07:10:19.825366+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7482c326faf2be4c", + "problem_id": "v2p_m8_fa53ae10099dff0c", + "dataset_id": "m8", + "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=marital.", + "bindings": { + "group_col": "marital", + "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" + ], + "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=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "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_c\\m8\\sql\\v2q_m8_7482c326faf2be4c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7482c326faf2be4c", + "api_calls": 0, + "input_tokens": 22577, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2486, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2557, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10003.64, + "sql_execution_elapsed_ms_total": 23.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7482c326faf2be4c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04e33a09df2b9d7c8c4e0b5328a34e9043ce2057 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7482c326faf2be4c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:19.780343+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10003.64, "started_at": "2026-05-04T07:10:09.758770+00:00", "ended_at": "2026-05-04T07:10:19.762836+00:00", "prompt_metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 298, "estimated_tokens": 2486}, "response_metrics": {"chars": 270, "bytes_utf8": 270, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22577, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:10:09.962063Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:12.262871Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=education.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "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\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_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..489a032544c32d7deecd7329ad37e83ab4370131 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-855b-71d2-96f8-0ae5f1a65dc9"} +{"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 \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"marital\\\", group_col_2=\\\"education\\\", and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b77cdfcd3f84e3f6c77f8ece2dc2c8763352b81f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"education\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY support ASC, \"marital\", \"education\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"marital\", group_col_2=\"education\", and top_k=17. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1f6299ad74e239a46a5eccfa3b2b480f0cbe19e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:35:06.431263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:08.896338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:16.682553Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..849d1d8200b025683b7d0a30c71d3e04cadcbdbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/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=marital, group_col_2=education. +Result preview: [{"marital": "divorced", "education": "unknown", "support": 169}, {"marital": "single", "education": "unknown", "support": 528}, {"marital": "divorced", "education": "primary", "support": 752}, {"marital": "single", "education": "primary", "support": 853}, {"marital": "married", "education": "unknown", "support": 1160}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbd833c648219fc56ae0d9de4ff80afa808ad29b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_795d6b71078effb9 +-- problem_id: v2p_m8_9f078fd43cb8238d +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "education" +ORDER BY support ASC, "marital", "education" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7f03faec0e741ec01ac932b61e6cad94222f4b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/query_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 \"marital\",\n \"education\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"education\"\nORDER BY support ASC, \"marital\", \"education\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"education\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"education\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"education\\\"\\nLIMIT 17;\", \"columns\": [\"marital\", \"education\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"education\": \"unknown\", \"support\": 169}, {\"marital\": \"single\", \"education\": \"unknown\", \"support\": 528}, {\"marital\": \"divorced\", \"education\": \"primary\", \"support\": 752}, {\"marital\": \"single\", \"education\": \"primary\", \"support\": 853}, {\"marital\": \"married\", \"education\": \"unknown\", \"support\": 1160}, {\"marital\": \"divorced\", \"education\": \"tertiary\", \"support\": 1471}, {\"marital\": \"divorced\", \"education\": \"secondary\", \"support\": 2815}, {\"marital\": \"single\", \"education\": \"tertiary\", \"support\": 4792}, {\"marital\": \"married\", \"education\": \"primary\", \"support\": 5246}, {\"marital\": \"single\", \"education\": \"secondary\", \"support\": 6617}, {\"marital\": \"married\", \"education\": \"tertiary\", \"support\": 7038}, {\"marital\": \"married\", \"education\": \"secondary\", \"support\": 13770}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 78.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..401a196e2ee1bcefdea198c121f462b57ba544c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:35:06.172279+00:00", + "ended_at": "2026-05-04T07:35:17.898640+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_795d6b71078effb9", + "problem_id": "v2p_m8_9f078fd43cb8238d", + "dataset_id": "m8", + "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=marital, group_col_2=education.", + "bindings": { + "group_col": "marital", + "group_col_2": "education", + "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" + ], + "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_c\\m8\\sql\\v2q_m8_795d6b71078effb9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_795d6b71078effb9", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22806, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2701, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11615.94, + "sql_execution_elapsed_ms_total": 78.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_795d6b71078effb9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dabe58d4618f6ff3050ea227d0dcd63eb2220154 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_795d6b71078effb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:17.809949+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11615.94, "started_at": "2026-05-04T07:35:06.180287+00:00", "ended_at": "2026-05-04T07:35:17.796634+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:35:06.431263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:08.896338Z 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_c/m8/artifacts/v2q_m8_7981e9857c17596c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48ef48c782cc2f5c7bd23457409525fa9cabc770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/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_c\n-- sql_source_dataset_id: m8\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_m8_7981e9857c17596c\n-- problem_id: v2p_m8_4d19610d1e8b140f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"age\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_7981e9857c17596c\\n-- problem_id: v2p_m8_4d19610d1e8b140f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"32\", \"support\": 2085, \"avg_response\": 16.411510791366908}, {\"age\": \"31\", \"support\": 1996, \"avg_response\": 16.137274549098198}, {\"age\": \"33\", \"support\": 1972, \"avg_response\": 15.989858012170385}, {\"age\": \"34\", \"support\": 1930, \"avg_response\": 15.955958549222798}, {\"age\": \"35\", \"support\": 1894, \"avg_response\": 15.895459345300951}, {\"age\": \"36\", \"support\": 1806, \"avg_response\": 15.873200442967885}, {\"age\": \"30\", \"support\": 1757, \"avg_response\": 16.219123505976096}, {\"age\": \"37\", \"support\": 1696, \"avg_response\": 15.400943396226415}, {\"age\": \"39\", \"support\": 1487, \"avg_response\": 15.536650975117686}, {\"age\": \"38\", \"support\": 1466, \"avg_response\": 15.38949522510232}, {\"age\": \"40\", \"support\": 1355, \"avg_response\": 15.416236162361624}, {\"age\": \"41\", \"support\": 1291, \"avg_response\": 15.486444616576298}, {\"age\": \"42\", \"support\": 1242, \"avg_response\": 15.940418679549115}, {\"age\": \"45\", \"support\": 1216, \"avg_response\": 16.04769736842105}, {\"age\": \"29\", \"support\": 1185, \"avg_response\": 15.189029535864979}, {\"age\": \"46\", \"support\": 1175, \"avg_response\": 15.72936170212766}, {\"age\": \"43\", \"support\": 1161, \"avg_response\": 15.608096468561586}, {\"age\": \"44\", \"support\": 1136, \"avg_response\": 15.837147887323944}, {\"age\": \"47\", \"support\": 1088, \"avg_response\": 16.027573529411764}, {\"age\": \"28\", \"support\": 1038, \"avg_response\": 15.746628131021195}, {\"age\": \"48\", \"support\": 997, \"avg_response\": 15.497492477432298}, {\"age\": \"49\", \"support\": 994, \"avg_response\": 16.138832997987926}, {\"age\": \"50\", \"support\": 939, \"avg_response\": 15.812566560170394}, {\"age\": \"51\", \"support\": 936, \"avg_response\": 16.332264957264957}, {\"age\": \"52\", \"support\": 911, \"avg_response\": 16.07244785949506}, {\"age\": \"27\", \"support\": 909, \"avg_response\": 15.882288228822881}, {\"age\": \"53\", \"support\": 891, \"avg_response\": 16.135802469135804}, {\"age\": \"57\", \"support\": 828, \"avg_response\": 15.531400966183575}, {\"age\": \"54\", \"support\": 811, \"avg_response\": 15.99260172626387}, {\"age\": \"55\", \"support\": 806, \"avg_response\": 16.037220843672458}, {\"age\": \"26\", \"support\": 805, \"avg_response\": 16.212422360248446}, {\"age\": \"56\", \"support\": 778, \"avg_response\": 16.02313624678663}, {\"age\": \"59\", \"support\": 770, \"avg_response\": 15.78051948051948}, {\"age\": \"58\", \"support\": 740, \"avg_response\": 15.985135135135135}, {\"age\": \"60\", \"support\": 596, \"avg_response\": 14.991610738255034}, {\"age\": \"25\", \"support\": 527, \"avg_response\": 15.776091081593927}, {\"age\": \"24\", \"support\": 302, \"avg_response\": 15.334437086092715}, {\"age\": \"23\", \"support\": 202, \"avg_response\": 15.415841584158416}, {\"age\": \"61\", \"support\": 147, \"avg_response\": 15.476190476190476}, {\"age\": \"22\", \"support\": 129, \"avg_response\": 14.682170542635658}, {\"age\": \"62\", \"support\": 80, \"avg_response\": 13.775}, {\"age\": \"21\", \"support\": 79, \"avg_response\": 14.79746835443038}, {\"age\": \"63\", \"support\": 77, \"avg_response\": 13.909090909090908}, {\"age\": \"64\", \"support\": 74, \"avg_response\": 15.675675675675675}, {\"age\": \"70\", \"support\": 67, \"avg_response\": 14.955223880597014}, {\"age\": \"66\", \"support\": 63, \"avg_response\": 15.222222222222221}, {\"age\": \"65\", \"support\": 59, \"avg_response\": 11.23728813559322}, {\"age\": \"71\", \"support\": 54, \"avg_response\": 15.296296296296296}, {\"age\": \"67\", \"support\": 54, \"avg_response\": 13.185185185185185}, {\"age\": \"72\", \"support\": 52, \"avg_response\": 14.788461538461538}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 35.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75f9dd420dc318d2a4d826b99005e5f6b66ee457 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.156141+00:00", + "ended_at": "2026-05-04T07:37:07.196511+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7981e9857c17596c", + "problem_id": "v2p_m8_4d19610d1e8b140f", + "dataset_id": "m8", + "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=day, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "day", + "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_c\\m8\\sql\\v2q_m8_7981e9857c17596c.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_c/m8/artifacts/v2q_m8_7981e9857c17596c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7981e9857c17596c/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_c/m8/artifacts/v2q_m8_7b16b6821b98334e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..770855cd6c83c25d2722c6e35ac9281c6ab1097a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "unknown", "support": 36959, "support_share": 0.8174780473778506, "support_rank": 1}, {"value_label": "failure", "support": 4901, "support_share": 0.10840282232200128, "support_rank": 2}, {"value_label": "other", "support": 1840, "support_share": 0.040698060206586895, "support_rank": 3}, {"value_label": "success", "support": 1511, "support_share": 0.0334210700935613, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..45a417dec97a65129b3885e2b4e40845ec363732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7b16b6821b98334e +-- problem_id: v2p_m8_cb3813670e7b39e6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "poutcome" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "poutcome" +) +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_c/m8/artifacts/v2q_m8_7b16b6821b98334e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a15fa417dfa4e0c403b79f2afeabbbf95fe9817 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/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_c\n-- sql_source_dataset_id: m8\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_m8_7b16b6821b98334e\n-- problem_id: v2p_m8_cb3813670e7b39e6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"poutcome\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"poutcome\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_7b16b6821b98334e\\n-- problem_id: v2p_m8_cb3813670e7b39e6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"poutcome\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"poutcome\\\"\\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\": \"unknown\", \"support\": 36959, \"support_share\": 0.8174780473778506, \"support_rank\": 1}, {\"value_label\": \"failure\", \"support\": 4901, \"support_share\": 0.10840282232200128, \"support_rank\": 2}, {\"value_label\": \"other\", \"support\": 1840, \"support_share\": 0.040698060206586895, \"support_rank\": 3}, {\"value_label\": \"success\", \"support\": 1511, \"support_share\": 0.0334210700935613, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea71ed9eec5bf29f0a668b4163ccad150e003dc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.049645+00:00", + "ended_at": "2026-05-04T07:37:07.079970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7b16b6821b98334e", + "problem_id": "v2p_m8_cb3813670e7b39e6", + "dataset_id": "m8", + "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=poutcome.", + "bindings": { + "group_col": "poutcome" + }, + "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=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_c\\m8\\sql\\v2q_m8_7b16b6821b98334e.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_c/m8/artifacts/v2q_m8_7b16b6821b98334e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b16b6821b98334e/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_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da435611b518b6a6433e815b624c7fe830915a04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9273, "bytes_utf8": 9273, "lines": 301, "estimated_tokens": 2623}} +{"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": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3693ef8f30de116fce2b6bcc265bcfe88094bc09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b4a19410eef1cd9", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.82, + "sql_execution_elapsed_ms_total": 41.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7b4a19410eef1cd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d81e129440abfd5dee952e0aadda04a37c384e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/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": "2026-05-04T07:30:49.731650+00:00", + "ended_at": "2026-05-04T07:31:01.503455+00:00", + "elapsed_ms": 11771.82, + "prompt_metrics": { + "chars": 9273, + "bytes_utf8": 9273, + "lines": 301, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22712, + "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_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84dc7553d59345ed8f09b63e5875b3a93452bfd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=job, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "job", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..572028d0238ebb4377715f419d35d9d87c16306d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-9b80-71f2-85d2-4cb196e40c05"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"job\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"job\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2474f9a178d8522dc8d699c326f03be1240e9f06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"job\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"job\", target_col=\"y\", target_value='yes', min_support=5, 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_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef0559f509aa96cc3d2cdeab186c9fc0078c8b75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:49.910267Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:52.204689Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:00.528805Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbcb71aae532a8fefefd654961c8f2b3191e4aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=job, target_col=y. +Result preview: [{"job": "student", "support": 938, "focus_rate": 0.2867803837953092}, {"job": "retired", "support": 2264, "focus_rate": 0.22791519434628976}, {"job": "unemployed", "support": 1303, "focus_rate": 0.15502686108979277}, {"job": "management", "support": 9458, "focus_rate": 0.13755550856417847}, {"job": "admin.", "support": 5171, "focus_rate": 0.12202668729452718}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f7687b7bb5a612f37696dc6207db0e88f57bf2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_7b4a19410eef1cd9 +-- problem_id: v2p_m8_06facaf18f32acd7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "job", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cecf79d2f45e8381c3e3d888fb4b458733171da5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/query_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_target_rate_extremes_v2\nSELECT\n \"job\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"job\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"job\", \"support\", \"focus_rate\"], \"rows\": [{\"job\": \"student\", \"support\": 938, \"focus_rate\": 0.2867803837953092}, {\"job\": \"retired\", \"support\": 2264, \"focus_rate\": 0.22791519434628976}, {\"job\": \"unemployed\", \"support\": 1303, \"focus_rate\": 0.15502686108979277}, {\"job\": \"management\", \"support\": 9458, \"focus_rate\": 0.13755550856417847}, {\"job\": \"admin.\", \"support\": 5171, \"focus_rate\": 0.12202668729452718}, {\"job\": \"self-employed\", \"support\": 1579, \"focus_rate\": 0.11842938568714376}, {\"job\": \"unknown\", \"support\": 288, \"focus_rate\": 0.11805555555555555}, {\"job\": \"technician\", \"support\": 7597, \"focus_rate\": 0.11056996182703699}, {\"job\": \"services\", \"support\": 4154, \"focus_rate\": 0.08883004333172845}, {\"job\": \"housemaid\", \"support\": 1240, \"focus_rate\": 0.08790322580645162}, {\"job\": \"entrepreneur\", \"support\": 1487, \"focus_rate\": 0.08271687962340282}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a061c12615e7f835ebcdef07c25427f625acfbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:30:49.723041+00:00", + "ended_at": "2026-05-04T07:31:01.572483+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7b4a19410eef1cd9", + "problem_id": "v2p_m8_06facaf18f32acd7", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=job, target_col=y.", + "bindings": { + "group_col": "job", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_7b4a19410eef1cd9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b4a19410eef1cd9", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.82, + "sql_execution_elapsed_ms_total": 41.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7b4a19410eef1cd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b7ade0c7ffcda81c48fb3a910dc766c8291d8e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:01.523188+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11771.82, "started_at": "2026-05-04T07:30:49.731650+00:00", "ended_at": "2026-05-04T07:31:01.503455+00:00", "prompt_metrics": {"chars": 9273, "bytes_utf8": 9273, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:30:49.910267Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:52.204689Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"job\\\", target_col=\\\"y\\\", target_value='yes', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4f4b047897fcc803facfe7013ca330d77c6a65e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7b4a19410eef1cd9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7b4a19410eef1cd9", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2762, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.82, + "sql_execution_elapsed_ms_total": 41.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7b4a19410eef1cd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f3447ad1b9cc3bf4ed931bbbda4c42ab2dfe317 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 300, "estimated_tokens": 2547}} +{"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": 1021, "bytes_utf8": 1021, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 665}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ad3b51067b3dcd80efb3ca871a154f0e5965ded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c12efa79d3839a9", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 665, + "total_tokens": 23303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 297, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21747.09, + "sql_execution_elapsed_ms_total": 190.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7c12efa79d3839a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5d127823e9fcc18d0680c3b8fd9a8dded2b7485 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/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": "2026-05-04T07:25:54.603366+00:00", + "ended_at": "2026-05-04T07:26:16.350379+00:00", + "elapsed_ms": 21747.09, + "prompt_metrics": { + "chars": 9127, + "bytes_utf8": 9127, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1461, + "bytes_utf8": 1461, + "lines": 4, + "estimated_tokens": 475 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1021, + "bytes_utf8": 1021, + "lines": 1, + "estimated_tokens": 297 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 665 + } + }, + "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_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..357909c95e045e3072d1908a8f3d7051da4937e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "contact", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a914a9b35eab9eb278538e996700219e253f7c45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-1ab4-7480-a85c-18bed1b3a5dd"} +{"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 \\\"contact\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"contact\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation for the 95th percentile within each contact group. \\\"age\\\" is cast from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":19840,"output_tokens":665}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13dc65659290645a050e4c5724b33d2dbbd068d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"contact\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"contact\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"age_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation for the 95th percentile within each contact group. \"age\" is cast from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..239ef0862ee584f86560f4d463048045a82dfd6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:54.800723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:57.700324Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:15.340757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29bf3886fa06a0c00247c0c0ecf84c4f9a7d7992 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/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=contact, measure_col=age. +Result preview: [{"contact": "telephone", "percentile_measure": 76.0}, {"contact": "cellular", "percentile_measure": 59.0}, {"contact": "unknown", "percentile_measure": 57.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d6004218876dec36de7dc6e388525911ddf4156 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7c12efa79d3839a9 +-- problem_id: v2p_m8_5f3d757f4b5b72ce +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "contact" + ) AS "cnt" + FROM "m8" + WHERE "contact" IS NOT NULL + AND "age" IS NOT NULL +), +"picked" AS ( + SELECT + "contact", + "age_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "contact", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b7315c8aa581fa1aafa043465e1f88f0a447da2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/query_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 \"contact\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"contact\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"contact\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"contact\",\n \"age_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"contact\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"contact\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"contact\", \"percentile_measure\"], \"rows\": [{\"contact\": \"telephone\", \"percentile_measure\": 76.0}, {\"contact\": \"cellular\", \"percentile_measure\": 59.0}, {\"contact\": \"unknown\", \"percentile_measure\": 57.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 190.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e603661a3d9e34f3789fdcac345e7583aa40539d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:25:54.595958+00:00", + "ended_at": "2026-05-04T07:26:16.575172+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7c12efa79d3839a9", + "problem_id": "v2p_m8_5f3d757f4b5b72ce", + "dataset_id": "m8", + "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=contact, measure_col=age.", + "bindings": { + "group_col": "contact", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_7c12efa79d3839a9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c12efa79d3839a9", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 665, + "total_tokens": 23303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 297, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21747.09, + "sql_execution_elapsed_ms_total": 190.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7c12efa79d3839a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b6e947dc6331c78fa2047fc7daf866549088c8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:16.372881+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21747.09, "started_at": "2026-05-04T07:25:54.603366+00:00", "ended_at": "2026-05-04T07:26:16.350379+00:00", "prompt_metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1021, "bytes_utf8": 1021, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 665}, "stderr_preview": "2026-05-04T07:25:54.800723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:57.700324Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation for the 95th percentile within each contact group. \\\"age\\\" is cast from TEXT to RE"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4cd33cbe08ed4f5908fd8097cc2fcadb387d7e1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c12efa79d3839a9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c12efa79d3839a9", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 665, + "total_tokens": 23303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 297, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21747.09, + "sql_execution_elapsed_ms_total": 190.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7c12efa79d3839a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dd3acf5ebc852e54e81a9d6890b06c710cdbdcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9109, "bytes_utf8": 9109, "lines": 300, "estimated_tokens": 2552}} +{"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": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4caced8aa7e63f6ca9bcba38587d9f6f418c34e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c90b77c0e463bc2", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12248.44, + "sql_execution_elapsed_ms_total": 27.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7c90b77c0e463bc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0edeab9173d160a7429bdbf5d6f37dbcad586ca9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/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": "2026-05-04T07:16:20.043786+00:00", + "ended_at": "2026-05-04T07:16:32.287172+00:00", + "elapsed_ms": 12248.44, + "prompt_metrics": { + "chars": 9109, + "bytes_utf8": 9109, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 755, + "bytes_utf8": 755, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22641, + "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_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9719141bd7929f5db349b288594804d6cd1239d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, measure_col=duration.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "previous", + "measure_col": "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a4e4153bb6ed6de079804a0997106b641820413 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-5665-75c0-b55f-e87807fd2eab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"previous\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b78e3087d7276935ca565bd889cfaff000dddbb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"previous\" and measure_col=\"duration\". Cast \"duration\" 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_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f804d3574d4756b801b0c3a03a47a285fe25348 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:20.279973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:22.625754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:31.523267Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7159897e419305c97c81c63dcaf780278f80d40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, measure_col=duration. +Result preview: [{"previous": "0", "avg_measure": 257.7261189587054, "support": 36954}, {"previous": "1", "avg_measure": 256.62806637806636, "support": 2772}, {"previous": "10", "avg_measure": 294.6119402985075, "support": 67}, {"previous": "11", "avg_measure": 265.03076923076924, "support": 65}, {"previous": "12", "avg_measure": 231.97727272727272, "support": 44}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..28c135e754688241099fc3a422c5af3485125a2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_7c90b77c0e463bc2 +-- problem_id: v2p_m8_e8ac34d10ea6bd04 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32dbdc1f26ba8c5de67c9c0c457771a3b08fcf35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/query_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_support_guarded_group_avg\nSELECT \"previous\", AVG(CAST(\"duration\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"previous\"\nHAVING COUNT(*) > 5\nORDER BY \"previous\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"previous\\\", AVG(CAST(\\\"duration\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"previous\\\";\", \"columns\": [\"previous\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"avg_measure\": 257.7261189587054, \"support\": 36954}, {\"previous\": \"1\", \"avg_measure\": 256.62806637806636, \"support\": 2772}, {\"previous\": \"10\", \"avg_measure\": 294.6119402985075, \"support\": 67}, {\"previous\": \"11\", \"avg_measure\": 265.03076923076924, \"support\": 65}, {\"previous\": \"12\", \"avg_measure\": 231.97727272727272, \"support\": 44}, {\"previous\": \"13\", \"avg_measure\": 212.8421052631579, \"support\": 38}, {\"previous\": \"14\", \"avg_measure\": 204.6315789473684, \"support\": 19}, {\"previous\": \"15\", \"avg_measure\": 200.4, \"support\": 20}, {\"previous\": \"16\", \"avg_measure\": 159.69230769230768, \"support\": 13}, {\"previous\": \"17\", \"avg_measure\": 240.73333333333332, \"support\": 15}, {\"previous\": \"18\", \"avg_measure\": 322.0, \"support\": 6}, {\"previous\": \"19\", \"avg_measure\": 185.54545454545453, \"support\": 11}, {\"previous\": \"2\", \"avg_measure\": 255.42592592592592, \"support\": 2106}, {\"previous\": \"20\", \"avg_measure\": 217.375, \"support\": 8}, {\"previous\": \"22\", \"avg_measure\": 198.66666666666666, \"support\": 6}, {\"previous\": \"23\", \"avg_measure\": 175.375, \"support\": 8}, {\"previous\": \"3\", \"avg_measure\": 274.7215411558669, \"support\": 1142}, {\"previous\": \"4\", \"avg_measure\": 269.7549019607843, \"support\": 714}, {\"previous\": \"5\", \"avg_measure\": 254.06753812636165, \"support\": 459}, {\"previous\": \"6\", \"avg_measure\": 272.50180505415165, \"support\": 277}, {\"previous\": \"7\", \"avg_measure\": 264.54146341463417, \"support\": 205}, {\"previous\": \"8\", \"avg_measure\": 275.8062015503876, \"support\": 129}, {\"previous\": \"9\", \"avg_measure\": 241.47826086956522, \"support\": 92}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c7073f9ca57be2bceefe71507e05b3f4fbc79400 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:16:20.036133+00:00", + "ended_at": "2026-05-04T07:16:32.357096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7c90b77c0e463bc2", + "problem_id": "v2p_m8_e8ac34d10ea6bd04", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=previous, measure_col=duration.", + "bindings": { + "group_col": "previous", + "measure_col": "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_7c90b77c0e463bc2.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c90b77c0e463bc2", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12248.44, + "sql_execution_elapsed_ms_total": 27.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7c90b77c0e463bc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dff07f726c4e3068c94e4dabe805816def5bca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:32.314727+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12248.44, "started_at": "2026-05-04T07:16:20.043786+00:00", "ended_at": "2026-05-04T07:16:32.287172+00:00", "prompt_metrics": {"chars": 9109, "bytes_utf8": 9109, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:16:20.279973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:22.625754Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"previous\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"previous\\\" and measure_col=\\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..639330b6bb16790d4bedb8d118ca914d5ce1271c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7c90b77c0e463bc2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7c90b77c0e463bc2", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12248.44, + "sql_execution_elapsed_ms_total": 27.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7c90b77c0e463bc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..628847fa4e61c93f046c47d2e2efbfd2b297ddf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9145, "bytes_utf8": 9145, "lines": 302, "estimated_tokens": 2561}} +{"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": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22650, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..625f6d4a256d9eb55acd5a9bd48fa3f7e76d036b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7f07615045d3bf38", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.42, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7f07615045d3bf38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..edd3d9bc723c3c418fd92f76c28421826ba7b2a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/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": "2026-05-04T07:14:04.944741+00:00", + "ended_at": "2026-05-04T07:14:17.668962+00:00", + "elapsed_ms": 12726.42, + "prompt_metrics": { + "chars": 9145, + "bytes_utf8": 9145, + "lines": 302, + "estimated_tokens": 2561 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22650, + "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_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a53dcfe2f79a88cd2ef530238520f07913d6b4bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=default.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "default", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ea0c033dd63c9fa98df85bcf2f7df2bc205603f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-46b7-7d30-8bbd-dce9b5c2b629"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template with group_col bound to \\\"default\\\" and predicate_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22650,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc5e4034015b15dd6115c24f6f7a483266db8a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided template with group_col bound to \"default\" and predicate_col bound to \"duration\". Cast \"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_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92168645c9f0d7c0bdd5efadd00931c2e607a80b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:05.207734Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:08.272638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:16.669297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a03253208f245ce90fee119a4adeec491101c37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/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=default. +Result preview: [{"default": "no", "support": 11123}, {"default": "yes", "support": 191}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb5e1cf0239ee620f4208b0a6f7ecc006695612e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7f07615045d3bf38 +-- problem_id: v2p_m8_ffb760ff0831a935 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "default" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce216de3d635e41d620609af568619dbe596daa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/query_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 \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"default\", \"support\"], \"rows\": [{\"default\": \"no\", \"support\": 11123}, {\"default\": \"yes\", \"support\": 191}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f83c7ce37359888f796471a0197ac7443725693a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:14:04.937150+00:00", + "ended_at": "2026-05-04T07:14:17.716825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7f07615045d3bf38", + "problem_id": "v2p_m8_ffb760ff0831a935", + "dataset_id": "m8", + "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=default.", + "bindings": { + "group_col": "default", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_7f07615045d3bf38.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7f07615045d3bf38", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.42, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7f07615045d3bf38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1180548951d68134a085c15f2d2986d9fd5d7020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:17.679361+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12726.42, "started_at": "2026-05-04T07:14:04.944741+00:00", "ended_at": "2026-05-04T07:14:17.668962+00:00", "prompt_metrics": {"chars": 9145, "bytes_utf8": 9145, "lines": 302, "estimated_tokens": 2561}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22650, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:14:05.207734Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:08.272638Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 319.0\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template with group_col bound to \\\"default\\\" and predicate_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf24e84c577699d95e71bd4a8ed80b4452cf9350 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f07615045d3bf38/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7f07615045d3bf38", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.42, + "sql_execution_elapsed_ms_total": 16.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7f07615045d3bf38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7097bf6950ce875f0c5ff514f5422b48c3fb4855 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9284, "bytes_utf8": 9284, "lines": 301, "estimated_tokens": 2623}} +{"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": 138}, "usage": {"input_tokens": 22712, "cached_input_tokens": 19840, "output_tokens": 170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12adcf9bc8291dc0967da594f7336b252a5cb685 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7f93a09bf5627caa", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2761, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16088.51, + "sql_execution_elapsed_ms_total": 33.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7f93a09bf5627caa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1b2e7d89edfad0aabf7a8953d2a01af0549fc40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/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": "2026-05-04T07:31:37.918543+00:00", + "ended_at": "2026-05-04T07:31:54.003158+00:00", + "elapsed_ms": 16088.51, + "prompt_metrics": { + "chars": 9284, + "bytes_utf8": 9284, + "lines": 301, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13251 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 138 + }, + "usage": { + "input_tokens": 22712, + "cached_input_tokens": 19840, + "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_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dc7b0e31dbfb30857924d7d39723d32c430dac0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=education, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "education", + "target_col": "y", + "target_value": "yes", + "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": 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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1277b834c4e67e1dedd74c1339810862f899ec6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-6612-7503-bafc-3d5f1846edaa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"education\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=education, target_col=y, target_value='yes', min_support=5, and top_k=13. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":19840,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abbaf01a8301a2f494ede7fc4a5491eb88238e4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"education\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=education, target_col=y, target_value='yes', min_support=5, and 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_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e32422240b0fdaa434096f24a4145d575e2b489a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:41.821131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:44.461199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:52.943694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58b0c9566f00c697730ffd07d267305e6bbec68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=education, target_col=y. +Result preview: [{"education": "tertiary", "support": 13301, "focus_rate": 0.15006390496955116}, {"education": "unknown", "support": 1857, "focus_rate": 0.13570274636510501}, {"education": "secondary", "support": 23202, "focus_rate": 0.10559434531505904}, {"education": "primary", "support": 6851, "focus_rate": 0.08626477886439936}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..10f6afd03393690d3cd5aa32241ef1b50217c1be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_7f93a09bf5627caa +-- problem_id: v2p_m8_aec89766f44db423 +-- realization_mode: agent +-- source_kind: agent +SELECT + "education", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49d03d4c626d86f838960662a66b302298256a1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/query_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_target_rate_extremes_v2\nSELECT\n \"education\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"education\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"education\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"education\", \"support\", \"focus_rate\"], \"rows\": [{\"education\": \"tertiary\", \"support\": 13301, \"focus_rate\": 0.15006390496955116}, {\"education\": \"unknown\", \"support\": 1857, \"focus_rate\": 0.13570274636510501}, {\"education\": \"secondary\", \"support\": 23202, \"focus_rate\": 0.10559434531505904}, {\"education\": \"primary\", \"support\": 6851, \"focus_rate\": 0.08626477886439936}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..18f1a80a5c161a2f9fc7840f8d868f16e638ee08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:31:37.910446+00:00", + "ended_at": "2026-05-04T07:31:54.066287+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_7f93a09bf5627caa", + "problem_id": "v2p_m8_aec89766f44db423", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=education, target_col=y.", + "bindings": { + "group_col": "education", + "target_col": "y", + "target_value": "yes", + "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": 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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_7f93a09bf5627caa.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7f93a09bf5627caa", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2761, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16088.51, + "sql_execution_elapsed_ms_total": 33.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7f93a09bf5627caa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..324f97382e04b5841d55de4d6c49ea2f3de404d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:54.021231+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16088.51, "started_at": "2026-05-04T07:31:37.918543+00:00", "ended_at": "2026-05-04T07:31:54.003158+00:00", "prompt_metrics": {"chars": 9284, "bytes_utf8": 9284, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22712, "cached_input_tokens": 19840, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:31:41.821131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:44.461199Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=education, target_col=y, target_value='yes', min_support=5, and top_k=13. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3676b82cfba5c31aa33cb46ea3cb9b0762353742 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_7f93a09bf5627caa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_7f93a09bf5627caa", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 19840, + "output_tokens": 170, + "total_tokens": 22882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2761, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16088.51, + "sql_execution_elapsed_ms_total": 33.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_7f93a09bf5627caa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..635825e66d43382e5e9c2ca4cd183fc98c592826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 302, "estimated_tokens": 2555}} +{"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": 102}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61d20e9432ceecc3f99cc26e810accd46e27d2da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_808a79701d8588d2", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15220.46, + "sql_execution_elapsed_ms_total": 19.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_808a79701d8588d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b066949f818ec4fd6722343500540b6f79e0fd4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/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": "2026-05-04T07:12:00.583351+00:00", + "ended_at": "2026-05-04T07:12:15.803504+00:00", + "elapsed_ms": 15220.46, + "prompt_metrics": { + "chars": 9129, + "bytes_utf8": 9129, + "lines": 302, + "estimated_tokens": 2555 + }, + "stdout_metrics": { + "chars": 730, + "bytes_utf8": 730, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22644, + "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_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..589cf95dd6b483b122d831a7eca0c11896478172 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "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": "housing", + "predicate_op": "=", + "predicate_value": "yes", + "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": 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 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_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b22330f4525b6ef034df1c090a12a1934c28a598 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-6dd5-7570-842f-8be8dbfe754a"} +{"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 \\\"m8\\\"\\nWHERE \\\"housing\\\" = 'yes'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"y\\\" and predicate_col=\\\"housing\\\" filtered to 'yes'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a72fe05529331f763b4ef58143b0af04e9d621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"housing\" = 'yes'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"y\" and predicate_col=\"housing\" filtered to 'yes'. 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_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..099b41d30370cbf5af562f892e3d0f1e995e0f37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:04.312419Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:06.943304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:14.661265Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..081829953618b8c5ed8d88e59ab00b468f553849 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/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": "no", "support": 23195}, {"y": "yes", "support": 1935}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c128ee9dd3fdaf589997e00e1803c0db479045eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_808a79701d8588d2 +-- problem_id: v2p_m8_6195b6dfb7a2492e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE "housing" = 'yes' +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68a24dd26410a4c3f2790946626d338f6ec2784 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/query_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 \"m8\"\nWHERE \"housing\" = 'yes'\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 \\\"m8\\\"\\nWHERE \\\"housing\\\" = 'yes'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"no\", \"support\": 23195}, {\"y\": \"yes\", \"support\": 1935}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d733437616e74a150540f46acb19273e56854bf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:12:00.574881+00:00", + "ended_at": "2026-05-04T07:12:15.847977+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_808a79701d8588d2", + "problem_id": "v2p_m8_6195b6dfb7a2492e", + "dataset_id": "m8", + "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": "housing", + "predicate_op": "=", + "predicate_value": "yes", + "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": 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", + "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=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_c\\m8\\sql\\v2q_m8_808a79701d8588d2.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_808a79701d8588d2", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15220.46, + "sql_execution_elapsed_ms_total": 19.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_808a79701d8588d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad66699afb91e4bc6c7082125038e69cfa25dd4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_808a79701d8588d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:15.820650+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15220.46, "started_at": "2026-05-04T07:12:00.583351+00:00", "ended_at": "2026-05-04T07:12:15.803504+00:00", "prompt_metrics": {"chars": 9129, "bytes_utf8": 9129, "lines": 302, "estimated_tokens": 2555}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:12:04.312419Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:06.943304Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=loan.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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 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_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e31f7738b9a973d342550c9249a5541142873466 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-1b32-7f93-a2ee-0a7dbbd4ef81"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"loan\\\", measuring the within-group proportion where loan = 'no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":2432,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5852407aaa818365660913adb7d5c51b42d7d306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"loan\", measuring the within-group proportion where loan = 'no'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b54ffc93a2abfcb6f9b3a66e463f700447c174e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:30.985324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:33.334429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:40.365254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e0610a6c989d10a63808f058205c752faf6532c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/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=housing, condition_col=loan. +Result preview: [{"housing": "no", "condition_rate": 0.8567302425178029}, {"housing": "yes", "condition_rate": 0.8262236370871469}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9334fd73f85d53e95ea4e527063d1790c6e7df66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_82461511661b0c08 +-- problem_id: v2p_m8_4ab792531b746566 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb578abcc21e8228a87c32ff34898d8f71d4f79a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/query_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 \"housing\",\n AVG(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"no\", \"condition_rate\": 0.8567302425178029}, {\"housing\": \"yes\", \"condition_rate\": 0.8262236370871469}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b328ed8c5d14c42517d55e5157fb91d0381a8f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:57:30.795607+00:00", + "ended_at": "2026-05-04T06:57:41.227744+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_82461511661b0c08", + "problem_id": "v2p_m8_4ab792531b746566", + "dataset_id": "m8", + "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=housing, condition_col=loan.", + "bindings": { + "group_col": "housing", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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", + "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_c\\m8\\sql\\v2q_m8_82461511661b0c08.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_82461511661b0c08", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 2432, + "output_tokens": 113, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10368.91, + "sql_execution_elapsed_ms_total": 27.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_82461511661b0c08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11392d0a865278ec532cce9d3a0744d69ce1ebb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_82461511661b0c08/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:41.191879+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10368.91, "started_at": "2026-05-04T06:57:30.802159+00:00", "ended_at": "2026-05-04T06:57:41.172518+00:00", "prompt_metrics": {"chars": 9203, "bytes_utf8": 9203, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22662, "cached_input_tokens": 2432, "output_tokens": 113}, "stderr_preview": "2026-05-04T06:57:30.985324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:33.334429Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=pdays, condition_col=poutcome.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "month", + "measure_col": "pdays", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..854b18b3663a02405db7248297375d6550de2148 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=pdays, condition_col=poutcome.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "month", + "measure_col": "pdays", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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(\"pdays\" AS REAL) AS \"pdays_num\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n), \"ranked\" AS (\n SELECT\n \"month\",\n \"pdays_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"pdays_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"pdays_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(CEIL(0.9 * \"cnt\") AS INT)\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_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..250ac93b07dad5621cd13e0cfe1906b74fc1720d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-6708-7620-8474-571a1d6c864a"} +{"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(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'failure'\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"pdays_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(CEIL(0.9 * \\\"cnt\\\") AS INT)\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by emulating the 0.9 quantile with window functions over rows filtered to \\\"poutcome\\\" = 'failure'. Cast \\\"pdays\\\" from TEXT to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22716,"cached_input_tokens":21888,"output_tokens":369}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..453df2c7e618825f96e2cf87168ef6bd2d6f5d13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/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(\"pdays\" AS REAL) AS \"pdays_num\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n), \"ranked\" AS (\n SELECT\n \"month\",\n \"pdays_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"pdays_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"pdays_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(CEIL(0.9 * \"cnt\") AS INT)\nGROUP BY \"month\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the planned percentile template for SQLite by emulating the 0.9 quantile with window functions over rows filtered to \"poutcome\" = 'failure'. Cast \"pdays\" from TEXT 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_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4778c946bea382af44b791537b77183b2658a8a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-a7c4-7950-9d7c-e331baf2cfc4"} +{"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(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'failure'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"pdays_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 nearest-rank threshold: CAST(((9 * cnt) + 9) / 10 AS INT).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":2432,"output_tokens":335}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..23280cd26052ce0b9a329bfdb7a87c3f56bcd7b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/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(\"pdays\" AS REAL) AS \"pdays_num\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"pdays_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"pdays_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"pdays_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((9 * \"cnt\") + 9) / 10 AS INT)\nGROUP BY \"month\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 nearest-rank threshold: CAST(((9 * cnt) + 9) / 10 AS INT)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9c3f86093eed5f00cd82726ac9c3011ba2559c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:40.237608Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:42.575026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:55.789551Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b197c597c28ccacf1f88d20b631373a5c05a5c16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:56.854545Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:59.247918Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:11.603703Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ca837318800719031206f7231b7681e70d5bc9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/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=pdays, condition_col=poutcome. +Result preview: [{"month": "sep", "conditional_percentile": 589.0}, {"month": "jul", "conditional_percentile": 514.0}, {"month": "oct", "conditional_percentile": 490.0}, {"month": "aug", "conditional_percentile": 435.0}, {"month": "jun", "conditional_percentile": 389.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c60cfe985f0e94c14737ae6c733112b7c33c9b73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_84335085a98595ee +-- problem_id: v2p_m8_698750049322137f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("pdays" AS REAL) AS "pdays_num" + FROM "m8" + WHERE "poutcome" = 'failure' +), "ranked" AS ( + SELECT + "month", + "pdays_num", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "pdays_num") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +) +SELECT + "month", + MIN("pdays_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(CEIL(0.9 * "cnt") AS INT) +GROUP BY "month" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..897cd461724cfe4388cdad80d3df75053c87aa54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/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(\"pdays\" AS REAL) AS \"pdays_num\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n),\n\"ranked\" AS (\n SELECT\n \"month\",\n \"pdays_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"pdays_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"pdays_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((9 * \"cnt\") + 9) / 10 AS INT)\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(\\\"pdays\\\" AS REAL) AS \\\"pdays_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"poutcome\\\" = 'failure'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"pdays_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"month\\\" ORDER BY \\\"pdays_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n MIN(\\\"pdays_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"month\", \"conditional_percentile\"], \"rows\": [{\"month\": \"sep\", \"conditional_percentile\": 589.0}, {\"month\": \"jul\", \"conditional_percentile\": 514.0}, {\"month\": \"oct\", \"conditional_percentile\": 490.0}, {\"month\": \"aug\", \"conditional_percentile\": 435.0}, {\"month\": \"jun\", \"conditional_percentile\": 389.0}, {\"month\": \"may\", \"conditional_percentile\": 368.0}, {\"month\": \"apr\", \"conditional_percentile\": 343.0}, {\"month\": \"mar\", \"conditional_percentile\": 342.0}, {\"month\": \"dec\", \"conditional_percentile\": 283.0}, {\"month\": \"feb\", \"conditional_percentile\": 272.0}, {\"month\": \"jan\", \"conditional_percentile\": 265.0}, {\"month\": \"nov\", \"conditional_percentile\": 190.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76c34ca19ee373d1a1a16ae14e4e383b7379d675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:07:39.992872+00:00", + "ended_at": "2026-05-04T07:08:12.584064+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_84335085a98595ee", + "problem_id": "v2p_m8_698750049322137f", + "dataset_id": "m8", + "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=pdays, condition_col=poutcome.", + "bindings": { + "group_col": "month", + "measure_col": "pdays", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_84335085a98595ee.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_84335085a98595ee", + "api_calls": 0, + "input_tokens": 45662, + "cached_input_tokens": 24320, + "output_tokens": 704, + "total_tokens": 46366, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5480, + "estimated_output_tokens": 499, + "estimated_total_tokens": 5979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32501.29, + "sql_execution_elapsed_ms_total": 27.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_84335085a98595ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..deecf26d69c68c2c3b9a851f9b83b9c323c37b51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:07:56.567749+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16548.73, "started_at": "2026-05-04T07:07:40.000758+00:00", "ended_at": "2026-05-04T07:07:56.549356+00:00", "prompt_metrics": {"chars": 9467, "bytes_utf8": 9467, "lines": 305, "estimated_tokens": 2625}, "response_metrics": {"chars": 886, "bytes_utf8": 886, "lines": 1, "estimated_tokens": 255}, "usage": {"input_tokens": 22716, "cached_input_tokens": 21888, "output_tokens": 369}, "stderr_preview": "2026-05-04T07:07:40.237608Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:42.575026Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(CEIL(0.9 * \\\"cnt\\\") AS INT)\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by emulating the 0.9 quantile with window functions over rows filtered to \\\"poutcome\\\" = 'failure'. Cast \\\"pdays\\\" from TEXT to REAL because the schema stores numeric-looking fields as TEXT.\"}"} +{"timestamp": "2026-05-04T07:07:56.569100+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 \"month\",\n CAST(\"pdays\" AS REAL) AS \"pdays_num\"\n FROM \"m8\"\n WHERE \"poutcome\" = 'failure'\n), \"ranked\" AS (\n SELECT\n \"month\",\n \"pdays_num\",\n ROW_NUMBER() OVER (PARTITION BY \"month\" ORDER BY \"pdays_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"month\",\n MIN(\"pdays_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(CEIL(0.9 * \"cnt\") AS INT)\nGROUP BY \"month\"\nORDER BY \"conditional_percentile\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:08:12.546528+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": 15952.56, "started_at": "2026-05-04T07:07:56.574785+00:00", "ended_at": "2026-05-04T07:08:12.526651+00:00", "prompt_metrics": {"chars": 10237, "bytes_utf8": 10237, "lines": 309, "estimated_tokens": 2855}, "response_metrics": {"chars": 797, "bytes_utf8": 797, "lines": 1, "estimated_tokens": 244}, "usage": {"input_tokens": 22946, "cached_input_tokens": 2432, "output_tokens": 335}, "stderr_preview": "2026-05-04T07:07:56.854545Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:59.247918Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INT)\\nGROUP BY \\\"month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 nearest-rank threshold: CAST(((9 * cnt) + 9) / 10 AS INT).\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd79f9e0362881a8dc5ea72a5ecb466c3fde791a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_84335085a98595ee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_84335085a98595ee", + "api_calls": 0, + "input_tokens": 45662, + "cached_input_tokens": 24320, + "output_tokens": 704, + "total_tokens": 46366, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5480, + "estimated_output_tokens": 499, + "estimated_total_tokens": 5979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32501.29, + "sql_execution_elapsed_ms_total": 27.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_84335085a98595ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebfc9e7f63521319629e9381960f5f246f6d8efd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9035, "bytes_utf8": 9035, "lines": 300, "estimated_tokens": 2520}} +{"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": 96}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ebc1f2664d5fd34571b34ea68462688da3004cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_85ded951f5c904a5", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10746.25, + "sql_execution_elapsed_ms_total": 122.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_85ded951f5c904a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e54e4243fa38c2850b93fc3cec21d81c78c25d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/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": "2026-05-04T07:02:22.669983+00:00", + "ended_at": "2026-05-04T07:02:33.415813+00:00", + "elapsed_ms": 10746.25, + "prompt_metrics": { + "chars": 9035, + "bytes_utf8": 9035, + "lines": 300, + "estimated_tokens": 2520 + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22611, + "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_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16209524520c26f1a24b6a6cdb4cf9b61c59412c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=previous, measure_col=age.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "previous", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c090c399b5d67abd339e1bb88495a7218ab4f266 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-8f57-70b0-b2cc-1459d4f53ec9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"previous\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"previous\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"previous\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff4b88b6c57881e391e73249583db453d2e4495e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"previous\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"previous\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"previous\" and measure_col bound to \"age\". Cast \"age\" 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_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14fbee81e5fe16f8f30af7bdff23575061a32bcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:22.914277Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:25.300613Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:32.597499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a0b76f1ca7270db45342819cb1656e64a9b222a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/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=previous, measure_col=age. +Result preview: [{"previous": "58", "avg_measure": 46.0}, {"previous": "18", "avg_measure": 44.166666666666664}, {"previous": "32", "avg_measure": 44.0}, {"previous": "38", "avg_measure": 44.0}, {"previous": "16", "avg_measure": 43.92307692307692}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee056c96c5d75c7f2ed10d3f1ccae98f7d1f6d0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_85ded951f5c904a5 +-- problem_id: v2p_m8_44def1f3e059b64c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "previous", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "previous") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..314b189060d4c2f7a40a6c9fd14b6690ee4ac354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/query_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 \"previous\",\n AVG(CAST(\"age\" AS REAL)) OVER (PARTITION BY \"previous\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"previous\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) OVER (PARTITION BY \\\"previous\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"previous\", \"avg_measure\"], \"rows\": [{\"previous\": \"58\", \"avg_measure\": 46.0}, {\"previous\": \"18\", \"avg_measure\": 44.166666666666664}, {\"previous\": \"32\", \"avg_measure\": 44.0}, {\"previous\": \"38\", \"avg_measure\": 44.0}, {\"previous\": \"16\", \"avg_measure\": 43.92307692307692}, {\"previous\": \"11\", \"avg_measure\": 42.98461538461538}, {\"previous\": \"12\", \"avg_measure\": 42.90909090909091}, {\"previous\": \"7\", \"avg_measure\": 42.34146341463415}, {\"previous\": \"3\", \"avg_measure\": 41.8922942206655}, {\"previous\": \"5\", \"avg_measure\": 41.52069716775599}, {\"previous\": \"9\", \"avg_measure\": 41.43478260869565}, {\"previous\": \"8\", \"avg_measure\": 41.4031007751938}, {\"previous\": \"6\", \"avg_measure\": 41.27797833935018}, {\"previous\": \"13\", \"avg_measure\": 41.026315789473685}, {\"previous\": \"0\", \"avg_measure\": 40.93242950695459}, {\"previous\": \"19\", \"avg_measure\": 40.90909090909091}, {\"previous\": \"20\", \"avg_measure\": 40.875}, {\"previous\": \"2\", \"avg_measure\": 40.81813865147198}, {\"previous\": \"15\", \"avg_measure\": 40.6}, {\"previous\": \"4\", \"avg_measure\": 40.54621848739496}, {\"previous\": \"1\", \"avg_measure\": 40.523809523809526}, {\"previous\": \"10\", \"avg_measure\": 40.507462686567166}, {\"previous\": \"23\", \"avg_measure\": 40.125}, {\"previous\": \"275\", \"avg_measure\": 40.0}, {\"previous\": \"24\", \"avg_measure\": 39.2}, {\"previous\": \"37\", \"avg_measure\": 39.0}, {\"previous\": \"17\", \"avg_measure\": 38.46666666666667}, {\"previous\": \"14\", \"avg_measure\": 37.73684210526316}, {\"previous\": \"27\", \"avg_measure\": 37.2}, {\"previous\": \"21\", \"avg_measure\": 37.0}, {\"previous\": \"25\", \"avg_measure\": 37.0}, {\"previous\": \"30\", \"avg_measure\": 37.0}, {\"previous\": \"55\", \"avg_measure\": 37.0}, {\"previous\": \"22\", \"avg_measure\": 36.666666666666664}, {\"previous\": \"29\", \"avg_measure\": 36.25}, {\"previous\": \"28\", \"avg_measure\": 35.0}, {\"previous\": \"40\", \"avg_measure\": 35.0}, {\"previous\": \"26\", \"avg_measure\": 33.0}, {\"previous\": \"51\", \"avg_measure\": 31.0}, {\"previous\": \"35\", \"avg_measure\": 28.0}, {\"previous\": \"41\", \"avg_measure\": 27.0}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 122.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f36291b6057ccaace864a07ea9efc9b4f91bad53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:02:22.662329+00:00", + "ended_at": "2026-05-04T07:02:33.567552+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_85ded951f5c904a5", + "problem_id": "v2p_m8_44def1f3e059b64c", + "dataset_id": "m8", + "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=previous, measure_col=age.", + "bindings": { + "group_col": "previous", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_85ded951f5c904a5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_85ded951f5c904a5", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10746.25, + "sql_execution_elapsed_ms_total": 122.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_85ded951f5c904a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1b6122a14a6d5797afdb3e60d5f20209dd4c6f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_85ded951f5c904a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:33.432910+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10746.25, "started_at": "2026-05-04T07:02:22.669983+00:00", "ended_at": "2026-05-04T07:02:33.415813+00:00", "prompt_metrics": {"chars": 9035, "bytes_utf8": 9035, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22611, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:02:22.914277Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:25.300613Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=marital, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "marital", + "target_col": "y", + "target_value": "no", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0aa73163e3fbcff75a24530e73bafaacb097370 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-29dd-74f0-b80c-ce1dbc5c59a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"marital\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=marital, target_col=y, target_value='no', min_support=4, and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22714,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d63dbbb77425389f87bdb79431f00b6b221b0a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"marital\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=marital, target_col=y, target_value='no', min_support=4, and top_k=17. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2985bb6cd4cb4b644b9fee4906f48f96dfb8ddce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:26.360984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:29.012067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:37.186165Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a6f5326aff15d544c7fa4a3c635505ba4c3da2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=marital, target_col=y. +Result preview: [{"marital": "married", "support": 27214, "focus_rate": 0.8987653413684134}, {"marital": "divorced", "support": 5207, "focus_rate": 0.8805454196274246}, {"marital": "single", "support": 12790, "focus_rate": 0.8505082095387021}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bef4bde553244c73e7d1686b18c5805467330fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_871a7b67ddfb5df2 +-- problem_id: v2p_m8_da864ce04f754844 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da4bc5c3c2760e8f08d42b9bffa62830ccf4fe8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/query_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_target_rate_extremes_v2\nSELECT\n \"marital\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"marital\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"marital\", \"support\", \"focus_rate\"], \"rows\": [{\"marital\": \"married\", \"support\": 27214, \"focus_rate\": 0.8987653413684134}, {\"marital\": \"divorced\", \"support\": 5207, \"focus_rate\": 0.8805454196274246}, {\"marital\": \"single\", \"support\": 12790, \"focus_rate\": 0.8505082095387021}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03d04a5f4850cddf869bfbc25e75693182387586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:31:26.146004+00:00", + "ended_at": "2026-05-04T07:31:37.908169+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_871a7b67ddfb5df2", + "problem_id": "v2p_m8_da864ce04f754844", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=marital, target_col=y.", + "bindings": { + "group_col": "marital", + "target_col": "y", + "target_value": "no", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_871a7b67ddfb5df2.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_871a7b67ddfb5df2", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2768, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11695.34, + "sql_execution_elapsed_ms_total": 33.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_871a7b67ddfb5df2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86e3e16db4e10537bc074d55775301fb746f7c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:37.867495+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11695.34, "started_at": "2026-05-04T07:31:26.153835+00:00", "ended_at": "2026-05-04T07:31:37.849257+00:00", "prompt_metrics": {"chars": 9283, "bytes_utf8": 9283, "lines": 301, "estimated_tokens": 2625}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:31:26.360984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:29.012067Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=marital, target_col=y, target_value='no', min_support=4, and top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a3a2cbcaa3fe5f35eda5e7a856c6d1f47058c6d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_871a7b67ddfb5df2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_871a7b67ddfb5df2", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2768, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11695.34, + "sql_execution_elapsed_ms_total": 33.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_871a7b67ddfb5df2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d73febbfc450b07ee454fd695f2eff69d76e2171 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9544, "bytes_utf8": 9544, "lines": 306, "estimated_tokens": 2680}} +{"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": 592, "bytes_utf8": 592, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22769, "cached_input_tokens": 21888, "output_tokens": 181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc8abebea9266d6b0fba8bd766bfa963ad8916c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_886cc5caa62dfadd", + "api_calls": 0, + "input_tokens": 22769, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2680, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12324.77, + "sql_execution_elapsed_ms_total": 47.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_886cc5caa62dfadd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..111cee5cc18a2a3bf3c63fa1f0042fea992cee12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/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": "2026-05-04T07:21:21.116739+00:00", + "ended_at": "2026-05-04T07:21:33.436836+00:00", + "elapsed_ms": 12324.77, + "prompt_metrics": { + "chars": 9544, + "bytes_utf8": 9544, + "lines": 306, + "estimated_tokens": 2680 + }, + "stdout_metrics": { + "chars": 956, + "bytes_utf8": 956, + "lines": 4, + "estimated_tokens": 281 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13278 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 592, + "bytes_utf8": 592, + "lines": 1, + "estimated_tokens": 152 + }, + "usage": { + "input_tokens": 22769, + "cached_input_tokens": 21888, + "output_tokens": 181 + } + }, + "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_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e75e5b8d1a8805498be41e2e623d7e73a96f7d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, group_col_2=poutcome, measure_col=campaign.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "previous", + "group_col_2": "poutcome", + "measure_col": "campaign", + "predicate_col": "default", + "predicate_op": "=", + "predicate_value": "no", + "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}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b40e822c57f64a2b8a497808dba06e1591b175d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-ee65-7611-92cd-af0625bbf7b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"previous\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"default\\\" = 'no'\\nGROUP BY \\\"previous\\\", \\\"poutcome\\\"\\nORDER BY \\\"previous\\\", \\\"poutcome\\\";\",\"notes\":\"Used the required template and fixed bindings: group_col=\\\"previous\\\", group_col_2=\\\"poutcome\\\", measure_col=\\\"campaign\\\", predicate_col=\\\"default\\\" with value 'no'. Cast \\\"campaign\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22769,"cached_input_tokens":21888,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99449d97bd37f43d3804195798a06130db93f2ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"previous\", \"poutcome\",\n SUM(CAST(\"campaign\" AS REAL)) AS sum_measure,\n AVG(CAST(\"campaign\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"default\" = 'no'\nGROUP BY \"previous\", \"poutcome\"\nORDER BY \"previous\", \"poutcome\";","notes":"Used the required template and fixed bindings: group_col=\"previous\", group_col_2=\"poutcome\", measure_col=\"campaign\", predicate_col=\"default\" with value 'no'. Cast \"campaign\" 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_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce0cbfaa33028f7548d6826982ed44675f50674d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:21.312859Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:23.669266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:32.623777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd31fa5c09a922427c2df749ef865a77e7e2f714 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, group_col_2=poutcome, measure_col=campaign. +Result preview: [{"previous": "0", "poutcome": "unknown", "sum_measure": 105527.0, "avg_measure": 2.915432644491104, "support": 36196}, {"previous": "1", "poutcome": "failure", "sum_measure": 2958.0, "avg_measure": 1.7451327433628319, "support": 1695}, {"previous": "1", "poutcome": "other", "sum_measure": 1317.0, "avg_measure": 2.2551369863013697, "support": 584}, {"previous": "1", "poutcome": "success", "sum_measure": 790.0, "avg_measure": 1.6701902748414377, "support": 473}, {"previous": "1", "poutcome": "unknown", "sum_measure": 4.0, "avg_measure": 4.0, "support": 1}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aa1755341cdd7c9f9a1d7daa0e623cf362bc1e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_886cc5caa62dfadd +-- problem_id: v2p_m8_472ed402cd6d10d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "poutcome", + SUM(CAST("campaign" AS REAL)) AS sum_measure, + AVG(CAST("campaign" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "default" = 'no' +GROUP BY "previous", "poutcome" +ORDER BY "previous", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89ad4229c3ba172780856454d53dade103049d57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/query_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_two_dimensional_summary\nSELECT \"previous\", \"poutcome\",\n SUM(CAST(\"campaign\" AS REAL)) AS sum_measure,\n AVG(CAST(\"campaign\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"default\" = 'no'\nGROUP BY \"previous\", \"poutcome\"\nORDER BY \"previous\", \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"previous\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"campaign\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"default\\\" = 'no'\\nGROUP BY \\\"previous\\\", \\\"poutcome\\\"\\nORDER BY \\\"previous\\\", \\\"poutcome\\\";\", \"columns\": [\"previous\", \"poutcome\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"poutcome\": \"unknown\", \"sum_measure\": 105527.0, \"avg_measure\": 2.915432644491104, \"support\": 36196}, {\"previous\": \"1\", \"poutcome\": \"failure\", \"sum_measure\": 2958.0, \"avg_measure\": 1.7451327433628319, \"support\": 1695}, {\"previous\": \"1\", \"poutcome\": \"other\", \"sum_measure\": 1317.0, \"avg_measure\": 2.2551369863013697, \"support\": 584}, {\"previous\": \"1\", \"poutcome\": \"success\", \"sum_measure\": 790.0, \"avg_measure\": 1.6701902748414377, \"support\": 473}, {\"previous\": \"1\", \"poutcome\": \"unknown\", \"sum_measure\": 4.0, \"avg_measure\": 4.0, \"support\": 1}, {\"previous\": \"10\", \"poutcome\": \"failure\", \"sum_measure\": 61.0, \"avg_measure\": 2.1785714285714284, \"support\": 28}, {\"previous\": \"10\", \"poutcome\": \"other\", \"sum_measure\": 52.0, \"avg_measure\": 2.736842105263158, \"support\": 19}, {\"previous\": \"10\", \"poutcome\": \"success\", \"sum_measure\": 47.0, \"avg_measure\": 2.35, \"support\": 20}, {\"previous\": \"11\", \"poutcome\": \"failure\", \"sum_measure\": 90.0, \"avg_measure\": 3.6, \"support\": 25}, {\"previous\": \"11\", \"poutcome\": \"other\", \"sum_measure\": 100.0, \"avg_measure\": 3.7037037037037037, \"support\": 27}, {\"previous\": \"11\", \"poutcome\": \"success\", \"sum_measure\": 25.0, \"avg_measure\": 2.0833333333333335, \"support\": 12}, {\"previous\": \"12\", \"poutcome\": \"failure\", \"sum_measure\": 56.0, \"avg_measure\": 2.5454545454545454, \"support\": 22}, {\"previous\": \"12\", \"poutcome\": \"other\", \"sum_measure\": 50.0, \"avg_measure\": 2.9411764705882355, \"support\": 17}, {\"previous\": \"12\", \"poutcome\": \"success\", \"sum_measure\": 10.0, \"avg_measure\": 2.0, \"support\": 5}, {\"previous\": \"13\", \"poutcome\": \"failure\", \"sum_measure\": 55.0, \"avg_measure\": 3.4375, \"support\": 16}, {\"previous\": \"13\", \"poutcome\": \"other\", \"sum_measure\": 46.0, \"avg_measure\": 3.066666666666667, \"support\": 15}, {\"previous\": \"13\", \"poutcome\": \"success\", \"sum_measure\": 19.0, \"avg_measure\": 3.1666666666666665, \"support\": 6}, {\"previous\": \"14\", \"poutcome\": \"failure\", \"sum_measure\": 19.0, \"avg_measure\": 2.7142857142857144, \"support\": 7}, {\"previous\": \"14\", \"poutcome\": \"other\", \"sum_measure\": 30.0, \"avg_measure\": 4.285714285714286, \"support\": 7}, {\"previous\": \"14\", \"poutcome\": \"success\", \"sum_measure\": 13.0, \"avg_measure\": 2.6, \"support\": 5}, {\"previous\": \"15\", \"poutcome\": \"failure\", \"sum_measure\": 24.0, \"avg_measure\": 2.6666666666666665, \"support\": 9}, {\"previous\": \"15\", \"poutcome\": \"other\", \"sum_measure\": 29.0, \"avg_measure\": 3.2222222222222223, \"support\": 9}, {\"previous\": \"15\", \"poutcome\": \"success\", \"sum_measure\": 5.0, \"avg_measure\": 5.0, \"support\": 1}, {\"previous\": \"16\", \"poutcome\": \"failure\", \"sum_measure\": 18.0, \"avg_measure\": 2.5714285714285716, \"support\": 7}, {\"previous\": \"16\", \"poutcome\": \"other\", \"sum_measure\": 24.0, \"avg_measure\": 4.0, \"support\": 6}, {\"previous\": \"17\", \"poutcome\": \"failure\", \"sum_measure\": 21.0, \"avg_measure\": 3.5, \"support\": 6}, {\"previous\": \"17\", \"poutcome\": \"other\", \"sum_measure\": 18.0, \"avg_measure\": 2.0, \"support\": 9}, {\"previous\": \"18\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"18\", \"poutcome\": \"other\", \"sum_measure\": 18.0, \"avg_measure\": 3.6, \"support\": 5}, {\"previous\": \"19\", \"poutcome\": \"failure\", \"sum_measure\": 17.0, \"avg_measure\": 2.4285714285714284, \"support\": 7}, {\"previous\": \"19\", \"poutcome\": \"other\", \"sum_measure\": 12.0, \"avg_measure\": 3.0, \"support\": 4}, {\"previous\": \"2\", \"poutcome\": \"failure\", \"sum_measure\": 2541.0, \"avg_measure\": 1.8822222222222222, \"support\": 1350}, {\"previous\": \"2\", \"poutcome\": \"other\", \"sum_measure\": 827.0, \"avg_measure\": 2.1424870466321244, \"support\": 386}, {\"previous\": \"2\", \"poutcome\": \"success\", \"sum_measure\": 609.0, \"avg_measure\": 1.74, \"support\": 350}, {\"previous\": \"2\", \"poutcome\": \"unknown\", \"sum_measure\": 4.0, \"avg_measure\": 2.0, \"support\": 2}, {\"previous\": \"20\", \"poutcome\": \"failure\", \"sum_measure\": 6.0, \"avg_measure\": 2.0, \"support\": 3}, {\"previous\": \"20\", \"poutcome\": \"other\", \"sum_measure\": 10.0, \"avg_measure\": 2.0, \"support\": 5}, {\"previous\": \"21\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"21\", \"poutcome\": \"other\", \"sum_measure\": 8.0, \"avg_measure\": 4.0, \"support\": 2}, {\"previous\": \"21\", \"poutcome\": \"success\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"22\", \"poutcome\": \"failure\", \"sum_measure\": 3.0, \"avg_measure\": 1.5, \"support\": 2}, {\"previous\": \"22\", \"poutcome\": \"other\", \"sum_measure\": 11.0, \"avg_measure\": 3.6666666666666665, \"support\": 3}, {\"previous\": \"22\", \"poutcome\": \"success\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"23\", \"poutcome\": \"failure\", \"sum_measure\": 13.0, \"avg_measure\": 4.333333333333333, \"support\": 3}, {\"previous\": \"23\", \"poutcome\": \"other\", \"sum_measure\": 7.0, \"avg_measure\": 1.75, \"support\": 4}, {\"previous\": \"24\", \"poutcome\": \"failure\", \"sum_measure\": 2.0, \"avg_measure\": 2.0, \"support\": 1}, {\"previous\": \"24\", \"poutcome\": \"other\", \"sum_measure\": 19.0, \"avg_measure\": 4.75, \"support\": 4}, {\"previous\": \"25\", \"poutcome\": \"failure\", \"sum_measure\": 8.0, \"avg_measure\": 4.0, \"support\": 2}, {\"previous\": \"25\", \"poutcome\": \"other\", \"sum_measure\": 3.0, \"avg_measure\": 3.0, \"support\": 1}, {\"previous\": \"26\", \"poutcome\": \"failure\", \"sum_measure\": 6.0, \"avg_measure\": 6.0, \"support\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 47.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0fc91300773597d0296a2af23d0efdfa5d5c62eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:21:21.103340+00:00", + "ended_at": "2026-05-04T07:21:33.517743+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_886cc5caa62dfadd", + "problem_id": "v2p_m8_472ed402cd6d10d8", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, group_col_2=poutcome, measure_col=campaign.", + "bindings": { + "group_col": "previous", + "group_col_2": "poutcome", + "measure_col": "campaign", + "predicate_col": "default", + "predicate_op": "=", + "predicate_value": "no", + "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", + "group_col_2", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_886cc5caa62dfadd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_886cc5caa62dfadd", + "api_calls": 0, + "input_tokens": 22769, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2680, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12324.77, + "sql_execution_elapsed_ms_total": 47.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_886cc5caa62dfadd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56238ced236ff24801922c57339d00bac112a064 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_886cc5caa62dfadd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:33.462391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12324.77, "started_at": "2026-05-04T07:21:21.116739+00:00", "ended_at": "2026-05-04T07:21:33.436836+00:00", "prompt_metrics": {"chars": 9544, "bytes_utf8": 9544, "lines": 306, "estimated_tokens": 2680}, "response_metrics": {"chars": 592, "bytes_utf8": 592, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22769, "cached_input_tokens": 21888, "output_tokens": 181}, "stderr_preview": "2026-05-04T07:21:21.312859Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:23.669266Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=month, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "month", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3846c76ccf87d902dbf7f2596b3e2b369bbac7de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-9a88-7f92-8133-db621a9fea07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"__measure\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"month\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY \\\"__measure\\\"\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"month\\\"\\n ) AS \\\"__cnt\\\"\\n FROM \\\"__base\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"__measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__rn\\\" = CAST((0.95 * \\\"__cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"month\\\" ASC;\",\"notes\":\"SQLite-compatible repair of tpl_grouped_percentile_point using a nearest-rank 95th percentile per month, with \\\"day\\\" cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":704}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab82fb2a80fb2853266b70d7a2bcf31b9554d56e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"__base\" AS (\n SELECT\n \"month\",\n CAST(\"day\" AS REAL) AS \"__measure\"\n FROM \"m8\"\n WHERE \"month\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"month\",\n \"__measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY \"__measure\"\n ) AS \"__rn\",\n COUNT(*) OVER (\n PARTITION BY \"month\"\n ) AS \"__cnt\"\n FROM \"__base\"\n)\nSELECT\n \"month\",\n \"__measure\" AS \"percentile_measure\"\nFROM \"__ranked\"\nWHERE \"__rn\" = CAST((0.95 * \"__cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"month\" ASC;","notes":"SQLite-compatible repair of tpl_grouped_percentile_point using a nearest-rank 95th percentile per month, with \"day\" cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9beed99f4d13edb87d4d51185a765a79077047a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:33.055673Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:35.401400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:53.638360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bcb1ab8ba9500a27708f96bd24ea7740e1b8767 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/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=day. +Result preview: [{"month": "jul", "percentile_measure": 31.0}, {"month": "apr", "percentile_measure": 30.0}, {"month": "jan", "percentile_measure": 30.0}, {"month": "mar", "percentile_measure": 30.0}, {"month": "dec", "percentile_measure": 29.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f16aed5ed27d4713d6415b67101ae4caa318f011 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_89639ae3f5de68e3 +-- problem_id: v2p_m8_fad3eac1b5a204ef +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "month", + CAST("day" AS REAL) AS "__measure" + FROM "m8" + WHERE "month" IS NOT NULL + AND "day" IS NOT NULL +), +"__ranked" AS ( + SELECT + "month", + "__measure", + ROW_NUMBER() OVER ( + PARTITION BY "month" + ORDER BY "__measure" + ) AS "__rn", + COUNT(*) OVER ( + PARTITION BY "month" + ) AS "__cnt" + FROM "__base" +) +SELECT + "month", + "__measure" AS "percentile_measure" +FROM "__ranked" +WHERE "__rn" = CAST((0.95 * "__cnt") + 0.999999999 AS INTEGER) +ORDER BY "percentile_measure" DESC, "month" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd8cc68ea77f48e8f2723bac75e35fd8c422181d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/query_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 \"__base\" AS (\n SELECT\n \"month\",\n CAST(\"day\" AS REAL) AS \"__measure\"\n FROM \"m8\"\n WHERE \"month\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"month\",\n \"__measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"month\"\n ORDER BY \"__measure\"\n ) AS \"__rn\",\n COUNT(*) OVER (\n PARTITION BY \"month\"\n ) AS \"__cnt\"\n FROM \"__base\"\n)\nSELECT\n \"month\",\n \"__measure\" AS \"percentile_measure\"\nFROM \"__ranked\"\nWHERE \"__rn\" = CAST((0.95 * \"__cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC, \"month\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"month\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"__measure\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"month\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"month\\\",\\n \\\"__measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"month\\\"\\n ORDER BY \\\"__measure\\\"\\n ) AS \\\"__rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"month\\\"\\n ) AS \\\"__cnt\\\"\\n FROM \\\"__base\\\"\\n)\\nSELECT\\n \\\"month\\\",\\n \\\"__measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"__ranked\\\"\\nWHERE \\\"__rn\\\" = CAST((0.95 * \\\"__cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"month\\\" ASC;\", \"columns\": [\"month\", \"percentile_measure\"], \"rows\": [{\"month\": \"jul\", \"percentile_measure\": 31.0}, {\"month\": \"apr\", \"percentile_measure\": 30.0}, {\"month\": \"jan\", \"percentile_measure\": 30.0}, {\"month\": \"mar\", \"percentile_measure\": 30.0}, {\"month\": \"dec\", \"percentile_measure\": 29.0}, {\"month\": \"may\", \"percentile_measure\": 29.0}, {\"month\": \"oct\", \"percentile_measure\": 29.0}, {\"month\": \"aug\", \"percentile_measure\": 28.0}, {\"month\": \"sep\", \"percentile_measure\": 28.0}, {\"month\": \"jun\", \"percentile_measure\": 24.0}, {\"month\": \"feb\", \"percentile_measure\": 22.0}, {\"month\": \"nov\", \"percentile_measure\": 21.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 174.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfc3078fec8457f76022b3eb05bab33d93696e4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:27:32.857475+00:00", + "ended_at": "2026-05-04T07:27:54.526426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_89639ae3f5de68e3", + "problem_id": "v2p_m8_fad3eac1b5a204ef", + "dataset_id": "m8", + "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=day.", + "bindings": { + "group_col": "month", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_89639ae3f5de68e3.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_89639ae3f5de68e3", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 704, + "total_tokens": 23342, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 259, + "estimated_total_tokens": 2806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21450.36, + "sql_execution_elapsed_ms_total": 174.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_89639ae3f5de68e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0003bc27a8849704af243f294fe5b68b00d6e527 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89639ae3f5de68e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:54.332410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21450.36, "started_at": "2026-05-04T07:27:32.867736+00:00", "ended_at": "2026-05-04T07:27:54.311340+00:00", "prompt_metrics": {"chars": 9123, "bytes_utf8": 9123, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 846, "bytes_utf8": 846, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 704}, "stderr_preview": "2026-05-04T07:27:33.055673Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:35.401400Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=contact, measure_col=duration, condition_col=loan.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "contact", + "measure_col": "duration", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e53572fb44b4d44309efab0078d50c42d9bb749 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-5d07-7fe3-8120-4a653849e892"} +{"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 \\\"contact\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n AND \\\"contact\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"contact\\\" ORDER BY \\\"duration_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration_num\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INT) + CASE WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INT) THEN 1 ELSE 0 END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n MIN(\\\"duration_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per contact group after filtering to rows where loan = 'yes', with duration cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":498}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa1a4a960e776c9b1ddef34ba395457b636852b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"contact\",\n CAST(\"duration\" AS REAL) AS \"duration_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n AND \"contact\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"contact\",\n \"duration_num\",\n ROW_NUMBER() OVER (PARTITION BY \"contact\" ORDER BY \"duration_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"thresholded\" AS (\n SELECT\n \"contact\",\n \"duration_num\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INT) + CASE WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INT) THEN 1 ELSE 0 END AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n MIN(\"duration_num\") AS \"conditional_percentile\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"contact\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per contact group after filtering to rows where loan = 'yes', with duration cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b061f7771b68108042879fd599e5b5922542b1bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:32.261666Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:34.749306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:48.749407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8ddafa318d4e188958d9ced467898c9c01f446d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/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=contact, measure_col=duration, condition_col=loan. +Result preview: [{"contact": "cellular", "conditional_percentile": 543.0}, {"contact": "unknown", "conditional_percentile": 494.0}, {"contact": "telephone", "conditional_percentile": 494.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c128d5e5fa0ecb26749e74ddcd86daa83693455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_89eef9e84d2a6d79 +-- problem_id: v2p_m8_00858998cb78853d +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "contact", + CAST("duration" AS REAL) AS "duration_num" + FROM "m8" + WHERE "loan" = 'yes' + AND "contact" IS NOT NULL + AND "duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "contact", + "duration_num", + ROW_NUMBER() OVER (PARTITION BY "contact" ORDER BY "duration_num") AS "rn", + COUNT(*) OVER (PARTITION BY "contact") AS "cnt" + FROM "filtered" +), +"thresholded" AS ( + SELECT + "contact", + "duration_num", + "cnt", + CAST((0.9 * "cnt") AS INT) + CASE WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INT) THEN 1 ELSE 0 END AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "contact", + MIN("duration_num") AS "conditional_percentile" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "contact" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a30a562f732c4ceef2d0f0150572ba31df81d565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/query_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 \"contact\",\n CAST(\"duration\" AS REAL) AS \"duration_num\"\n FROM \"m8\"\n WHERE \"loan\" = 'yes'\n AND \"contact\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"contact\",\n \"duration_num\",\n ROW_NUMBER() OVER (PARTITION BY \"contact\" ORDER BY \"duration_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"contact\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"thresholded\" AS (\n SELECT\n \"contact\",\n \"duration_num\",\n \"cnt\",\n CAST((0.9 * \"cnt\") AS INT) + CASE WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INT) THEN 1 ELSE 0 END AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"contact\",\n MIN(\"duration_num\") AS \"conditional_percentile\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"contact\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"loan\\\" = 'yes'\\n AND \\\"contact\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"contact\\\" ORDER BY \\\"duration_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"contact\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n \\\"duration_num\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INT) + CASE WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INT) THEN 1 ELSE 0 END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n MIN(\\\"duration_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"contact\", \"conditional_percentile\"], \"rows\": [{\"contact\": \"cellular\", \"conditional_percentile\": 543.0}, {\"contact\": \"unknown\", \"conditional_percentile\": 494.0}, {\"contact\": \"telephone\", \"conditional_percentile\": 494.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eac3a067227c4435ede0f6316c01fe6a7c24c879 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:06:31.880546+00:00", + "ended_at": "2026-05-04T07:06:49.624596+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_89eef9e84d2a6d79", + "problem_id": "v2p_m8_00858998cb78853d", + "dataset_id": "m8", + "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=contact, measure_col=duration, condition_col=loan.", + "bindings": { + "group_col": "contact", + "measure_col": "duration", + "condition_col": "loan", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 254.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_89eef9e84d2a6d79.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_89eef9e84d2a6d79", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 498, + "total_tokens": 23210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17665.28, + "sql_execution_elapsed_ms_total": 38.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_89eef9e84d2a6d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b0e516287d5dc94e1fb445306d398676b86e0f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:49.572618+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17665.28, "started_at": "2026-05-04T07:06:31.889659+00:00", "ended_at": "2026-05-04T07:06:49.554700+00:00", "prompt_metrics": {"chars": 9457, "bytes_utf8": 9457, "lines": 305, "estimated_tokens": 2621}, "response_metrics": {"chars": 1152, "bytes_utf8": 1152, "lines": 1, "estimated_tokens": 338}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 498}, "stderr_preview": "2026-05-04T07:06:32.261666Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:34.749306Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INT) THEN 1 ELSE 0 END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n MIN(\\\"duration_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a755dbd6d77f51df29d06f069906bf0ca63b1c87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_89eef9e84d2a6d79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_89eef9e84d2a6d79", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 498, + "total_tokens": 23210, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 338, + "estimated_total_tokens": 2959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17665.28, + "sql_execution_elapsed_ms_total": 38.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_89eef9e84d2a6d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec92d31b8e249f5037d97c31990d32bbbe8c8418 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2552}} +{"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": 109}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fccd9bb15ea5148efcbb38bb5a595566ed940a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8a5bb92bc0e94db8", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11289.56, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_8a5bb92bc0e94db8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e4c40e4ce1a000ead3b0903de7bc87cbc6cf6e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/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": "2026-05-04T07:14:56.267644+00:00", + "ended_at": "2026-05-04T07:15:07.557002+00:00", + "elapsed_ms": 11289.56, + "prompt_metrics": { + "chars": 9090, + "bytes_utf8": 9090, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22641, + "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_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9685d56ea27f3dbbf5425ba8d6055bdba467e7ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "month", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c44e1bf1a97b5d4afc620f5697f7fb2fef52b6af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-0f16-78d3-b42a-e1a5efc7cfae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"month\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8783795c4151b8037b9a41a06b6d08752f30e6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";","notes":"Used the provided Support-Guarded Group Average template with group_col bound to \"month\" and measure_col bound to \"age\". Cast \"age\" 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_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49125e2e46c2da3fd453605cda1211b72f0a77e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:56.491850Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:58.850694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:06.598401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4ac2203b191530646750b69418be911ab5493a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=age. +Result preview: [{"month": "apr", "avg_measure": 39.77080491132333, "support": 2932}, {"month": "aug", "avg_measure": 42.89450936449496, "support": 6247}, {"month": "dec", "avg_measure": 44.45794392523364, "support": 214}, {"month": "feb", "avg_measure": 40.88523971309928, "support": 2649}, {"month": "jan", "avg_measure": 40.49322879543835, "support": 1403}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f71c01d735855b936514bcd2aba96f2fcf239184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_8a5bb92bc0e94db8 +-- problem_id: v2p_m8_76d2dc972be997f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faec6002540a210a21f5630841aa1c91447e54f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/query_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_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\", \"columns\": [\"month\", \"avg_measure\", \"support\"], \"rows\": [{\"month\": \"apr\", \"avg_measure\": 39.77080491132333, \"support\": 2932}, {\"month\": \"aug\", \"avg_measure\": 42.89450936449496, \"support\": 6247}, {\"month\": \"dec\", \"avg_measure\": 44.45794392523364, \"support\": 214}, {\"month\": \"feb\", \"avg_measure\": 40.88523971309928, \"support\": 2649}, {\"month\": \"jan\", \"avg_measure\": 40.49322879543835, \"support\": 1403}, {\"month\": \"jul\", \"avg_measure\": 41.00884699057288, \"support\": 6895}, {\"month\": \"jun\", \"avg_measure\": 42.438120202209326, \"support\": 5341}, {\"month\": \"mar\", \"avg_measure\": 42.941299790356396, \"support\": 477}, {\"month\": \"may\", \"avg_measure\": 38.89110852825803, \"support\": 13766}, {\"month\": \"nov\", \"avg_measure\": 42.05793450881612, \"support\": 3970}, {\"month\": \"oct\", \"avg_measure\": 45.89159891598916, \"support\": 738}, {\"month\": \"sep\", \"avg_measure\": 43.95854922279793, \"support\": 579}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24f5bb208905482232dc86a0c309a1bb665c497c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:14:56.259855+00:00", + "ended_at": "2026-05-04T07:15:07.619150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8a5bb92bc0e94db8", + "problem_id": "v2p_m8_76d2dc972be997f3", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=month, measure_col=age.", + "bindings": { + "group_col": "month", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_8a5bb92bc0e94db8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8a5bb92bc0e94db8", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11289.56, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_8a5bb92bc0e94db8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a762f0de9030e7be95075332307b0fcf796d647c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:07.575589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11289.56, "started_at": "2026-05-04T07:14:56.267644+00:00", "ended_at": "2026-05-04T07:15:07.557002+00:00", "prompt_metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:14:56.491850Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:58.850694Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"month\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fa8de35553cb2c089ecc9ccb6678882752528be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8a5bb92bc0e94db8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8a5bb92bc0e94db8", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11289.56, + "sql_execution_elapsed_ms_total": 29.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_8a5bb92bc0e94db8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b02313633f562f3f39c8bd049043a017c15f773 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"balance": "0", "support": 3514, "avg_response": 246.13858850313034}, {"balance": "1", "support": 195, "avg_response": 222.82051282051282}, {"balance": "2", "support": 156, "avg_response": 251.18589743589743}, {"balance": "4", "support": 139, "avg_response": 244.73381294964028}, {"balance": "3", "support": 134, "avg_response": 234.52238805970148}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29e3ed888539448f5b040ff31affb8a3f7c8a64e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_8bcdcafbb42e325e +-- problem_id: v2p_m8_d0980c83a125a150 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38bebde0a345081b45183fba2156b7defaa9d087 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/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_c\n-- sql_source_dataset_id: m8\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_m8_8bcdcafbb42e325e\n-- problem_id: v2p_m8_d0980c83a125a150\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"balance\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"balance\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_8bcdcafbb42e325e\\n-- problem_id: v2p_m8_d0980c83a125a150\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"balance\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"balance\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"balance\", \"support\", \"avg_response\"], \"rows\": [{\"balance\": \"0\", \"support\": 3514, \"avg_response\": 246.13858850313034}, {\"balance\": \"1\", \"support\": 195, \"avg_response\": 222.82051282051282}, {\"balance\": \"2\", \"support\": 156, \"avg_response\": 251.18589743589743}, {\"balance\": \"4\", \"support\": 139, \"avg_response\": 244.73381294964028}, {\"balance\": \"3\", \"support\": 134, \"avg_response\": 234.52238805970148}, {\"balance\": \"5\", \"support\": 113, \"avg_response\": 268.20353982300884}, {\"balance\": \"6\", \"support\": 88, \"avg_response\": 229.52272727272728}, {\"balance\": \"8\", \"support\": 81, \"avg_response\": 234.65432098765433}, {\"balance\": \"23\", \"support\": 75, \"avg_response\": 182.04}, {\"balance\": \"10\", \"support\": 69, \"avg_response\": 233.40579710144928}, {\"balance\": \"7\", \"support\": 69, \"avg_response\": 210.2753623188406}, {\"balance\": \"11\", \"support\": 65, \"avg_response\": 225.2153846153846}, {\"balance\": \"25\", \"support\": 63, \"avg_response\": 212.44444444444446}, {\"balance\": \"20\", \"support\": 62, \"avg_response\": 237.41935483870967}, {\"balance\": \"19\", \"support\": 60, \"avg_response\": 264.56666666666666}, {\"balance\": \"49\", \"support\": 59, \"avg_response\": 262.47457627118644}, {\"balance\": \"47\", \"support\": 59, \"avg_response\": 243.83050847457628}, {\"balance\": \"21\", \"support\": 59, \"avg_response\": 217.94915254237287}, {\"balance\": \"15\", \"support\": 59, \"avg_response\": 187.71186440677965}, {\"balance\": \"33\", \"support\": 58, \"avg_response\": 223.22413793103448}, {\"balance\": \"13\", \"support\": 57, \"avg_response\": 197.17543859649123}, {\"balance\": \"53\", \"support\": 56, \"avg_response\": 259.2857142857143}, {\"balance\": \"16\", \"support\": 56, \"avg_response\": 216.28571428571428}, {\"balance\": \"79\", \"support\": 55, \"avg_response\": 252.25454545454545}, {\"balance\": \"24\", \"support\": 55, \"avg_response\": 214.2}, {\"balance\": \"145\", \"support\": 54, \"avg_response\": 285.85185185185185}, {\"balance\": \"9\", \"support\": 54, \"avg_response\": 259.5925925925926}, {\"balance\": \"46\", \"support\": 54, \"avg_response\": 213.42592592592592}, {\"balance\": \"91\", \"support\": 54, \"avg_response\": 209.27777777777777}, {\"balance\": \"18\", \"support\": 53, \"avg_response\": 210.0}, {\"balance\": \"14\", \"support\": 53, \"avg_response\": 178.24528301886792}, {\"balance\": \"61\", \"support\": 52, \"avg_response\": 277.8269230769231}, {\"balance\": \"96\", \"support\": 52, \"avg_response\": 260.53846153846155}, {\"balance\": \"12\", \"support\": 52, \"avg_response\": 229.26923076923077}, {\"balance\": \"94\", \"support\": 52, \"avg_response\": 226.0}, {\"balance\": \"31\", \"support\": 52, \"avg_response\": 202.96153846153845}, {\"balance\": \"223\", \"support\": 51, \"avg_response\": 243.47058823529412}, {\"balance\": \"99\", \"support\": 51, \"avg_response\": 217.1764705882353}, {\"balance\": \"17\", \"support\": 51, \"avg_response\": 170.19607843137254}, {\"balance\": \"36\", \"support\": 50, \"avg_response\": 269.12}, {\"balance\": \"105\", \"support\": 50, \"avg_response\": 268.86}, {\"balance\": \"28\", \"support\": 50, \"avg_response\": 261.74}, {\"balance\": \"43\", \"support\": 50, \"avg_response\": 240.46}, {\"balance\": \"-1\", \"support\": 50, \"avg_response\": 237.96}, {\"balance\": \"26\", \"support\": 50, \"avg_response\": 201.28}, {\"balance\": \"35\", \"support\": 50, \"avg_response\": 193.28}, {\"balance\": \"66\", \"support\": 49, \"avg_response\": 337.0204081632653}, {\"balance\": \"54\", \"support\": 48, \"avg_response\": 283.3125}, {\"balance\": \"71\", \"support\": 48, \"avg_response\": 266.8333333333333}, {\"balance\": \"50\", \"support\": 48, \"avg_response\": 241.22916666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 45.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf1116f76ea3ed12cdee3d2581bc44b8146f5178 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.366904+00:00", + "ended_at": "2026-05-04T07:37:07.416568+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8bcdcafbb42e325e", + "problem_id": "v2p_m8_d0980c83a125a150", + "dataset_id": "m8", + "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=duration, key_col=balance.", + "bindings": { + "key_col": "balance", + "measure_col": "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_c\\m8\\sql\\v2q_m8_8bcdcafbb42e325e.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_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8bcdcafbb42e325e/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_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79d415938d7b50a985e0e18f2ca5a4bac4ed2e91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9464, "bytes_utf8": 9464, "lines": 305, "estimated_tokens": 2622}} +{"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": 1010, "bytes_utf8": 1010, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 310}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 10295, "bytes_utf8": 10295, "lines": 309, "estimated_tokens": 2862}} +{"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": 958, "bytes_utf8": 958, "lines": 1, "estimated_tokens": 269}, "usage": {"input_tokens": 22953, "cached_input_tokens": 21888, "output_tokens": 444}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..034c8ac68b6feca772f0df85190f914c1c455bcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8cb6185ebdf8a4a5", + "api_calls": 0, + "input_tokens": 45666, + "cached_input_tokens": 43776, + "output_tokens": 754, + "total_tokens": 46420, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5484, + "estimated_output_tokens": 541, + "estimated_total_tokens": 6025, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32044.09, + "sql_execution_elapsed_ms_total": 105.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_8cb6185ebdf8a4a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..faec1c2d64ad3ca649af1ae7807555c91fc0a23c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/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": "2026-05-04T07:06:49.636279+00:00", + "ended_at": "2026-05-04T07:07:05.065629+00:00", + "elapsed_ms": 15429.43, + "prompt_metrics": { + "chars": 9464, + "bytes_utf8": 9464, + "lines": 305, + "estimated_tokens": 2622 + }, + "stdout_metrics": { + "chars": 1437, + "bytes_utf8": 1437, + "lines": 4, + "estimated_tokens": 440 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13158 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1010, + "bytes_utf8": 1010, + "lines": 1, + "estimated_tokens": 272 + }, + "usage": { + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 310 + } + }, + "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_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8126c73e4a5e87351a6352111328389e0aa2eb05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/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": "2026-05-04T07:07:05.087229+00:00", + "ended_at": "2026-05-04T07:07:21.701233+00:00", + "elapsed_ms": 16614.66, + "prompt_metrics": { + "chars": 10295, + "bytes_utf8": 10295, + "lines": 309, + "estimated_tokens": 2862 + }, + "stdout_metrics": { + "chars": 1385, + "bytes_utf8": 1385, + "lines": 4, + "estimated_tokens": 438 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 958, + "bytes_utf8": 958, + "lines": 1, + "estimated_tokens": 269 + }, + "usage": { + "input_tokens": 22953, + "cached_input_tokens": 21888, + "output_tokens": 444 + } + }, + "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_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..923f13b8fe39e0958c33589b6633a5d75e955743 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=campaign, condition_col=contact.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "day", + "measure_col": "campaign", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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": 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_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8be598cb6c26d1b18298ce5f7e7b6f9f315e3d9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=campaign, condition_col=contact.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "day", + "measure_col": "campaign", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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": 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: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"day\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n AND \"campaign\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"day\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"day\",\n \"campaign_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\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_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba43d77fa93d2a63ee780caba222ea9f074372e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-a27d-7311-912c-0350735d3a28"} +{"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 \\\"day\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"campaign_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template intent with group_col=\\\"day\\\", measure_col=\\\"campaign\\\", and condition_col=\\\"contact\\\" filtered to 'cellular'. Replaced unsupported SQLite PERCENTILE_CONT with a window-function approximation of the 90th percentile using the nearest-rank method after casting TEXT values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":310}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1a5df36153ffea6285e57f02b75bae98f0ee8a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"day\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n AND \"campaign\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"day\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"day\",\n \"campaign_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template intent with group_col=\"day\", measure_col=\"campaign\", and condition_col=\"contact\" filtered to 'cellular'. Replaced unsupported SQLite PERCENTILE_CONT with a window-function approximation of the 90th percentile using the nearest-rank method after casting TEXT values to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f93e2cfa16e1d0ef7beaba76869313a3dcb9ae6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-de9f-7973-a9c6-9001d82d381f"} +{"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 \\\"day\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"campaign_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing CEIL with a SQLite-safe integer expression for the 90th-percentile rank. Kept the planned bindings: group_col=\\\"day\\\", measure_col=\\\"campaign\\\", condition_col=\\\"contact\\\" filtered to 'cellular'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22953,"cached_input_tokens":21888,"output_tokens":444}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e2a34000367b0b2437ca8ad51a60ba6aec0751 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"day\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n AND \"campaign\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"day\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"day\",\n \"campaign_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the SQLite incompatibility by replacing CEIL with a SQLite-safe integer expression for the 90th-percentile rank. Kept the planned bindings: group_col=\"day\", measure_col=\"campaign\", condition_col=\"contact\" filtered to 'cellular'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de522c65b0eaaa3534bba36fed98f8d53fd1ea3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:49.981438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:52.503330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:04.324544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2c34d78d8ada184b38f799d07d9c45c7ada4ad4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:05.488443Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:07.849087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:20.801702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8549853133178e61823cd9db68c9d849d02209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/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=day, measure_col=campaign, condition_col=contact. +Result preview: [{"day": "31", "conditional_percentile": 21.0}, {"day": "28", "conditional_percentile": 12.0}, {"day": "27", "conditional_percentile": 11.0}, {"day": "26", "conditional_percentile": 9.0}, {"day": "25", "conditional_percentile": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1174f55583b54fe7d5fa7ea791ffa2039109d3bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_8cb6185ebdf8a4a5 +-- problem_id: v2p_m8_43f68d09d07bf357 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "day", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "contact" = 'cellular' + AND "campaign" IS NOT NULL +), +"ranked" AS ( + SELECT + "day", + "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY "campaign_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "filtered" +) +SELECT + "day", + "campaign_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..deeb20074ddcd2175263713495bb7945ab15b193 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/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 \"day\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\"\n FROM \"m8\"\n WHERE \"contact\" = 'cellular'\n AND \"campaign\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"day\",\n \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY \"campaign_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"day\",\n \"campaign_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 \\\"day\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" = 'cellular'\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY \\\"campaign_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"campaign_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"day\", \"conditional_percentile\"], \"rows\": [{\"day\": \"31\", \"conditional_percentile\": 21.0}, {\"day\": \"28\", \"conditional_percentile\": 12.0}, {\"day\": \"27\", \"conditional_percentile\": 11.0}, {\"day\": \"26\", \"conditional_percentile\": 9.0}, {\"day\": \"25\", \"conditional_percentile\": 8.0}, {\"day\": \"18\", \"conditional_percentile\": 6.0}, {\"day\": \"22\", \"conditional_percentile\": 6.0}, {\"day\": \"29\", \"conditional_percentile\": 6.0}, {\"day\": \"12\", \"conditional_percentile\": 5.0}, {\"day\": \"13\", \"conditional_percentile\": 5.0}, {\"day\": \"14\", \"conditional_percentile\": 5.0}, {\"day\": \"15\", \"conditional_percentile\": 5.0}, {\"day\": \"19\", \"conditional_percentile\": 5.0}, {\"day\": \"20\", \"conditional_percentile\": 5.0}, {\"day\": \"21\", \"conditional_percentile\": 5.0}, {\"day\": \"23\", \"conditional_percentile\": 5.0}, {\"day\": \"24\", \"conditional_percentile\": 5.0}, {\"day\": \"30\", \"conditional_percentile\": 5.0}, {\"day\": \"9\", \"conditional_percentile\": 5.0}, {\"day\": \"10\", \"conditional_percentile\": 4.0}, {\"day\": \"11\", \"conditional_percentile\": 4.0}, {\"day\": \"16\", \"conditional_percentile\": 4.0}, {\"day\": \"3\", \"conditional_percentile\": 4.0}, {\"day\": \"4\", \"conditional_percentile\": 4.0}, {\"day\": \"5\", \"conditional_percentile\": 4.0}, {\"day\": \"6\", \"conditional_percentile\": 4.0}, {\"day\": \"7\", \"conditional_percentile\": 4.0}, {\"day\": \"8\", \"conditional_percentile\": 4.0}, {\"day\": \"17\", \"conditional_percentile\": 3.0}, {\"day\": \"2\", \"conditional_percentile\": 3.0}, {\"day\": \"1\", \"conditional_percentile\": 2.0}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 105.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..88a66e5189aa521c758addc7502d4e94ec9184b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:06:49.628042+00:00", + "ended_at": "2026-05-04T07:07:21.841943+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8cb6185ebdf8a4a5", + "problem_id": "v2p_m8_43f68d09d07bf357", + "dataset_id": "m8", + "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=day, measure_col=campaign, condition_col=contact.", + "bindings": { + "group_col": "day", + "measure_col": "campaign", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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": 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_rate_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_c\\m8\\sql\\v2q_m8_8cb6185ebdf8a4a5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8cb6185ebdf8a4a5", + "api_calls": 0, + "input_tokens": 45666, + "cached_input_tokens": 43776, + "output_tokens": 754, + "total_tokens": 46420, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5484, + "estimated_output_tokens": 541, + "estimated_total_tokens": 6025, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32044.09, + "sql_execution_elapsed_ms_total": 105.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_8cb6185ebdf8a4a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6236bd8060067ae2bb8edcfd1802cb2cef79178f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8cb6185ebdf8a4a5/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:07:05.084248+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15429.43, "started_at": "2026-05-04T07:06:49.636279+00:00", "ended_at": "2026-05-04T07:07:05.065629+00:00", "prompt_metrics": {"chars": 9464, "bytes_utf8": 9464, "lines": 305, "estimated_tokens": 2622}, "response_metrics": {"chars": 1010, "bytes_utf8": 1010, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 310}, "stderr_preview": "2026-05-04T07:06:49.981438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:52.503330Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=pdays, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "pdays", + "measure_col": "campaign", + "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": 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_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b614c30df839ce90c0c9df23a221b331fa612c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-2a13-7361-a4d1-915552b905d6"} +{"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 \\\"pdays\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"pdays\\\" group, casting \\\"campaign\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":779}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4108447b4256b1c919102b18ba9c4d6595f9568d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"pdays\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n AND \"campaign\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"pdays\",\n \"campaign_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"pdays\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \"pdays\" group, casting \"campaign\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87228ada24c62817207edb1b47c32f6be0c0f033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:15.358756Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:17.760623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:36.866098Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9a0de36656883654f4914f18ab5424aff7f27f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/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=pdays, measure_col=campaign. +Result preview: [{"pdays": "60", "percentile_measure": 14.0}, {"pdays": "162", "percentile_measure": 11.0}, {"pdays": "207", "percentile_measure": 10.0}, {"pdays": "7", "percentile_measure": 10.0}, {"pdays": "282", "percentile_measure": 9.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99b3e2c56a870850341ab0e443a86a7e48fab5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_8e34bbbbdffc71e4 +-- problem_id: v2p_m8_17f24f78bb204535 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" + WHERE "pdays" IS NOT NULL + AND "campaign" IS NOT NULL +), +"picked" AS ( + SELECT + "pdays", + "campaign_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "pdays", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bd5ea4603835048fa0e730221074fa996f0e048 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/query_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 \"pdays\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"pdays\" IS NOT NULL\n AND \"campaign\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"pdays\",\n \"campaign_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"pdays\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"pdays\\\" IS NOT NULL\\n AND \\\"campaign\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"pdays\", \"percentile_measure\"], \"rows\": [{\"pdays\": \"60\", \"percentile_measure\": 14.0}, {\"pdays\": \"162\", \"percentile_measure\": 11.0}, {\"pdays\": \"207\", \"percentile_measure\": 10.0}, {\"pdays\": \"7\", \"percentile_measure\": 10.0}, {\"pdays\": \"282\", \"percentile_measure\": 9.0}, {\"pdays\": \"372\", \"percentile_measure\": 9.0}, {\"pdays\": \"373\", \"percentile_measure\": 9.0}, {\"pdays\": \"4\", \"percentile_measure\": 9.0}, {\"pdays\": \"465\", \"percentile_measure\": 9.0}, {\"pdays\": \"511\", \"percentile_measure\": 9.0}, {\"pdays\": \"14\", \"percentile_measure\": 8.0}, {\"pdays\": \"297\", \"percentile_measure\": 8.0}, {\"pdays\": \"299\", \"percentile_measure\": 8.0}, {\"pdays\": \"331\", \"percentile_measure\": 8.0}, {\"pdays\": \"366\", \"percentile_measure\": 8.0}, {\"pdays\": \"9\", \"percentile_measure\": 8.0}, {\"pdays\": \"112\", \"percentile_measure\": 7.0}, {\"pdays\": \"13\", \"percentile_measure\": 7.0}, {\"pdays\": \"137\", \"percentile_measure\": 7.0}, {\"pdays\": \"163\", \"percentile_measure\": 7.0}, {\"pdays\": \"204\", \"percentile_measure\": 7.0}, {\"pdays\": \"217\", \"percentile_measure\": 7.0}, {\"pdays\": \"227\", \"percentile_measure\": 7.0}, {\"pdays\": \"228\", \"percentile_measure\": 7.0}, {\"pdays\": \"250\", \"percentile_measure\": 7.0}, {\"pdays\": \"312\", \"percentile_measure\": 7.0}, {\"pdays\": \"324\", \"percentile_measure\": 7.0}, {\"pdays\": \"330\", \"percentile_measure\": 7.0}, {\"pdays\": \"360\", \"percentile_measure\": 7.0}, {\"pdays\": \"426\", \"percentile_measure\": 7.0}, {\"pdays\": \"450\", \"percentile_measure\": 7.0}, {\"pdays\": \"62\", \"percentile_measure\": 7.0}, {\"pdays\": \"74\", \"percentile_measure\": 7.0}, {\"pdays\": \"-1\", \"percentile_measure\": 6.0}, {\"pdays\": \"113\", \"percentile_measure\": 6.0}, {\"pdays\": \"115\", \"percentile_measure\": 6.0}, {\"pdays\": \"12\", \"percentile_measure\": 6.0}, {\"pdays\": \"130\", \"percentile_measure\": 6.0}, {\"pdays\": \"141\", \"percentile_measure\": 6.0}, {\"pdays\": \"153\", \"percentile_measure\": 6.0}, {\"pdays\": \"177\", \"percentile_measure\": 6.0}, {\"pdays\": \"178\", \"percentile_measure\": 6.0}, {\"pdays\": \"179\", \"percentile_measure\": 6.0}, {\"pdays\": \"185\", \"percentile_measure\": 6.0}, {\"pdays\": \"193\", \"percentile_measure\": 6.0}, {\"pdays\": \"199\", \"percentile_measure\": 6.0}, {\"pdays\": \"232\", \"percentile_measure\": 6.0}, {\"pdays\": \"235\", \"percentile_measure\": 6.0}, {\"pdays\": \"25\", \"percentile_measure\": 6.0}, {\"pdays\": \"251\", \"percentile_measure\": 6.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 167.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..080222786993a9f6776cae6d5c378de55896598b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:29:15.129499+00:00", + "ended_at": "2026-05-04T07:29:37.737688+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_8e34bbbbdffc71e4", + "problem_id": "v2p_m8_17f24f78bb204535", + "dataset_id": "m8", + "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=pdays, measure_col=campaign.", + "bindings": { + "group_col": "pdays", + "measure_col": "campaign", + "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": 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=9", + "sql_variant_index=2/2", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_8e34bbbbdffc71e4.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_8e34bbbbdffc71e4", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 779, + "total_tokens": 23418, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 257, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22383.78, + "sql_execution_elapsed_ms_total": 167.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_8e34bbbbdffc71e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f232fe7ead7fd015d24295b36918bbe6187eeaaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_8e34bbbbdffc71e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:37.551095+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22383.78, "started_at": "2026-05-04T07:29:15.146798+00:00", "ended_at": "2026-05-04T07:29:37.530431+00:00", "prompt_metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 871, "bytes_utf8": 871, "lines": 1, "estimated_tokens": 257}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 779}, "stderr_preview": "2026-05-04T07:29:15.358756Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:17.760623Z 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_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab5624b64447a709325e890089053fa5debbc56e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/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_c\n-- sql_source_dataset_id: m8\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_m8_90751c5f6337d4a5\n-- problem_id: v2p_m8_fa374f85c60da3b7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_90751c5f6337d4a5\\n-- problem_id: v2p_m8_fa374f85c60da3b7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 40.93242950695459}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 40.523809523809526}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 40.81813865147198}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 41.8922942206655}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 40.54621848739496}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 41.52069716775599}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 41.27797833935018}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 42.34146341463415}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 41.4031007751938}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 41.43478260869565}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 40.507462686567166}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 42.98461538461538}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 42.90909090909091}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 41.026315789473685}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 40.6}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 37.73684210526316}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 38.46666666666667}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 43.92307692307692}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 40.90909090909091}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 40.875}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 40.125}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 44.166666666666664}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 36.666666666666664}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 39.2}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 37.2}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6df69ebdae8f61f826e694b8c31062e75a5b2e82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:08.037841+00:00", + "ended_at": "2026-05-04T07:37:08.071218+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_90751c5f6337d4a5", + "problem_id": "v2p_m8_fa374f85c60da3b7", + "dataset_id": "m8", + "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=age, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "age", + "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_c\\m8\\sql\\v2q_m8_90751c5f6337d4a5.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_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_90751c5f6337d4a5/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_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f127a7c34acfaf3fc533866726d3574dfda9652 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9135, "bytes_utf8": 9135, "lines": 300, "estimated_tokens": 2548}} +{"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": 834, "bytes_utf8": 834, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 440}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b735e7d438aea5b838c9fb149a9633042b2defe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_91f7a94620ca3369", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 440, + "total_tokens": 23079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 250, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21507.45, + "sql_execution_elapsed_ms_total": 152.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_91f7a94620ca3369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..35f47edd48f42cb4b288f5187cc69b3bb2c6dc9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/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": "2026-05-04T07:30:04.043070+00:00", + "ended_at": "2026-05-04T07:30:25.550071+00:00", + "elapsed_ms": 21507.45, + "prompt_metrics": { + "chars": 9135, + "bytes_utf8": 9135, + "lines": 300, + "estimated_tokens": 2548 + }, + "stdout_metrics": { + "chars": 1247, + "bytes_utf8": 1247, + "lines": 4, + "estimated_tokens": 414 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13262 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 1, + "estimated_tokens": 250 + }, + "usage": { + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 440 + } + }, + "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_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b12aaced098c92da697e8ca91219624de752e97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=previous, measure_col=pdays.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "previous", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..492391b4b4abbcf086408f0c322a415df94413f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-e90a-7f80-bfc1-7c9ad6d03e6b"} +{"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 \\\"previous\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"pdays_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1 + 0.999999999) AS INTEGER)\\n)\\nSELECT\\n \\\"previous\\\",\\n \\\"pdays_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible approximation of the grouped 95th percentile point using the nearest-rank method on CAST(\\\"pdays\\\" AS REAL), grouped by \\\"previous\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":440}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70cb2b5b8c2703abe036260c0ab766cddb217aae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"previous\",\n CAST(\"pdays\" AS REAL) AS \"pdays_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"previous\",\n \"pdays_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.95 * (\"cnt\" - 1)) + 1 + 0.999999999) AS INTEGER)\n)\nSELECT\n \"previous\",\n \"pdays_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible approximation of the grouped 95th percentile point using the nearest-rank method on CAST(\"pdays\" AS REAL), grouped by \"previous\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba6633e7a8b8f221e5505a0d92db204255fc5bfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:04.249604Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:06.566570Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:24.798220Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdd11dddf857e752a3e010bedbd063df837d405d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/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=previous, measure_col=pdays. +Result preview: [{"previous": "41", "percentile_measure": 778.0}, {"previous": "55", "percentile_measure": 776.0}, {"previous": "16", "percentile_measure": 555.0}, {"previous": "12", "percentile_measure": 530.0}, {"previous": "17", "percentile_measure": 459.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec5c43aa44cf0405ca8ba57ba28181d01f56b822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_91f7a94620ca3369 +-- problem_id: v2p_m8_1bd476dc2d605a11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "previous", + CAST("pdays" AS REAL) AS "pdays_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "m8" +), +"percentile_rows" AS ( + SELECT + "previous", + "pdays_value" + FROM "ranked" + WHERE "rn" = CAST(((0.95 * ("cnt" - 1)) + 1 + 0.999999999) AS INTEGER) +) +SELECT + "previous", + "pdays_value" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..969ac32f470bb0c180e2df2719a2cadcb247f3d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/query_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 \"previous\",\n CAST(\"pdays\" AS REAL) AS \"pdays_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY CAST(\"pdays\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"previous\",\n \"pdays_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.95 * (\"cnt\" - 1)) + 1 + 0.999999999) AS INTEGER)\n)\nSELECT\n \"previous\",\n \"pdays_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 \\\"previous\\\",\\n CAST(\\\"pdays\\\" AS REAL) AS \\\"pdays_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY CAST(\\\"pdays\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"pdays_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1 + 0.999999999) AS INTEGER)\\n)\\nSELECT\\n \\\"previous\\\",\\n \\\"pdays_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"previous\", \"percentile_measure\"], \"rows\": [{\"previous\": \"41\", \"percentile_measure\": 778.0}, {\"previous\": \"55\", \"percentile_measure\": 776.0}, {\"previous\": \"16\", \"percentile_measure\": 555.0}, {\"previous\": \"12\", \"percentile_measure\": 530.0}, {\"previous\": \"17\", \"percentile_measure\": 459.0}, {\"previous\": \"23\", \"percentile_measure\": 455.0}, {\"previous\": \"13\", \"percentile_measure\": 376.0}, {\"previous\": \"1\", \"percentile_measure\": 371.0}, {\"previous\": \"2\", \"percentile_measure\": 371.0}, {\"previous\": \"3\", \"percentile_measure\": 370.0}, {\"previous\": \"4\", \"percentile_measure\": 368.0}, {\"previous\": \"5\", \"percentile_measure\": 368.0}, {\"previous\": \"25\", \"percentile_measure\": 367.0}, {\"previous\": \"6\", \"percentile_measure\": 366.0}, {\"previous\": \"7\", \"percentile_measure\": 366.0}, {\"previous\": \"11\", \"percentile_measure\": 365.0}, {\"previous\": \"24\", \"percentile_measure\": 365.0}, {\"previous\": \"22\", \"percentile_measure\": 364.0}, {\"previous\": \"9\", \"percentile_measure\": 363.0}, {\"previous\": \"28\", \"percentile_measure\": 362.0}, {\"previous\": \"8\", \"percentile_measure\": 362.0}, {\"previous\": \"10\", \"percentile_measure\": 360.0}, {\"previous\": \"15\", \"percentile_measure\": 357.0}, {\"previous\": \"58\", \"percentile_measure\": 353.0}, {\"previous\": \"32\", \"percentile_measure\": 349.0}, {\"previous\": \"14\", \"percentile_measure\": 342.0}, {\"previous\": \"19\", \"percentile_measure\": 341.0}, {\"previous\": \"18\", \"percentile_measure\": 333.0}, {\"previous\": \"21\", \"percentile_measure\": 332.0}, {\"previous\": \"29\", \"percentile_measure\": 331.0}, {\"previous\": \"27\", \"percentile_measure\": 324.0}, {\"previous\": \"30\", \"percentile_measure\": 323.0}, {\"previous\": \"20\", \"percentile_measure\": 315.0}, {\"previous\": \"40\", \"percentile_measure\": 270.0}, {\"previous\": \"275\", \"percentile_measure\": 262.0}, {\"previous\": \"38\", \"percentile_measure\": 261.0}, {\"previous\": \"51\", \"percentile_measure\": 256.0}, {\"previous\": \"26\", \"percentile_measure\": 153.0}, {\"previous\": \"37\", \"percentile_measure\": 112.0}, {\"previous\": \"35\", \"percentile_measure\": 46.0}, {\"previous\": \"0\", \"percentile_measure\": -1.0}], \"row_count_returned\": 41, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 152.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..557d814ddab72117b748e8ec575951ac9299e468 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:30:04.034346+00:00", + "ended_at": "2026-05-04T07:30:25.733285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_91f7a94620ca3369", + "problem_id": "v2p_m8_1bd476dc2d605a11", + "dataset_id": "m8", + "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=previous, measure_col=pdays.", + "bindings": { + "group_col": "previous", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=117" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_91f7a94620ca3369.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_91f7a94620ca3369", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 440, + "total_tokens": 23079, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 250, + "estimated_total_tokens": 2798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21507.45, + "sql_execution_elapsed_ms_total": 152.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_91f7a94620ca3369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..250b08b3e012e42c01b77bfe484d8a8fe4a36a60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_91f7a94620ca3369/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:25.570222+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21507.45, "started_at": "2026-05-04T07:30:04.043070+00:00", "ended_at": "2026-05-04T07:30:25.550071+00:00", "prompt_metrics": {"chars": 9135, "bytes_utf8": 9135, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 834, "bytes_utf8": 834, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 440}, "stderr_preview": "2026-05-04T07:30:04.249604Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:06.566570Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=housing, measure_col=balance, condition_col=default.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "housing", + "measure_col": "balance", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9415597996e845d11496bf63cd4b47a644e103c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=housing, measure_col=balance, condition_col=default.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "housing", + "measure_col": "balance", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"housing\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"default\" = 'yes'\n AND \"balance\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"housing\",\n \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"housing\" ORDER BY \"balance_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"housing\",\n \"balance_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\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_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7716bdbaa54620e76aa60ea60bad16c06d4872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-e45d-70f3-9a1e-b415999f64ed"} +{"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 \\\"housing\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'yes'\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"housing\\\" ORDER BY \\\"balance_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank CEIL(0.9 * group_count) within each housing group after filtering to rows where default = 'yes'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":19840,"output_tokens":295}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a16e44eb6d278e1a1977d5d221069a1fe5a35878 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"housing\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"default\" = 'yes'\n AND \"balance\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"housing\",\n \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"housing\" ORDER BY \"balance_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"housing\",\n \"balance_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank CEIL(0.9 * group_count) within each housing group after filtering to rows where default = 'yes'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf18a5241b187e9c95edc1bf1949d7d7a0b8327f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-1dc4-7882-a532-a168cafb5352"} +{"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 \\\"housing\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'yes'\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"housing\\\" ORDER BY \\\"balance_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic for the 0.9 nearest-rank position: ceil(0.9 * cnt) = ((9 * cnt) + 9) / 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22939,"cached_input_tokens":19840,"output_tokens":424}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d593b0dfe140b8fb84a6163db457dd665906d19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"housing\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"default\" = 'yes'\n AND \"balance\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"housing\",\n \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"housing\" ORDER BY \"balance_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"housing\",\n \"balance_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with 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_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83d883013d8c98f1267ff4d6ba315fd6c1d8f670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:55.745457Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:58.075729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:09.126091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e971a2583f50eb81d79eb14f3e79260b65f36a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:10.446379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:12.978582Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:25.862920Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..db941a428a82679cce6583381f2111dd577b2d91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/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=housing, measure_col=balance, condition_col=default. +Result preview: [{"housing": "yes", "conditional_percentile": 239.0}, {"housing": "no", "conditional_percentile": 160.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f328b253bf961aafd223e8a7f84cf297187bca6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9225e0d926f086bf +-- problem_id: v2p_m8_4237ef81370e86b9 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "housing", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "default" = 'yes' + AND "balance" IS NOT NULL +), +"ranked" AS ( + SELECT + "housing", + "balance_num", + ROW_NUMBER() OVER (PARTITION BY "housing" ORDER BY "balance_num") AS "rn", + COUNT(*) OVER (PARTITION BY "housing") AS "cnt" + FROM "filtered" +) +SELECT + "housing", + "balance_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf9adef0db713276f34418763a839b9c5eba5ee8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/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 \"housing\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"default\" = 'yes'\n AND \"balance\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"housing\",\n \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"housing\" ORDER BY \"balance_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"housing\",\n \"balance_num\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'yes'\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"housing\\\" ORDER BY \\\"balance_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"housing\", \"conditional_percentile\"], \"rows\": [{\"housing\": \"yes\", \"conditional_percentile\": 239.0}, {\"housing\": \"no\", \"conditional_percentile\": 160.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f41b8a87c41a8f8234e40f27d1a480a0ac1a25f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:04:55.499212+00:00", + "ended_at": "2026-05-04T07:05:26.616255+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9225e0d926f086bf", + "problem_id": "v2p_m8_4237ef81370e86b9", + "dataset_id": "m8", + "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=housing, measure_col=balance, condition_col=default.", + "bindings": { + "group_col": "housing", + "measure_col": "balance", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_9225e0d926f086bf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9225e0d926f086bf", + "api_calls": 0, + "input_tokens": 45651, + "cached_input_tokens": 39680, + "output_tokens": 719, + "total_tokens": 46370, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5469, + "estimated_output_tokens": 496, + "estimated_total_tokens": 5965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31046.15, + "sql_execution_elapsed_ms_total": 13.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9225e0d926f086bf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfd8abc3f891cb317faa0482a2582d81c7c4130d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9225e0d926f086bf/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:05:10.188369+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14663.44, "started_at": "2026-05-04T07:04:55.505729+00:00", "ended_at": "2026-05-04T07:05:10.165380+00:00", "prompt_metrics": {"chars": 9461, "bytes_utf8": 9461, "lines": 305, "estimated_tokens": 2621}, "response_metrics": {"chars": 907, "bytes_utf8": 907, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22712, "cached_input_tokens": 19840, "output_tokens": 295}, "stderr_preview": "2026-05-04T07:04:55.745457Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:58.075729Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=pdays, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "pdays", + "measure_col": "campaign", + "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 {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_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6fb7d0ad7dee3511a1ffd6bb6dbb37494d4e256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-eb81-75e2-a6aa-af975ace5173"} +{"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 \\\"pdays\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n MIN(\\\"campaign_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.95 * \\\"cnt\\\"\\n GROUP BY \\\"pdays\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile per \\\"pdays\\\" group. \\\"campaign\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":402}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70c96ddf7a2f262b7951a496713d5a89a2381547 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"pdays\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentiles\" AS (\n SELECT\n \"pdays\",\n MIN(\"campaign_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.95 * \"cnt\"\n GROUP BY \"pdays\"\n)\nSELECT\n \"pdays\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile per \"pdays\" group. \"campaign\" 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_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35982277ae0844a12d2695d4fd1fe56dd14bba41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:59.349292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:02.173688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:14.027467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..596074f449202b83c03e510c9fb39668e8178c53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/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=pdays, measure_col=campaign. +Result preview: [{"pdays": "60", "percentile_measure": 14.0}, {"pdays": "288", "percentile_measure": 13.0}, {"pdays": "256", "percentile_measure": 12.0}, {"pdays": "162", "percentile_measure": 11.0}, {"pdays": "282", "percentile_measure": 11.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1518945521562e27d6a1836be5158a7f3afbb509 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_92a7daf085e7e150 +-- problem_id: v2p_m8_ebc5fe5a8c894842 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" +), +"percentiles" AS ( + SELECT + "pdays", + MIN("campaign_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= 0.95 * "cnt" + GROUP BY "pdays" +) +SELECT + "pdays", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68ce23639e08f2f3b06424823c622546258d0582 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/query_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 \"pdays\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"pdays\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentiles\" AS (\n SELECT\n \"pdays\",\n MIN(\"campaign_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.95 * \"cnt\"\n GROUP BY \"pdays\"\n)\nSELECT\n \"pdays\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"pdays\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n MIN(\\\"campaign_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.95 * \\\"cnt\\\"\\n GROUP BY \\\"pdays\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"pdays\", \"percentile_measure\"], \"rows\": [{\"pdays\": \"60\", \"percentile_measure\": 14.0}, {\"pdays\": \"288\", \"percentile_measure\": 13.0}, {\"pdays\": \"256\", \"percentile_measure\": 12.0}, {\"pdays\": \"162\", \"percentile_measure\": 11.0}, {\"pdays\": \"282\", \"percentile_measure\": 11.0}, {\"pdays\": \"360\", \"percentile_measure\": 11.0}, {\"pdays\": \"373\", \"percentile_measure\": 11.0}, {\"pdays\": \"374\", \"percentile_measure\": 11.0}, {\"pdays\": \"115\", \"percentile_measure\": 10.0}, {\"pdays\": \"207\", \"percentile_measure\": 10.0}, {\"pdays\": \"7\", \"percentile_measure\": 10.0}, {\"pdays\": \"112\", \"percentile_measure\": 9.0}, {\"pdays\": \"199\", \"percentile_measure\": 9.0}, {\"pdays\": \"306\", \"percentile_measure\": 9.0}, {\"pdays\": \"309\", \"percentile_measure\": 9.0}, {\"pdays\": \"362\", \"percentile_measure\": 9.0}, {\"pdays\": \"372\", \"percentile_measure\": 9.0}, {\"pdays\": \"4\", \"percentile_measure\": 9.0}, {\"pdays\": \"465\", \"percentile_measure\": 9.0}, {\"pdays\": \"511\", \"percentile_measure\": 9.0}, {\"pdays\": \"-1\", \"percentile_measure\": 8.0}, {\"pdays\": \"14\", \"percentile_measure\": 8.0}, {\"pdays\": \"185\", \"percentile_measure\": 8.0}, {\"pdays\": \"203\", \"percentile_measure\": 8.0}, {\"pdays\": \"204\", \"percentile_measure\": 8.0}, {\"pdays\": \"212\", \"percentile_measure\": 8.0}, {\"pdays\": \"238\", \"percentile_measure\": 8.0}, {\"pdays\": \"278\", \"percentile_measure\": 8.0}, {\"pdays\": \"293\", \"percentile_measure\": 8.0}, {\"pdays\": \"297\", \"percentile_measure\": 8.0}, {\"pdays\": \"299\", \"percentile_measure\": 8.0}, {\"pdays\": \"308\", \"percentile_measure\": 8.0}, {\"pdays\": \"324\", \"percentile_measure\": 8.0}, {\"pdays\": \"331\", \"percentile_measure\": 8.0}, {\"pdays\": \"351\", \"percentile_measure\": 8.0}, {\"pdays\": \"366\", \"percentile_measure\": 8.0}, {\"pdays\": \"9\", \"percentile_measure\": 8.0}, {\"pdays\": \"108\", \"percentile_measure\": 7.0}, {\"pdays\": \"113\", \"percentile_measure\": 7.0}, {\"pdays\": \"13\", \"percentile_measure\": 7.0}, {\"pdays\": \"130\", \"percentile_measure\": 7.0}, {\"pdays\": \"131\", \"percentile_measure\": 7.0}, {\"pdays\": \"136\", \"percentile_measure\": 7.0}, {\"pdays\": \"137\", \"percentile_measure\": 7.0}, {\"pdays\": \"141\", \"percentile_measure\": 7.0}, {\"pdays\": \"153\", \"percentile_measure\": 7.0}, {\"pdays\": \"154\", \"percentile_measure\": 7.0}, {\"pdays\": \"163\", \"percentile_measure\": 7.0}, {\"pdays\": \"173\", \"percentile_measure\": 7.0}, {\"pdays\": \"177\", \"percentile_measure\": 7.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 161.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca19bcb455f35969a692f5b7543f115b0968dc1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:28:59.109436+00:00", + "ended_at": "2026-05-04T07:29:15.129499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_92a7daf085e7e150", + "problem_id": "v2p_m8_ebc5fe5a8c894842", + "dataset_id": "m8", + "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=pdays, measure_col=campaign.", + "bindings": { + "group_col": "pdays", + "measure_col": "campaign", + "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", + "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=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_92a7daf085e7e150.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_92a7daf085e7e150", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 402, + "total_tokens": 23041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 242, + "estimated_total_tokens": 2790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15829.57, + "sql_execution_elapsed_ms_total": 161.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_92a7daf085e7e150\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46c10b70c15612e36077ad5e5df578766ed95d59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:14.963848+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15829.57, "started_at": "2026-05-04T07:28:59.116363+00:00", "ended_at": "2026-05-04T07:29:14.946441+00:00", "prompt_metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 820, "bytes_utf8": 820, "lines": 1, "estimated_tokens": 242}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 402}, "stderr_preview": "2026-05-04T07:28:59.349292Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:02.173688Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.95 * \\\"cnt\\\"\\n GROUP BY \\\"pdays\\\"\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 95th percentile per \\\"pdays\\\" group. \\\"campaign\\\" is cast from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98bb55ed492715dd68da141c5f313990e2346707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_92a7daf085e7e150/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_92a7daf085e7e150", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 402, + "total_tokens": 23041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 242, + "estimated_total_tokens": 2790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15829.57, + "sql_execution_elapsed_ms_total": 161.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_92a7daf085e7e150\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6729e24df3b2358d06d4a83354b64624591af2ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "-1", "support": 36954, "support_share": 0.8173674548229414, "cumulative_support": 36954}, {"value_label": "182", "support": 167, "support_share": 0.0036937913339673972, "cumulative_support": 37121}, {"value_label": "92", "support": 147, "support_share": 0.003251421114330583, "cumulative_support": 37268}, {"value_label": "183", "support": 126, "support_share": 0.0027869323837119283, "cumulative_support": 37394}, {"value_label": "91", "support": 126, "support_share": 0.0027869323837119283, "cumulative_support": 37520}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec37adb8656d2245229da5c6ac0e1aa4af7a1744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_93b5c676409fc96e +-- problem_id: v2p_m8_d4b65085839c95fc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +), 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_c/m8/artifacts/v2q_m8_93b5c676409fc96e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85e0b662ee6a7323b691779ad2b91f4c34bed860 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/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_c\n-- sql_source_dataset_id: m8\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_m8_93b5c676409fc96e\n-- problem_id: v2p_m8_d4b65085839c95fc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"pdays\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"pdays\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_93b5c676409fc96e\\n-- problem_id: v2p_m8_d4b65085839c95fc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"pdays\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"pdays\\\"\\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\": 36954, \"support_share\": 0.8173674548229414, \"cumulative_support\": 36954}, {\"value_label\": \"182\", \"support\": 167, \"support_share\": 0.0036937913339673972, \"cumulative_support\": 37121}, {\"value_label\": \"92\", \"support\": 147, \"support_share\": 0.003251421114330583, \"cumulative_support\": 37268}, {\"value_label\": \"183\", \"support\": 126, \"support_share\": 0.0027869323837119283, \"cumulative_support\": 37394}, {\"value_label\": \"91\", \"support\": 126, \"support_share\": 0.0027869323837119283, \"cumulative_support\": 37520}, {\"value_label\": \"181\", \"support\": 117, \"support_share\": 0.002587865784875362, \"cumulative_support\": 37637}, {\"value_label\": \"370\", \"support\": 99, \"support_share\": 0.0021897325872022293, \"cumulative_support\": 37736}, {\"value_label\": \"184\", \"support\": 85, \"support_share\": 0.0018800734334564596, \"cumulative_support\": 37821}, {\"value_label\": \"364\", \"support\": 77, \"support_share\": 0.001703125345601734, \"cumulative_support\": 37898}, {\"value_label\": \"95\", \"support\": 74, \"support_share\": 0.001636769812656212, \"cumulative_support\": 37972}, {\"value_label\": \"350\", \"support\": 73, \"support_share\": 0.0016146513016743712, \"cumulative_support\": 38045}, {\"value_label\": \"94\", \"support\": 72, \"support_share\": 0.0015925327906925306, \"cumulative_support\": 38117}, {\"value_label\": \"175\", \"support\": 71, \"support_share\": 0.00157041427971069, \"cumulative_support\": 38188}, {\"value_label\": \"185\", \"support\": 68, \"support_share\": 0.0015040587467651677, \"cumulative_support\": 38256}, {\"value_label\": \"343\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"cumulative_support\": 38321}, {\"value_label\": \"93\", \"support\": 65, \"support_share\": 0.0014377032138196456, \"cumulative_support\": 38386}, {\"value_label\": \"188\", \"support\": 64, \"support_share\": 0.001415584702837805, \"cumulative_support\": 38450}, {\"value_label\": \"186\", \"support\": 60, \"support_share\": 0.001327110658910442, \"cumulative_support\": 38510}, {\"value_label\": \"189\", \"support\": 60, \"support_share\": 0.001327110658910442, \"cumulative_support\": 38570}, {\"value_label\": \"174\", \"support\": 57, \"support_share\": 0.00126075512596492, \"cumulative_support\": 38627}, {\"value_label\": \"349\", \"support\": 57, \"support_share\": 0.00126075512596492, \"cumulative_support\": 38684}, {\"value_label\": \"96\", \"support\": 57, \"support_share\": 0.00126075512596492, \"cumulative_support\": 38741}, {\"value_label\": \"363\", \"support\": 55, \"support_share\": 0.0012165181040012386, \"cumulative_support\": 38796}, {\"value_label\": \"90\", \"support\": 54, \"support_share\": 0.001194399593019398, \"cumulative_support\": 38850}, {\"value_label\": \"97\", \"support\": 54, \"support_share\": 0.001194399593019398, \"cumulative_support\": 38904}, {\"value_label\": \"196\", \"support\": 51, \"support_share\": 0.001128044060073876, \"cumulative_support\": 38955}, {\"value_label\": \"365\", \"support\": 51, \"support_share\": 0.001128044060073876, \"cumulative_support\": 39006}, {\"value_label\": \"342\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"cumulative_support\": 39055}, {\"value_label\": \"357\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"cumulative_support\": 39104}, {\"value_label\": \"368\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"cumulative_support\": 39153}, {\"value_label\": \"98\", \"support\": 49, \"support_share\": 0.0010838070381101945, \"cumulative_support\": 39202}, {\"value_label\": \"345\", \"support\": 48, \"support_share\": 0.0010616885271283536, \"cumulative_support\": 39250}, {\"value_label\": \"351\", \"support\": 48, \"support_share\": 0.0010616885271283536, \"cumulative_support\": 39298}, {\"value_label\": \"178\", \"support\": 47, \"support_share\": 0.001039570016146513, \"cumulative_support\": 39345}, {\"value_label\": \"347\", \"support\": 47, \"support_share\": 0.001039570016146513, \"cumulative_support\": 39392}, {\"value_label\": \"367\", \"support\": 47, \"support_share\": 0.001039570016146513, \"cumulative_support\": 39439}, {\"value_label\": \"190\", \"support\": 46, \"support_share\": 0.0010174515051646724, \"cumulative_support\": 39485}, {\"value_label\": \"104\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"cumulative_support\": 39530}, {\"value_label\": \"180\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"cumulative_support\": 39575}, {\"value_label\": \"195\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"cumulative_support\": 39620}, {\"value_label\": \"356\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"cumulative_support\": 39665}, {\"value_label\": \"99\", \"support\": 45, \"support_share\": 0.0009953329941828316, \"cumulative_support\": 39710}, {\"value_label\": \"172\", \"support\": 44, \"support_share\": 0.000973214483200991, \"cumulative_support\": 39754}, {\"value_label\": \"344\", \"support\": 44, \"support_share\": 0.000973214483200991, \"cumulative_support\": 39798}, {\"value_label\": \"371\", \"support\": 44, \"support_share\": 0.000973214483200991, \"cumulative_support\": 39842}, {\"value_label\": \"150\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"cumulative_support\": 39885}, {\"value_label\": \"170\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"cumulative_support\": 39928}, {\"value_label\": \"179\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"cumulative_support\": 39971}, {\"value_label\": \"187\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"cumulative_support\": 40014}, {\"value_label\": \"87\", \"support\": 43, \"support_share\": 0.0009510959722191502, \"cumulative_support\": 40057}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c2301c2d2b586757a7195b2c7a0263fe1e30b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.497845+00:00", + "ended_at": "2026-05-04T07:37:06.530248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_93b5c676409fc96e", + "problem_id": "v2p_m8_d4b65085839c95fc", + "dataset_id": "m8", + "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=pdays.", + "bindings": { + "group_col": "pdays" + }, + "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=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_c\\m8\\sql\\v2q_m8_93b5c676409fc96e.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_c/m8/artifacts/v2q_m8_93b5c676409fc96e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_93b5c676409fc96e/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_c/m8/artifacts/v2q_m8_9467864d0bb8592b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc5e028a5b33bf7bd24b3953dbdd9194147a0b61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 37967, "support_share": 0.839773506447546, "cumulative_support": 37967}, {"value_label": "yes", "support": 7244, "support_share": 0.16022649355245405, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d32ee38ca351a03088439272cbfa6419f09dcfec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9467864d0bb8592b +-- problem_id: v2p_m8_fb078887d7b36e8b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "loan" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "loan" +), 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_c/m8/artifacts/v2q_m8_9467864d0bb8592b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea7fcfb67f58d4e4c7303eed8140d3bc4781a84d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/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_c\n-- sql_source_dataset_id: m8\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_m8_9467864d0bb8592b\n-- problem_id: v2p_m8_fb078887d7b36e8b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"loan\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"loan\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_9467864d0bb8592b\\n-- problem_id: v2p_m8_fb078887d7b36e8b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"loan\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"loan\\\"\\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\": \"no\", \"support\": 37967, \"support_share\": 0.839773506447546, \"cumulative_support\": 37967}, {\"value_label\": \"yes\", \"support\": 7244, \"support_share\": 0.16022649355245405, \"cumulative_support\": 45211}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d44919d328902ddf487aad94bb3ce6300026c62e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.342009+00:00", + "ended_at": "2026-05-04T07:37:06.371406+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9467864d0bb8592b", + "problem_id": "v2p_m8_fb078887d7b36e8b", + "dataset_id": "m8", + "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=loan.", + "bindings": { + "group_col": "loan" + }, + "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_c\\m8\\sql\\v2q_m8_9467864d0bb8592b.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_c/m8/artifacts/v2q_m8_9467864d0bb8592b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9467864d0bb8592b/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_c/m8/artifacts/v2q_m8_966ce439ed2b3013/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d6a6176012b0926765b8bb0fa395e523b6956ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "secondary", "support": 23202, "support_share": 0.513193691800668, "cumulative_support": 23202}, {"value_label": "tertiary", "support": 13301, "support_share": 0.29419831456946316, "cumulative_support": 36503}, {"value_label": "primary", "support": 6851, "support_share": 0.15153391873659064, "cumulative_support": 43354}, {"value_label": "unknown", "support": 1857, "support_share": 0.04107407489327818, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fa8f15539245ecfeca3f8fb31bbddf747027608 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_966ce439ed2b3013 +-- problem_id: v2p_m8_b42bc72cbf4c5f9f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "education" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "education" +), 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_c/m8/artifacts/v2q_m8_966ce439ed2b3013/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c2d43c36b4906ea65e3c56943de598599d74afa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/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_c\n-- sql_source_dataset_id: m8\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_m8_966ce439ed2b3013\n-- problem_id: v2p_m8_b42bc72cbf4c5f9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"education\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"education\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_966ce439ed2b3013\\n-- problem_id: v2p_m8_b42bc72cbf4c5f9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"education\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"education\\\"\\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\": \"secondary\", \"support\": 23202, \"support_share\": 0.513193691800668, \"cumulative_support\": 23202}, {\"value_label\": \"tertiary\", \"support\": 13301, \"support_share\": 0.29419831456946316, \"cumulative_support\": 36503}, {\"value_label\": \"primary\", \"support\": 6851, \"support_share\": 0.15153391873659064, \"cumulative_support\": 43354}, {\"value_label\": \"unknown\", \"support\": 1857, \"support_share\": 0.04107407489327818, \"cumulative_support\": 45211}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9525f7507ae4c401ac3a6d99a0ece2dea6a8175e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.247222+00:00", + "ended_at": "2026-05-04T07:37:06.278627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_966ce439ed2b3013", + "problem_id": "v2p_m8_b42bc72cbf4c5f9f", + "dataset_id": "m8", + "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=education.", + "bindings": { + "group_col": "education" + }, + "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_c\\m8\\sql\\v2q_m8_966ce439ed2b3013.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_c/m8/artifacts/v2q_m8_966ce439ed2b3013/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_966ce439ed2b3013/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_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa8a50999e66dca4b0a8a1b47ad80e7f7e459768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}} +{"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": 1255, "bytes_utf8": 1255, "lines": 1, "estimated_tokens": 379}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 771}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..728eac5b4bd615bb8f9c0ddd89eb36f30f658a7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_99af575ee9dffe73", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 771, + "total_tokens": 23409, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 379, + "estimated_total_tokens": 2926, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22343.53, + "sql_execution_elapsed_ms_total": 672.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_99af575ee9dffe73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bf131a7f20bed87b0167c271606bd3ff8b2bd527 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/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": "2026-05-04T07:28:19.889954+00:00", + "ended_at": "2026-05-04T07:28:42.231827+00:00", + "elapsed_ms": 22343.53, + "prompt_metrics": { + "chars": 9138, + "bytes_utf8": 9138, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1740, + "bytes_utf8": 1740, + "lines": 4, + "estimated_tokens": 592 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1255, + "bytes_utf8": 1255, + "lines": 1, + "estimated_tokens": 379 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 771 + } + }, + "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_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba0444ace1f229ea0acdd2269d0523b501528a51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=campaign, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "campaign", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec42f97d1781e940d6a8541ae9337d7b8ec0e27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-5253-79b2-9561-c8df71fb3762"} +{"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 \\\"campaign\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"duration_value\\\",\\n \\\"cnt\\\",\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") = CAST(0.9 * \\\"cnt\\\" AS INT) THEN CAST(0.9 * \\\"cnt\\\" AS INT)\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INT) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n r.\\\"campaign\\\",\\n r.\\\"duration_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"percentile_pick\\\" AS p\\n ON r.\\\"campaign\\\" = p.\\\"campaign\\\"\\n AND r.\\\"duration_value\\\" = p.\\\"duration_value\\\"\\n AND r.\\\"rn\\\" = p.\\\"target_rn\\\"\\nWHERE p.\\\"cnt\\\" >= 5\\nGROUP BY r.\\\"campaign\\\", r.\\\"duration_value\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per campaign group on CAST(\\\"duration\\\" AS REAL), with a minimum group size filter of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":771}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..148f1befcc10e7d7889cb252d0ab635b06263385 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"campaign\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"campaign\",\n \"duration_value\",\n \"cnt\",\n CASE\n WHEN (0.9 * \"cnt\") = CAST(0.9 * \"cnt\" AS INT) THEN CAST(0.9 * \"cnt\" AS INT)\n ELSE CAST(0.9 * \"cnt\" AS INT) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n r.\"campaign\",\n r.\"duration_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"percentile_pick\" AS p\n ON r.\"campaign\" = p.\"campaign\"\n AND r.\"duration_value\" = p.\"duration_value\"\n AND r.\"rn\" = p.\"target_rn\"\nWHERE p.\"cnt\" >= 5\nGROUP BY r.\"campaign\", r.\"duration_value\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per campaign group on CAST(\"duration\" AS REAL), with a minimum group size filter of 5."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef3496aa3e0103d27b3c7e9e2bc2a7254b21446e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:20.107190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:22.986881Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:41.407036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..984e4ba92179f9b9fe350b06dccd13c2daf8f0e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/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=campaign, measure_col=duration. +Result preview: [{"campaign": "32", "percentile_measure": 651.0}, {"campaign": "3", "percentile_measure": 588.0}, {"campaign": "17", "percentile_measure": 569.0}, {"campaign": "2", "percentile_measure": 568.0}, {"campaign": "4", "percentile_measure": 561.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ad0e025535c7b52d76e095743f913a5f1a2aa4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/generated_sql.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_99af575ee9dffe73 +-- problem_id: v2p_m8_0bc82672a26433f2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND "duration" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "campaign", + "duration_value", + "cnt", + CASE + WHEN (0.9 * "cnt") = CAST(0.9 * "cnt" AS INT) THEN CAST(0.9 * "cnt" AS INT) + ELSE CAST(0.9 * "cnt" AS INT) + 1 + END AS "target_rn" + FROM "ranked" +) +SELECT + r."campaign", + r."duration_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "percentile_pick" AS p + ON r."campaign" = p."campaign" + AND r."duration_value" = p."duration_value" + AND r."rn" = p."target_rn" +WHERE p."cnt" >= 5 +GROUP BY r."campaign", r."duration_value" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4cfb992945695b002c07295142e348ca72ca46f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/query_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 \"campaign\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"campaign\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"campaign\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"campaign\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"campaign\",\n \"duration_value\",\n \"cnt\",\n CASE\n WHEN (0.9 * \"cnt\") = CAST(0.9 * \"cnt\" AS INT) THEN CAST(0.9 * \"cnt\" AS INT)\n ELSE CAST(0.9 * \"cnt\" AS INT) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n r.\"campaign\",\n r.\"duration_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"percentile_pick\" AS p\n ON r.\"campaign\" = p.\"campaign\"\n AND r.\"duration_value\" = p.\"duration_value\"\n AND r.\"rn\" = p.\"target_rn\"\nWHERE p.\"cnt\" >= 5\nGROUP BY r.\"campaign\", r.\"duration_value\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"campaign\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"campaign\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"campaign\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"campaign\\\",\\n \\\"duration_value\\\",\\n \\\"cnt\\\",\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") = CAST(0.9 * \\\"cnt\\\" AS INT) THEN CAST(0.9 * \\\"cnt\\\" AS INT)\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INT) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n r.\\\"campaign\\\",\\n r.\\\"duration_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"percentile_pick\\\" AS p\\n ON r.\\\"campaign\\\" = p.\\\"campaign\\\"\\n AND r.\\\"duration_value\\\" = p.\\\"duration_value\\\"\\n AND r.\\\"rn\\\" = p.\\\"target_rn\\\"\\nWHERE p.\\\"cnt\\\" >= 5\\nGROUP BY r.\\\"campaign\\\", r.\\\"duration_value\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"campaign\", \"percentile_measure\"], \"rows\": [{\"campaign\": \"32\", \"percentile_measure\": 651.0}, {\"campaign\": \"3\", \"percentile_measure\": 588.0}, {\"campaign\": \"17\", \"percentile_measure\": 569.0}, {\"campaign\": \"2\", \"percentile_measure\": 568.0}, {\"campaign\": \"4\", \"percentile_measure\": 561.0}, {\"campaign\": \"12\", \"percentile_measure\": 539.0}, {\"campaign\": \"1\", \"percentile_measure\": 535.0}, {\"campaign\": \"11\", \"percentile_measure\": 521.0}, {\"campaign\": \"9\", \"percentile_measure\": 516.0}, {\"campaign\": \"5\", \"percentile_measure\": 514.0}, {\"campaign\": \"13\", \"percentile_measure\": 513.0}, {\"campaign\": \"7\", \"percentile_measure\": 508.0}, {\"campaign\": \"6\", \"percentile_measure\": 492.0}, {\"campaign\": \"8\", \"percentile_measure\": 442.0}, {\"campaign\": \"10\", \"percentile_measure\": 429.0}, {\"campaign\": \"14\", \"percentile_measure\": 407.0}, {\"campaign\": \"22\", \"percentile_measure\": 402.0}, {\"campaign\": \"16\", \"percentile_measure\": 353.0}, {\"campaign\": \"15\", \"percentile_measure\": 333.0}, {\"campaign\": \"19\", \"percentile_measure\": 330.0}, {\"campaign\": \"28\", \"percentile_measure\": 320.0}, {\"campaign\": \"27\", \"percentile_measure\": 273.0}, {\"campaign\": \"20\", \"percentile_measure\": 264.0}, {\"campaign\": \"21\", \"percentile_measure\": 253.0}, {\"campaign\": \"29\", \"percentile_measure\": 248.0}, {\"campaign\": \"31\", \"percentile_measure\": 243.0}, {\"campaign\": \"18\", \"percentile_measure\": 209.0}, {\"campaign\": \"23\", \"percentile_measure\": 164.0}, {\"campaign\": \"24\", \"percentile_measure\": 145.0}, {\"campaign\": \"25\", \"percentile_measure\": 130.0}, {\"campaign\": \"26\", \"percentile_measure\": 99.0}, {\"campaign\": \"33\", \"percentile_measure\": 92.0}, {\"campaign\": \"30\", \"percentile_measure\": 72.0}, {\"campaign\": \"34\", \"percentile_measure\": 66.0}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 672.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba72a7bef70ab50da2f73eb5846a5c57ceb6306d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:28:19.880871+00:00", + "ended_at": "2026-05-04T07:28:42.933684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_99af575ee9dffe73", + "problem_id": "v2p_m8_0bc82672a26433f2", + "dataset_id": "m8", + "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=campaign, measure_col=duration.", + "bindings": { + "group_col": "campaign", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_99af575ee9dffe73.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_99af575ee9dffe73", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 771, + "total_tokens": 23409, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 379, + "estimated_total_tokens": 2926, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22343.53, + "sql_execution_elapsed_ms_total": 672.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_99af575ee9dffe73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20709d62c9b0f1e81e5c316c2212c160b47e651c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:42.252712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22343.53, "started_at": "2026-05-04T07:28:19.889954+00:00", "ended_at": "2026-05-04T07:28:42.231827+00:00", "prompt_metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1255, "bytes_utf8": 1255, "lines": 1, "estimated_tokens": 379}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 771}, "stderr_preview": "2026-05-04T07:28:20.107190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:22.986881Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nGROUP"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c526b26fb6a0f6eb4acf6b2e852bfd2ae29c6561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_99af575ee9dffe73/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_99af575ee9dffe73", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 771, + "total_tokens": 23409, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 379, + "estimated_total_tokens": 2926, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22343.53, + "sql_execution_elapsed_ms_total": 672.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_99af575ee9dffe73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0704cd237a3ee0804f2f71fb5270e557d7b48d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 300, "estimated_tokens": 2547}} +{"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": 1023, "bytes_utf8": 1023, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 420}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 10142, "bytes_utf8": 10142, "lines": 304, "estimated_tokens": 2829}} +{"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": 1098, "bytes_utf8": 1098, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22920, "cached_input_tokens": 19840, "output_tokens": 548}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edfc66010f2cc3c28a39e2c25805d01c879348cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9a6a2c396ec218e0", + "api_calls": 0, + "input_tokens": 45558, + "cached_input_tokens": 41728, + "output_tokens": 968, + "total_tokens": 46526, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5376, + "estimated_output_tokens": 584, + "estimated_total_tokens": 5960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35953.43, + "sql_execution_elapsed_ms_total": 236.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9a6a2c396ec218e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a3c5da40b0f28590e3b4dd5da8b5fbcf3fd9ff0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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": "2026-05-04T07:22:25.901641+00:00", + "ended_at": "2026-05-04T07:22:42.128777+00:00", + "elapsed_ms": 16227.18, + "prompt_metrics": { + "chars": 9142, + "bytes_utf8": 9142, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1463, + "bytes_utf8": 1463, + "lines": 4, + "estimated_tokens": 461 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1023, + "bytes_utf8": 1023, + "lines": 1, + "estimated_tokens": 286 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 420 + } + }, + "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_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ad83e43a1feacd51ce144b278a2062daf6b7262 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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": "2026-05-04T07:22:42.150755+00:00", + "ended_at": "2026-05-04T07:23:01.877223+00:00", + "elapsed_ms": 19726.25, + "prompt_metrics": { + "chars": 10142, + "bytes_utf8": 10142, + "lines": 304, + "estimated_tokens": 2829 + }, + "stdout_metrics": { + "chars": 1542, + "bytes_utf8": 1542, + "lines": 4, + "estimated_tokens": 479 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1098, + "bytes_utf8": 1098, + "lines": 1, + "estimated_tokens": 298 + }, + "usage": { + "input_tokens": 22920, + "cached_input_tokens": 19840, + "output_tokens": 548 + } + }, + "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_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96242881604335d341e9f95cc2e4660cdc78436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=education, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "education", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd5aab3668760fe54a9ba95377768c1ee354da72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=education, measure_col=duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "education", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"education\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"education\",\n \"duration_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CEIL(0.95 * \"cnt\")\n)\nSELECT\n \"education\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\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_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f730cebcd84da630a414a5f8e795aef60ea90969 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-eb79-7392-b4d2-b15e403d550b"} +{"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 \\\"education\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CEIL(0.95 * \\\"cnt\\\")\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per education group on CAST(\\\"duration\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":420}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfa94f33d7ee08a51106b31f139163fa06c48270 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"education\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"education\",\n \"duration_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CEIL(0.95 * \"cnt\")\n)\nSELECT\n \"education\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per education group on CAST(\"duration\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56d3f543985e81bf3a537d72fb7d8da1eceaf5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-2b0e-75c2-9503-3a8c5604cadd"} +{"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 \\\"education\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 95th-percentile rank threshold, while preserving the grouped percentile-point logic for \\\"education\\\" over numeric \\\"duration\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22920,"cached_input_tokens":19840,"output_tokens":548}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94606e99216019d737527a6f8341a75e72796a33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"education\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"education\",\n \"duration_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"education\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 95th-percentile rank threshold, while preserving the grouped percentile-point logic for \"education\" over numeric \"duration\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ff7e7ca5c0e777dae253dcff2901aeea79f532 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:26.096667Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:28.404869Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:41.531415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..68c98a769191347e47fea7a3a8519d641b4624a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:42.390657Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:44.693054Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:01.221809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4910daf460e8e563da35fdd8ddf58bb2444dfe3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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=education, measure_col=duration. +Result preview: [{"education": "tertiary", "percentile_measure": 770.0}, {"education": "primary", "percentile_measure": 764.0}, {"education": "secondary", "percentile_measure": 740.0}, {"education": "unknown", "percentile_measure": 731.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..871984220078611c7a26932976aa21234b2fe910 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9a6a2c396ec218e0 +-- problem_id: v2p_m8_d92bed2aa4d0d3bd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "education", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "education" + ) AS "cnt" + FROM "m8" + WHERE "education" IS NOT NULL + AND "duration" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "education", + "duration_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CEIL(0.95 * "cnt") +) +SELECT + "education", + "percentile_measure" +FROM "percentile_points" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21bf29bcde84eb5a95ee4d04fc9c70cd705f61f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/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 \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"education\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"education\",\n \"duration_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"education\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(\\\"duration\\\" AS REAL) AS \\\"duration_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY CAST(\\\"duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"education\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" IS NOT NULL\\n AND \\\"duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"duration_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"education\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"education\", \"percentile_measure\"], \"rows\": [{\"education\": \"tertiary\", \"percentile_measure\": 770.0}, {\"education\": \"primary\", \"percentile_measure\": 764.0}, {\"education\": \"secondary\", \"percentile_measure\": 740.0}, {\"education\": \"unknown\", \"percentile_measure\": 731.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 236.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b44230e46953251f090e68048094ac93451618 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:22:25.893282+00:00", + "ended_at": "2026-05-04T07:23:02.144915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9a6a2c396ec218e0", + "problem_id": "v2p_m8_d92bed2aa4d0d3bd", + "dataset_id": "m8", + "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=education, measure_col=duration.", + "bindings": { + "group_col": "education", + "measure_col": "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_9a6a2c396ec218e0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9a6a2c396ec218e0", + "api_calls": 0, + "input_tokens": 45558, + "cached_input_tokens": 41728, + "output_tokens": 968, + "total_tokens": 46526, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5376, + "estimated_output_tokens": 584, + "estimated_total_tokens": 5960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35953.43, + "sql_execution_elapsed_ms_total": 236.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9a6a2c396ec218e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1103c286729652cf54c81149f1fc63d30cce189f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:22:42.147822+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16227.18, "started_at": "2026-05-04T07:22:25.901641+00:00", "ended_at": "2026-05-04T07:22:42.128777+00:00", "prompt_metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1023, "bytes_utf8": 1023, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 420}, "stderr_preview": "2026-05-04T07:22:26.096667Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:28.404869Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CEIL(0.95 * \\\"cnt\\\")\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per education group on CAST(\\"} +{"timestamp": "2026-05-04T07:22:42.149086+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 \"education\",\n CAST(\"duration\" AS REAL) AS \"duration_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY CAST(\"duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"education\"\n ) AS \"cnt\"\n FROM \"m8\"\n WHERE \"education\" IS NOT NULL\n AND \"duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"education\",\n \"duration_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"education\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CEIL(0.95 * \"cnt\")\n)\nSELECT\n \"education\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:23:01.899832+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": 19726.25, "started_at": "2026-05-04T07:22:42.150755+00:00", "ended_at": "2026-05-04T07:23:01.877223+00:00", "prompt_metrics": {"chars": 10142, "bytes_utf8": 10142, "lines": 304, "estimated_tokens": 2829}, "response_metrics": {"chars": 1098, "bytes_utf8": 1098, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22920, "cached_input_tokens": 19840, "output_tokens": 548}, "stderr_preview": "2026-05-04T07:22:42.390657Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:44.693054Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"education\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 95th-percentile rank threshold, "} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f2c488fa3eeae6235328670ee51213c412759381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9a6a2c396ec218e0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9a6a2c396ec218e0", + "api_calls": 0, + "input_tokens": 45558, + "cached_input_tokens": 41728, + "output_tokens": 968, + "total_tokens": 46526, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5376, + "estimated_output_tokens": 584, + "estimated_total_tokens": 5960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35953.43, + "sql_execution_elapsed_ms_total": 236.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9a6a2c396ec218e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..641aeac648703c46ca361ebda30088d45894704e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pdays": "-1", "support": 36954, "avg_response": 16.145424040699247}, {"pdays": "182", "support": 167, "avg_response": 15.95808383233533}, {"pdays": "92", "support": 147, "avg_response": 13.625850340136054}, {"pdays": "183", "support": 126, "avg_response": 16.896825396825395}, {"pdays": "91", "support": 126, "avg_response": 14.047619047619047}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6e0d8e945fc381a3a5e54c94d3d94c9c54164fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9b513b37365cb25c +-- problem_id: v2p_m8_3621ff8f607a5383 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..709f5fab8d743843faf42a72e6f5d048c674a706 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/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_c\n-- sql_source_dataset_id: m8\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_m8_9b513b37365cb25c\n-- problem_id: v2p_m8_3621ff8f607a5383\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pdays\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"pdays\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_9b513b37365cb25c\\n-- problem_id: v2p_m8_3621ff8f607a5383\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pdays\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"pdays\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pdays\", \"support\", \"avg_response\"], \"rows\": [{\"pdays\": \"-1\", \"support\": 36954, \"avg_response\": 16.145424040699247}, {\"pdays\": \"182\", \"support\": 167, \"avg_response\": 15.95808383233533}, {\"pdays\": \"92\", \"support\": 147, \"avg_response\": 13.625850340136054}, {\"pdays\": \"183\", \"support\": 126, \"avg_response\": 16.896825396825395}, {\"pdays\": \"91\", \"support\": 126, \"avg_response\": 14.047619047619047}, {\"pdays\": \"181\", \"support\": 117, \"avg_response\": 15.2991452991453}, {\"pdays\": \"370\", \"support\": 99, \"avg_response\": 13.11111111111111}, {\"pdays\": \"184\", \"support\": 85, \"avg_response\": 18.11764705882353}, {\"pdays\": \"364\", \"support\": 77, \"avg_response\": 13.03896103896104}, {\"pdays\": \"95\", \"support\": 74, \"avg_response\": 14.432432432432432}, {\"pdays\": \"350\", \"support\": 73, \"avg_response\": 13.150684931506849}, {\"pdays\": \"94\", \"support\": 72, \"avg_response\": 14.930555555555555}, {\"pdays\": \"175\", \"support\": 71, \"avg_response\": 14.633802816901408}, {\"pdays\": \"185\", \"support\": 68, \"avg_response\": 17.220588235294116}, {\"pdays\": \"93\", \"support\": 65, \"avg_response\": 14.138461538461538}, {\"pdays\": \"343\", \"support\": 65, \"avg_response\": 12.507692307692308}, {\"pdays\": \"188\", \"support\": 64, \"avg_response\": 15.921875}, {\"pdays\": \"189\", \"support\": 60, \"avg_response\": 16.816666666666666}, {\"pdays\": \"186\", \"support\": 60, \"avg_response\": 16.0}, {\"pdays\": \"174\", \"support\": 57, \"avg_response\": 14.666666666666666}, {\"pdays\": \"349\", \"support\": 57, \"avg_response\": 13.035087719298245}, {\"pdays\": \"96\", \"support\": 57, \"avg_response\": 11.771929824561404}, {\"pdays\": \"363\", \"support\": 55, \"avg_response\": 10.981818181818182}, {\"pdays\": \"97\", \"support\": 54, \"avg_response\": 16.425925925925927}, {\"pdays\": \"90\", \"support\": 54, \"avg_response\": 13.74074074074074}, {\"pdays\": \"196\", \"support\": 51, \"avg_response\": 15.019607843137255}, {\"pdays\": \"365\", \"support\": 51, \"avg_response\": 11.588235294117647}, {\"pdays\": \"98\", \"support\": 49, \"avg_response\": 14.653061224489797}, {\"pdays\": \"368\", \"support\": 49, \"avg_response\": 12.46938775510204}, {\"pdays\": \"357\", \"support\": 49, \"avg_response\": 11.244897959183673}, {\"pdays\": \"342\", \"support\": 49, \"avg_response\": 11.081632653061224}, {\"pdays\": \"345\", \"support\": 48, \"avg_response\": 12.395833333333334}, {\"pdays\": \"351\", \"support\": 48, \"avg_response\": 10.458333333333334}, {\"pdays\": \"178\", \"support\": 47, \"avg_response\": 16.5531914893617}, {\"pdays\": \"367\", \"support\": 47, \"avg_response\": 11.957446808510639}, {\"pdays\": \"347\", \"support\": 47, \"avg_response\": 11.702127659574469}, {\"pdays\": \"190\", \"support\": 46, \"avg_response\": 15.652173913043478}, {\"pdays\": \"195\", \"support\": 45, \"avg_response\": 16.333333333333332}, {\"pdays\": \"104\", \"support\": 45, \"avg_response\": 14.422222222222222}, {\"pdays\": \"180\", \"support\": 45, \"avg_response\": 13.755555555555556}, {\"pdays\": \"99\", \"support\": 45, \"avg_response\": 12.177777777777777}, {\"pdays\": \"356\", \"support\": 45, \"avg_response\": 12.022222222222222}, {\"pdays\": \"172\", \"support\": 44, \"avg_response\": 14.068181818181818}, {\"pdays\": \"371\", \"support\": 44, \"avg_response\": 13.545454545454545}, {\"pdays\": \"344\", \"support\": 44, \"avg_response\": 11.795454545454545}, {\"pdays\": \"150\", \"support\": 43, \"avg_response\": 17.837209302325583}, {\"pdays\": \"87\", \"support\": 43, \"avg_response\": 17.13953488372093}, {\"pdays\": \"179\", \"support\": 43, \"avg_response\": 15.604651162790697}, {\"pdays\": \"187\", \"support\": 43, \"avg_response\": 14.093023255813954}, {\"pdays\": \"170\", \"support\": 43, \"avg_response\": 12.627906976744185}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a95bc32117746dd03c60956078f765031eab895 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.966170+00:00", + "ended_at": "2026-05-04T07:37:07.999241+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9b513b37365cb25c", + "problem_id": "v2p_m8_3621ff8f607a5383", + "dataset_id": "m8", + "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=day, key_col=pdays.", + "bindings": { + "key_col": "pdays", + "measure_col": "day", + "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_c\\m8\\sql\\v2q_m8_9b513b37365cb25c.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_c/m8/artifacts/v2q_m8_9b513b37365cb25c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b513b37365cb25c/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_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f5b32385396f59080a368915e8dc3b543b6b667 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9220, "bytes_utf8": 9220, "lines": 303, "estimated_tokens": 2574}} +{"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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22665, "cached_input_tokens": 19840, "output_tokens": 123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d86b1853889f2c2a8ba4fa9b0ea784a0fdd610f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9b866509461242a6", + "api_calls": 0, + "input_tokens": 22665, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2574, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11333.52, + "sql_execution_elapsed_ms_total": 31.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9b866509461242a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc0162dd5910fddc394dce49da6d1bb9bb1cb454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/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": "2026-05-04T06:56:22.141330+00:00", + "ended_at": "2026-05-04T06:56:33.478880+00:00", + "elapsed_ms": 11333.52, + "prompt_metrics": { + "chars": 9220, + "bytes_utf8": 9220, + "lines": 303, + "estimated_tokens": 2574 + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22665, + "cached_input_tokens": 19840, + "output_tokens": 123 + } + }, + "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_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6772be99ada8986692038ed45c8fe6c927eac2f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=marital, condition_col=education.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "marital", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9701fd3b116d479ab0f4639e710407fd9e9e1c05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-0f40-7970-aa41-d699ed910ecf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"marital\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"marital\\\" and condition_col=\\\"education\\\", using condition_value='secondary'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22665,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1d6f22aa15e9f34e826f310adf666d07837366f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"marital\",\n AVG(CASE WHEN \"education\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"marital\" and condition_col=\"education\", using condition_value='secondary'. 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_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d1c657b960d534d93103b1926bb7f4bbc21ce5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:22.422851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:25.105179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:32.685708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c8d93b138d8fc2bbb00f5d0c2b82be72fe3675b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/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=marital, condition_col=education. +Result preview: [{"marital": "divorced", "condition_rate": 0.5406183983099674}, {"marital": "single", "condition_rate": 0.517357310398749}, {"marital": "married", "condition_rate": 0.5059895641948997}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8d4e8aeb300c9bc208f8f41b4b730da702c1fa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9b866509461242a6 +-- problem_id: v2p_m8_a6cb99584c3a6dd9 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", + AVG(CASE WHEN "education" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "marital" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c00569454fbca0463de23f718cb5a7a29bdd5ff2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/query_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 \"marital\",\n AVG(CASE WHEN \"education\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"marital\\\",\\n AVG(CASE WHEN \\\"education\\\" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"marital\", \"condition_rate\"], \"rows\": [{\"marital\": \"divorced\", \"condition_rate\": 0.5406183983099674}, {\"marital\": \"single\", \"condition_rate\": 0.517357310398749}, {\"marital\": \"married\", \"condition_rate\": 0.5059895641948997}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22822f9097ee7b916d72688a5d3a5d3e5ce5947b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:56:22.138110+00:00", + "ended_at": "2026-05-04T06:56:33.536508+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9b866509461242a6", + "problem_id": "v2p_m8_a6cb99584c3a6dd9", + "dataset_id": "m8", + "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=marital, condition_col=education.", + "bindings": { + "group_col": "marital", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_9b866509461242a6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9b866509461242a6", + "api_calls": 0, + "input_tokens": 22665, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22788, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2574, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11333.52, + "sql_execution_elapsed_ms_total": 31.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9b866509461242a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4c26abdd4901b9058397c3f487647ae73e4ece4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9b866509461242a6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:33.496474+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11333.52, "started_at": "2026-05-04T06:56:22.141330+00:00", "ended_at": "2026-05-04T06:56:33.478880+00:00", "prompt_metrics": {"chars": 9220, "bytes_utf8": 9220, "lines": 303, "estimated_tokens": 2574}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22665, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T06:56:22.422851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:25.105179Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "default", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "success", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..90df4be42ed9f8e33fd79c4f8995830468226f64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-78a3-7690-a202-ec7058f71a80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'success'\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template and fixed bindings: group_col=\\\"default\\\", predicate_col=\\\"poutcome\\\", predicate_op=\\\"=\\\", predicate_value='success', top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b97aadb115fed944ad34ca062b43935e287899a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'success'\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required template and fixed bindings: group_col=\"default\", predicate_col=\"poutcome\", predicate_op=\"=\", predicate_value='success', top_k=19. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1913d3206ab27e3974790b2100974cc8fad7c539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:18.074209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:21.098672Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:32.469129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd4ec279be77cd63b6c2f05e41be3b3436e96a26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/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=default. +Result preview: [{"default": "no", "support": 1509}, {"default": "yes", "support": 2}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a9305ff5adbc5fcdceda079ee149e5c67066401 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9d2aa9634bdee9ba +-- problem_id: v2p_m8_5a1a94eac33fcbb3 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'success' +GROUP BY "default" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51a24c5f8c2aab41e0a4b84dc3a2003c10682128 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/query_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 \"default\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'success'\nGROUP BY \"default\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"default\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'success'\\nGROUP BY \\\"default\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"default\", \"support\"], \"rows\": [{\"default\": \"no\", \"support\": 1509}, {\"default\": \"yes\", \"support\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..487d4c6f4fb498273ade48f83339f09947716439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:14:17.719404+00:00", + "ended_at": "2026-05-04T07:14:33.140404+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9d2aa9634bdee9ba", + "problem_id": "v2p_m8_5a1a94eac33fcbb3", + "dataset_id": "m8", + "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=default.", + "bindings": { + "group_col": "default", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "success", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_9d2aa9634bdee9ba.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9d2aa9634bdee9ba", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15352.83, + "sql_execution_elapsed_ms_total": 14.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9d2aa9634bdee9ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cc0c355f5ae41e16f645762274ee9e72aa09d37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d2aa9634bdee9ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:33.099938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15352.83, "started_at": "2026-05-04T07:14:17.727260+00:00", "ended_at": "2026-05-04T07:14:33.080504+00:00", "prompt_metrics": {"chars": 9149, "bytes_utf8": 9149, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:14:18.074209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:21.098672Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=contact, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "contact", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aee84192abbbbce24b9f8a72aa1a5e90bed497e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-9891-7d92-a04d-59914a277982"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"contact\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"contact\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"contact\\\" and measure_col bound to \\\"day\\\". CAST to REAL was added because the schema stores \\\"day\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22610,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d45109a343567c98fca73f995c9258c921f75ede --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"contact\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"contact\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"contact\" and measure_col bound to \"day\". CAST to REAL was added because the schema stores \"day\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0cc6077c1abe7ea88324272fdfc286b2b79195f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:14.198965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:16.570957Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:25.734319Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d540c983bfc1da6822e212acb91815274c452dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/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=contact, measure_col=day. +Result preview: [{"contact": "telephone", "avg_measure": 16.55746730901583}, {"contact": "cellular", "avg_measure": 15.930305617210175}, {"contact": "unknown", "avg_measure": 15.360138248847926}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d60ba22f3a72bf501431976ede5958d6f7bef67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9d7814451d28f7ea +-- problem_id: v2p_m8_41eb6fe978be461c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "contact", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "contact") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35733789198ddffcdf1268d33b317ae524a72da3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/query_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 \"contact\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"contact\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"contact\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"contact\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"contact\", \"avg_measure\"], \"rows\": [{\"contact\": \"telephone\", \"avg_measure\": 16.55746730901583}, {\"contact\": \"cellular\", \"avg_measure\": 15.930305617210175}, {\"contact\": \"unknown\", \"avg_measure\": 15.360138248847926}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 139.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..156b8764ade68e652636863cf168d6b98e372675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:00:13.902964+00:00", + "ended_at": "2026-05-04T07:00:26.922076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9d7814451d28f7ea", + "problem_id": "v2p_m8_41eb6fe978be461c", + "dataset_id": "m8", + "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=contact, measure_col=day.", + "bindings": { + "group_col": "contact", + "measure_col": "day", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_9d7814451d28f7ea.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9d7814451d28f7ea", + "api_calls": 0, + "input_tokens": 22610, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22723, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2519, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12845.66, + "sql_execution_elapsed_ms_total": 139.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9d7814451d28f7ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f4b3fb4c4ab4bda683860c84f6d62331b73a192 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9d7814451d28f7ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:26.773436+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12845.66, "started_at": "2026-05-04T07:00:13.910828+00:00", "ended_at": "2026-05-04T07:00:26.756162+00:00", "prompt_metrics": {"chars": 9029, "bytes_utf8": 9029, "lines": 300, "estimated_tokens": 2519}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22610, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:00:14.198965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:16.570957Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=education, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "education", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41d77fccc2294a9c1aee3fe257db3cf55478662c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-5e0c-71f3-add0-1e3dd066ab89"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"education\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"education\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=education, target_col=y, and target_value='no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fe6a574565426737476eadff9e1a1fe9c46443e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"education\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"education\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=education, target_col=y, and target_value='no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fb4d3e28a4ddccd7afbc4baaf6fe4404705f569 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:14.884669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:17.284668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:27.147952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72ec9bc7b09b18c9159f771bb3ca34fa5309f587 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=education, target_col=y. +Result preview: [{"age": "18", "education": "secondary", "target_rate": 1.0}, {"age": "20", "education": "tertiary", "target_rate": 1.0}, {"age": "68", "education": "unknown", "target_rate": 1.0}, {"age": "70", "education": "unknown", "target_rate": 1.0}, {"age": "74", "education": "unknown", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa70b60aea50d127abdd4e4568ee4eecb3d56fbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_9ea907ae9a2cea8d +-- problem_id: v2p_m8_91cd67c7a4307dfb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "education", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "education" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73ff4d87caeab4e1931b745d999dde6c5debb10c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/query_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_two_dim_target_rate\nSELECT \"age\", \"education\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"education\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"education\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"education\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"education\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"20\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"68\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"70\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"74\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"79\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"80\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"80\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"81\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"81\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"82\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"83\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"83\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"85\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"86\", \"education\": \"unknown\", \"target_rate\": 1.0}, {\"age\": \"87\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"88\", \"education\": \"primary\", \"target_rate\": 1.0}, {\"age\": \"88\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"89\", \"education\": \"primary\", \"target_rate\": 1.0}, {\"age\": \"89\", \"education\": \"tertiary\", \"target_rate\": 1.0}, {\"age\": \"94\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"95\", \"education\": \"secondary\", \"target_rate\": 1.0}, {\"age\": \"59\", \"education\": \"unknown\", \"target_rate\": 0.9743589743589743}, {\"age\": \"37\", \"education\": \"primary\", \"target_rate\": 0.9692307692307692}, {\"age\": \"54\", \"education\": \"primary\", \"target_rate\": 0.9691358024691358}, {\"age\": \"39\", \"education\": \"primary\", \"target_rate\": 0.961038961038961}, {\"age\": \"56\", \"education\": \"unknown\", \"target_rate\": 0.9607843137254902}, {\"age\": \"48\", \"education\": \"unknown\", \"target_rate\": 0.9591836734693877}, {\"age\": \"47\", \"education\": \"primary\", \"target_rate\": 0.9567307692307693}, {\"age\": \"52\", \"education\": \"primary\", \"target_rate\": 0.9540816326530612}, {\"age\": \"31\", \"education\": \"unknown\", \"target_rate\": 0.9534883720930233}, {\"age\": \"33\", \"education\": \"primary\", \"target_rate\": 0.9520958083832335}, {\"age\": \"51\", \"education\": \"unknown\", \"target_rate\": 0.95}, {\"age\": \"46\", \"education\": \"primary\", \"target_rate\": 0.9493670886075949}, {\"age\": \"43\", \"education\": \"primary\", \"target_rate\": 0.9487179487179487}, {\"age\": \"45\", \"education\": \"primary\", \"target_rate\": 0.9467213114754098}, {\"age\": \"53\", \"education\": \"unknown\", \"target_rate\": 0.9454545454545454}, {\"age\": \"49\", \"education\": \"unknown\", \"target_rate\": 0.9428571428571428}, {\"age\": \"55\", \"education\": \"primary\", \"target_rate\": 0.9425287356321839}, {\"age\": \"30\", \"education\": \"unknown\", \"target_rate\": 0.9411764705882353}, {\"age\": \"57\", \"education\": \"primary\", \"target_rate\": 0.9411764705882353}, {\"age\": \"44\", \"education\": \"secondary\", \"target_rate\": 0.9395973154362416}, {\"age\": \"40\", \"education\": \"primary\", \"target_rate\": 0.9393939393939394}, {\"age\": \"50\", \"education\": \"primary\", \"target_rate\": 0.9393939393939394}, {\"age\": \"48\", \"education\": \"primary\", \"target_rate\": 0.9390862944162437}, {\"age\": \"38\", \"education\": \"primary\", \"target_rate\": 0.9388888888888889}, {\"age\": \"32\", \"education\": \"primary\", \"target_rate\": 0.9385474860335196}, {\"age\": \"29\", \"education\": \"primary\", \"target_rate\": 0.9361702127659575}, {\"age\": \"30\", \"education\": \"primary\", \"target_rate\": 0.9354838709677419}, {\"age\": \"31\", \"education\": \"primary\", \"target_rate\": 0.935251798561151}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 165.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..455a0c3292709c6333a37c0b0b1d1857879f1eba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:51:14.691810+00:00", + "ended_at": "2026-05-04T06:51:28.231964+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9ea907ae9a2cea8d", + "problem_id": "v2p_m8_91cd67c7a4307dfb", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=education, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "education", + "target_col": "y", + "target_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_9ea907ae9a2cea8d.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9ea907ae9a2cea8d", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22836, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13341.08, + "sql_execution_elapsed_ms_total": 165.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9ea907ae9a2cea8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cd9bf18f34ce551c870f6eb27eba30d3d75261a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ea907ae9a2cea8d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:28.058146+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13341.08, "started_at": "2026-05-04T06:51:14.699386+00:00", "ended_at": "2026-05-04T06:51:28.040687+00:00", "prompt_metrics": {"chars": 9243, "bytes_utf8": 9243, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:51:14.884669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:17.284668Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=poutcome.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "poutcome", + "predicate_col": "balance", + "predicate_op": ">=", + "predicate_value": 1428.0, + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec2c75410af4e6727bc5898119f7ad07e973e2e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-fdf3-7ef0-9ffd-7dead753e8e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"balance\\\" AS REAL) >= 1428.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"poutcome\\\" and predicate_col bound to \\\"balance\\\". CAST to REAL is applied because the schema snapshot shows \\\"balance\\\" stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22654,"cached_input_tokens":19840,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bbd9f8ce54ff7f806596a462026f898e8a92c9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"poutcome\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"balance\" AS REAL) >= 1428.0\nGROUP BY \"poutcome\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"poutcome\" and predicate_col bound to \"balance\". CAST to REAL is applied because the schema snapshot shows \"balance\" stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e47545bd482113c8a5cc26ecae312ab48180c8fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:35.489714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:37.868592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:45.413967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c53fc01e7d474bd00b52ab022cadb7f38c5436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/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=poutcome. +Result preview: [{"poutcome": "unknown", "support": 8870}, {"poutcome": "failure", "support": 1361}, {"poutcome": "success", "support": 571}, {"poutcome": "other", "support": 502}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d468d13614fc3ab7ecbfe0c896551215a1adf221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9ed6a3f3f22eed26 +-- problem_id: v2p_m8_540f016bb375d686 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS support +FROM "m8" +WHERE CAST("balance" AS REAL) >= 1428.0 +GROUP BY "poutcome" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a8d590d3386ae40f1dd08a632caace088ef9503 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/query_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 \"poutcome\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"balance\" AS REAL) >= 1428.0\nGROUP BY \"poutcome\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"poutcome\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"balance\\\" AS REAL) >= 1428.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"poutcome\", \"support\"], \"rows\": [{\"poutcome\": \"unknown\", \"support\": 8870}, {\"poutcome\": \"failure\", \"support\": 1361}, {\"poutcome\": \"success\", \"support\": 571}, {\"poutcome\": \"other\", \"support\": 502}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff69182f69da2631328354c6830a4a02900b5e58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:11:35.239272+00:00", + "ended_at": "2026-05-04T07:11:46.338930+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_9ed6a3f3f22eed26", + "problem_id": "v2p_m8_540f016bb375d686", + "dataset_id": "m8", + "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=poutcome.", + "bindings": { + "group_col": "poutcome", + "predicate_col": "balance", + "predicate_op": ">=", + "predicate_value": 1428.0, + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_9ed6a3f3f22eed26.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9ed6a3f3f22eed26", + "api_calls": 0, + "input_tokens": 22654, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 22785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11049.45, + "sql_execution_elapsed_ms_total": 16.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9ed6a3f3f22eed26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6322ad06edef9f0cb4dd073c7caf91abde0768fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:46.313888+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11049.45, "started_at": "2026-05-04T07:11:35.246997+00:00", "ended_at": "2026-05-04T07:11:46.296847+00:00", "prompt_metrics": {"chars": 9148, "bytes_utf8": 9148, "lines": 302, "estimated_tokens": 2565}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22654, "cached_input_tokens": 19840, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:11:35.489714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:37.868592Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1428.0\\nGROUP BY \\\"poutcome\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"poutcome\\\" and predicate_col bound to \\\"balance\\\". CAST to REAL is applied because the schema snapshot shows \\\"balance\\\" stored as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b7eb378a4f095eea40d7576db7b503fd1eaa018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_9ed6a3f3f22eed26/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_9ed6a3f3f22eed26", + "api_calls": 0, + "input_tokens": 22654, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 22785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2565, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11049.45, + "sql_execution_elapsed_ms_total": 16.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_9ed6a3f3f22eed26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5c1351559877d952aa2a78e6f06a954d3c56b7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9104, "bytes_utf8": 9104, "lines": 300, "estimated_tokens": 2555}} +{"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": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22644, "cached_input_tokens": 6528, "output_tokens": 138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e2d28b2024e328621687161d21e1118461928f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1a7d7c5563f5ef0", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 6528, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15127.57, + "sql_execution_elapsed_ms_total": 31.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a1a7d7c5563f5ef0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9b0a7b4534a2a6d8c99b55169478ed573896227 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/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": "2026-05-04T07:18:06.318820+00:00", + "ended_at": "2026-05-04T07:18:21.446598+00:00", + "elapsed_ms": 15127.57, + "prompt_metrics": { + "chars": 9104, + "bytes_utf8": 9104, + "lines": 300, + "estimated_tokens": 2555 + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22644, + "cached_input_tokens": 6528, + "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_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1648cc27e02978752b71a23d2e678d70ff949bb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=marital, measure_col=balance.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..471ac5f191cc8ffeed40a4cf82a66b7529bf6b64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-032e-7923-bede-a60523c7af92"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"marital\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for a valid SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":6528,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0767e9d0aee80923ba1280cd553e7abd1a9fba3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"marital\" and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for a valid SQLite average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38c510046d521a1d2d7bfc90d83ec8264fbcfe2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:10.131904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:12.516092Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:20.311585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2875326d9efc7a436ce66fb5b958d0465b8c0285 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=marital, measure_col=balance. +Result preview: [{"marital": "divorced", "avg_measure": 1178.8722873055501, "support": 5207}, {"marital": "married", "avg_measure": 1425.9255897699713, "support": 27214}, {"marital": "single", "avg_measure": 1301.4976544175138, "support": 12790}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f70cd027cd9fba69f7bb64516b433293e9b6cf30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_a1a7d7c5563f5ef0 +-- problem_id: v2p_m8_90c0a9a76e6d930a +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd9a4a16435abeaf5e91651b7117bfbf8fe48adb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/query_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_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\", \"columns\": [\"marital\", \"avg_measure\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"avg_measure\": 1178.8722873055501, \"support\": 5207}, {\"marital\": \"married\", \"avg_measure\": 1425.9255897699713, \"support\": 27214}, {\"marital\": \"single\", \"avg_measure\": 1301.4976544175138, \"support\": 12790}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65ddb66d942ae962f5c90ec564f9f47711667087 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:18:06.306858+00:00", + "ended_at": "2026-05-04T07:18:21.506710+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a1a7d7c5563f5ef0", + "problem_id": "v2p_m8_90c0a9a76e6d930a", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=marital, measure_col=balance.", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_a1a7d7c5563f5ef0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1a7d7c5563f5ef0", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 6528, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15127.57, + "sql_execution_elapsed_ms_total": 31.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a1a7d7c5563f5ef0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13e0600392c3fe866abe1154a7c965517c801500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:21.466280+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15127.57, "started_at": "2026-05-04T07:18:06.318820+00:00", "ended_at": "2026-05-04T07:18:21.446598+00:00", "prompt_metrics": {"chars": 9104, "bytes_utf8": 9104, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22644, "cached_input_tokens": 6528, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:18:10.131904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:12.516092Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"marital\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for a valid SQLite average.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08af1fdf84464a1c42ea8db12b6c551dd3fc9fa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a1a7d7c5563f5ef0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a1a7d7c5563f5ef0", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 6528, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15127.57, + "sql_execution_elapsed_ms_total": 31.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a1a7d7c5563f5ef0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39d0cd136cd73f0046a2e6872cb8d06dec52fecf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9287, "bytes_utf8": 9287, "lines": 301, "estimated_tokens": 2624}} +{"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": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 19840, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6aa17f5d2bd662fb17d00344ce132467551afcdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a2158d4310445dbe", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 19840, + "output_tokens": 172, + "total_tokens": 22885, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14074.85, + "sql_execution_elapsed_ms_total": 31.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a2158d4310445dbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..db96e6e428b7be6bf8082e4795a4b7c2d360e804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/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": "2026-05-04T07:33:39.903886+00:00", + "ended_at": "2026-05-04T07:33:53.978922+00:00", + "elapsed_ms": 14074.85, + "prompt_metrics": { + "chars": 9287, + "bytes_utf8": 9287, + "lines": 301, + "estimated_tokens": 2624 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13149 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22713, + "cached_input_tokens": 19840, + "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_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d37e20c4dcd704b2c4b64e7dac7151eab5df1274 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "contact", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..596c7ce9b585c84143926c0b5d7ccaf9d432ec4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-3493-7d90-bb91-d0a37e2b85dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"contact\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"contact\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":19840,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b86004a978acae930fb4bc87ffa095f2fcc5223e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"contact\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"contact\", target_col=\"y\", target_value='yes', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8776425948a1a9db531c66c6539ec659de2eb2db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:40.201247Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:42.806987Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:53.038309Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edf8c3c4c37ad0f34c6e6c18ed987a65834c015e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, target_col=y. +Result preview: [{"contact": "cellular", "support": 29285, "focus_rate": 0.14918900460986853}, {"contact": "telephone", "support": 2906, "focus_rate": 0.13420509291121818}, {"contact": "unknown", "support": 13020, "focus_rate": 0.040706605222734255}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95a389308d516c3c26b715d4c91652553ff0f8ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_a2158d4310445dbe +-- problem_id: v2p_m8_285d263b95d9926b +-- realization_mode: agent +-- source_kind: agent +SELECT + "contact", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "contact" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2261542f852b0aa108fc40133a752a5417a5d762 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/query_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_target_rate_extremes_v2\nSELECT\n \"contact\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"contact\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"contact\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"contact\", \"support\", \"focus_rate\"], \"rows\": [{\"contact\": \"cellular\", \"support\": 29285, \"focus_rate\": 0.14918900460986853}, {\"contact\": \"telephone\", \"support\": 2906, \"focus_rate\": 0.13420509291121818}, {\"contact\": \"unknown\", \"support\": 13020, \"focus_rate\": 0.040706605222734255}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1406a45babbb70a238726adf9d0c9d0982e2a665 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:33:39.895073+00:00", + "ended_at": "2026-05-04T07:33:54.036209+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a2158d4310445dbe", + "problem_id": "v2p_m8_285d263b95d9926b", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=contact, target_col=y.", + "bindings": { + "group_col": "contact", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_a2158d4310445dbe.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a2158d4310445dbe", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 19840, + "output_tokens": 172, + "total_tokens": 22885, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14074.85, + "sql_execution_elapsed_ms_total": 31.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a2158d4310445dbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..accf4b8d00d35d7cb3d317c4feb6a019b6a9eb0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:53.996604+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14074.85, "started_at": "2026-05-04T07:33:39.903886+00:00", "ended_at": "2026-05-04T07:33:53.978922+00:00", "prompt_metrics": {"chars": 9287, "bytes_utf8": 9287, "lines": 301, "estimated_tokens": 2624}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 19840, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:33:40.201247Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:42.806987Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"contact\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf7f929cb15536b0d12f309b9c69ad8e05cce77c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a2158d4310445dbe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a2158d4310445dbe", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 19840, + "output_tokens": 172, + "total_tokens": 22885, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14074.85, + "sql_execution_elapsed_ms_total": 31.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a2158d4310445dbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e925a0eb973c08151b9c0c2a0a9ec660ca406c45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "may", "support": 13766, "support_share": 0.3044834221760191, "cumulative_support": 13766}, {"value_label": "jul", "support": 6895, "support_share": 0.15250713321979165, "cumulative_support": 20661}, {"value_label": "aug", "support": 6247, "support_share": 0.13817433810355886, "cumulative_support": 26908}, {"value_label": "jun", "support": 5341, "support_share": 0.11813496715401119, "cumulative_support": 32249}, {"value_label": "nov", "support": 3970, "support_share": 0.08781048859790759, "cumulative_support": 36219}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25348372b6ca376a4a4a995b42063ab249a84e12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a3bb2a3db7fe3692 +-- problem_id: v2p_m8_6f24df1f4a23c122 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "m8" + 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_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f077e76d346304625c2b08ab26ec4c5a7def4c9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/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_c\n-- sql_source_dataset_id: m8\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_m8_a3bb2a3db7fe3692\n-- problem_id: v2p_m8_6f24df1f4a23c122\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"month\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_a3bb2a3db7fe3692\\n-- problem_id: v2p_m8_6f24df1f4a23c122\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"month\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\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\": 13766, \"support_share\": 0.3044834221760191, \"cumulative_support\": 13766}, {\"value_label\": \"jul\", \"support\": 6895, \"support_share\": 0.15250713321979165, \"cumulative_support\": 20661}, {\"value_label\": \"aug\", \"support\": 6247, \"support_share\": 0.13817433810355886, \"cumulative_support\": 26908}, {\"value_label\": \"jun\", \"support\": 5341, \"support_share\": 0.11813496715401119, \"cumulative_support\": 32249}, {\"value_label\": \"nov\", \"support\": 3970, \"support_share\": 0.08781048859790759, \"cumulative_support\": 36219}, {\"value_label\": \"apr\", \"support\": 2932, \"support_share\": 0.06485147419875693, \"cumulative_support\": 39151}, {\"value_label\": \"feb\", \"support\": 2649, \"support_share\": 0.058591935590896024, \"cumulative_support\": 41800}, {\"value_label\": \"jan\", \"support\": 1403, \"support_share\": 0.031032270907522506, \"cumulative_support\": 43203}, {\"value_label\": \"oct\", \"support\": 738, \"support_share\": 0.01632346110459844, \"cumulative_support\": 43941}, {\"value_label\": \"sep\", \"support\": 579, \"support_share\": 0.012806617858485766, \"cumulative_support\": 44520}, {\"value_label\": \"mar\", \"support\": 477, \"support_share\": 0.010550529738338015, \"cumulative_support\": 44997}, {\"value_label\": \"dec\", \"support\": 214, \"support_share\": 0.00473336135011391, \"cumulative_support\": 45211}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25e8f7b8a3e6313c560537049b80f36030af6a16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.435367+00:00", + "ended_at": "2026-05-04T07:37:06.462193+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a3bb2a3db7fe3692", + "problem_id": "v2p_m8_6f24df1f4a23c122", + "dataset_id": "m8", + "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=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_c\\m8\\sql\\v2q_m8_a3bb2a3db7fe3692.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_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3bb2a3db7fe3692/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_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3736aa108c650f87b88ef97abbd4244a8b9ce5c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"campaign": "1", "support": 17544, "avg_response": 1415.06064751482}, {"campaign": "2", "support": 12505, "avg_response": 1365.0083966413436}, {"campaign": "3", "support": 5521, "avg_response": 1350.6163738453179}, {"campaign": "4", "support": 3522, "avg_response": 1249.4355479841}, {"campaign": "5", "support": 1764, "avg_response": 1234.3718820861677}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ddd120f75ac6c0d51089bad3ce191b869896bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a3ce9eb574e13151 +-- problem_id: v2p_m8_9b29ad75406bc5fe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16bb703939ffbb7aa9d83dee6d54f83740964b51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/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_c\n-- sql_source_dataset_id: m8\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_m8_a3ce9eb574e13151\n-- problem_id: v2p_m8_9b29ad75406bc5fe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_a3ce9eb574e13151\\n-- problem_id: v2p_m8_9b29ad75406bc5fe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 1415.06064751482}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 1365.0083966413436}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 1350.6163738453179}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 1249.4355479841}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 1234.3718820861677}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 1313.9054996127034}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 1382.9836734693877}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 1303.9814814814815}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 1671.3180428134556}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 1227.345864661654}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 1338.7860696517414}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 1108.1225806451612}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 1011.3834586466165}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 1197.967741935484}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 810.1071428571429}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 883.6708860759494}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 1121.8115942028985}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 1616.4705882352941}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 1147.590909090909}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 1722.139534883721}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 1071.7142857142858}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 536.695652173913}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 2083.818181818182}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 1070.1363636363637}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 362.55}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 1054.0}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 467.3125}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 312.84615384615387}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 3871.1666666666665}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 1314.7}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 691.6666666666666}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 1199.625}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 772.5}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 82.8}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..180c4b2d740514ab96fe04332cdf94491ce08970 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.759624+00:00", + "ended_at": "2026-05-04T07:37:07.801335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a3ce9eb574e13151", + "problem_id": "v2p_m8_9b29ad75406bc5fe", + "dataset_id": "m8", + "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=balance, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "balance", + "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_c\\m8\\sql\\v2q_m8_a3ce9eb574e13151.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_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a3ce9eb574e13151/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_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12e98abca1a4b4678bf33fa5e4423e1be3ea6899 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9238, "bytes_utf8": 9238, "lines": 303, "estimated_tokens": 2608}} +{"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": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22699, "cached_input_tokens": 3456, "output_tokens": 144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c349219e64e5cbcbbe3cb5badd12360255c187b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a45ada0752d77417", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 3456, + "output_tokens": 144, + "total_tokens": 22843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10864.47, + "sql_execution_elapsed_ms_total": 115.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a45ada0752d77417\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9881fef33782a0e28ec33dccc6b0192912852d83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/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": "2026-05-04T06:52:05.904499+00:00", + "ended_at": "2026-05-04T06:52:16.769134+00:00", + "elapsed_ms": 10864.47, + "prompt_metrics": { + "chars": 9238, + "bytes_utf8": 9238, + "lines": 303, + "estimated_tokens": 2608 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22699, + "cached_input_tokens": 3456, + "output_tokens": 144 + } + }, + "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_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03fc9ee184b34752857739bb4e9f8efcc2157bc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=housing, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f244c0f9d779b01d894b45cf87492fbbdeace4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-2617-7d91-9343-9d945b2211f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=housing, target_col=y, and target_value='no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":3456,"output_tokens":144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1de053cf067e9956422f80a2f63cfb755cc48c98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"housing\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=housing, target_col=y, and target_value='no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aa87fe2fccf9bc84d22125bdde9d0360a096223 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:06.104063Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:08.387411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:15.996336Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f364f52c91ba227013a875598f73c98967d146e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=housing, target_col=y. +Result preview: [{"age": "74", "housing": "yes", "target_rate": 1.0}, {"age": "88", "housing": "no", "target_rate": 1.0}, {"age": "89", "housing": "no", "target_rate": 1.0}, {"age": "94", "housing": "no", "target_rate": 1.0}, {"age": "21", "housing": "yes", "target_rate": 0.9565217391304348}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd7e1668fe8bd8d00c7ec6913cd59a4584bed304 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_a45ada0752d77417 +-- problem_id: v2p_m8_2d332e4979ff181c +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..453d13523eb8e604b1455802d7c8bf61c9d8117e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/query_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_two_dim_target_rate\nSELECT \"age\", \"housing\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"housing\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"housing\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"housing\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"housing\", \"target_rate\"], \"rows\": [{\"age\": \"74\", \"housing\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"88\", \"housing\": \"no\", \"target_rate\": 1.0}, {\"age\": \"89\", \"housing\": \"no\", \"target_rate\": 1.0}, {\"age\": \"94\", \"housing\": \"no\", \"target_rate\": 1.0}, {\"age\": \"21\", \"housing\": \"yes\", \"target_rate\": 0.9565217391304348}, {\"age\": \"50\", \"housing\": \"yes\", \"target_rate\": 0.954070981210856}, {\"age\": \"54\", \"housing\": \"yes\", \"target_rate\": 0.9536082474226805}, {\"age\": \"57\", \"housing\": \"yes\", \"target_rate\": 0.9483870967741935}, {\"age\": \"51\", \"housing\": \"yes\", \"target_rate\": 0.9475890985324947}, {\"age\": \"43\", \"housing\": \"yes\", \"target_rate\": 0.9451476793248945}, {\"age\": \"56\", \"housing\": \"yes\", \"target_rate\": 0.9446254071661238}, {\"age\": \"44\", \"housing\": \"yes\", \"target_rate\": 0.9429763560500696}, {\"age\": \"55\", \"housing\": \"yes\", \"target_rate\": 0.9408284023668639}, {\"age\": \"53\", \"housing\": \"yes\", \"target_rate\": 0.9402298850574713}, {\"age\": \"48\", \"housing\": \"yes\", \"target_rate\": 0.9365079365079365}, {\"age\": \"40\", \"housing\": \"yes\", \"target_rate\": 0.9320712694877505}, {\"age\": \"37\", \"housing\": \"yes\", \"target_rate\": 0.9317118802619271}, {\"age\": \"52\", \"housing\": \"yes\", \"target_rate\": 0.9315403422982885}, {\"age\": \"22\", \"housing\": \"yes\", \"target_rate\": 0.9310344827586207}, {\"age\": \"47\", \"housing\": \"yes\", \"target_rate\": 0.9310344827586207}, {\"age\": \"45\", \"housing\": \"yes\", \"target_rate\": 0.9306184012066365}, {\"age\": \"31\", \"housing\": \"yes\", \"target_rate\": 0.9299103504482478}, {\"age\": \"46\", \"housing\": \"yes\", \"target_rate\": 0.9295774647887324}, {\"age\": \"58\", \"housing\": \"yes\", \"target_rate\": 0.9270833333333334}, {\"age\": \"41\", \"housing\": \"yes\", \"target_rate\": 0.9258809234507898}, {\"age\": \"36\", \"housing\": \"yes\", \"target_rate\": 0.9258266309204647}, {\"age\": \"33\", \"housing\": \"yes\", \"target_rate\": 0.9244094488188976}, {\"age\": \"38\", \"housing\": \"yes\", \"target_rate\": 0.9224043715846995}, {\"age\": \"34\", \"housing\": \"yes\", \"target_rate\": 0.9221604447974583}, {\"age\": \"42\", \"housing\": \"yes\", \"target_rate\": 0.9187096774193548}, {\"age\": \"39\", \"housing\": \"yes\", \"target_rate\": 0.9171151776103337}, {\"age\": \"32\", \"housing\": \"yes\", \"target_rate\": 0.9154716981132075}, {\"age\": \"29\", \"housing\": \"yes\", \"target_rate\": 0.914780292942743}, {\"age\": \"35\", \"housing\": \"yes\", \"target_rate\": 0.9132569558101473}, {\"age\": \"30\", \"housing\": \"yes\", \"target_rate\": 0.9113300492610837}, {\"age\": \"49\", \"housing\": \"yes\", \"target_rate\": 0.9089147286821705}, {\"age\": \"59\", \"housing\": \"yes\", \"target_rate\": 0.907258064516129}, {\"age\": \"23\", \"housing\": \"yes\", \"target_rate\": 0.90625}, {\"age\": \"26\", \"housing\": \"yes\", \"target_rate\": 0.9033816425120773}, {\"age\": \"28\", \"housing\": \"yes\", \"target_rate\": 0.9019607843137255}, {\"age\": \"27\", \"housing\": \"yes\", \"target_rate\": 0.9}, {\"age\": \"48\", \"housing\": \"no\", \"target_rate\": 0.8985801217038539}, {\"age\": \"42\", \"housing\": \"no\", \"target_rate\": 0.8972162740899358}, {\"age\": \"25\", \"housing\": \"yes\", \"target_rate\": 0.8947368421052632}, {\"age\": \"56\", \"housing\": \"no\", \"target_rate\": 0.89171974522293}, {\"age\": \"45\", \"housing\": \"no\", \"target_rate\": 0.891500904159132}, {\"age\": \"50\", \"housing\": \"no\", \"target_rate\": 0.8913043478260869}, {\"age\": \"24\", \"housing\": \"yes\", \"target_rate\": 0.8894736842105263}, {\"age\": \"58\", \"housing\": \"no\", \"target_rate\": 0.8871681415929203}, {\"age\": \"49\", \"housing\": \"no\", \"target_rate\": 0.8870292887029289}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 115.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33aa78f80f60801c80f7f635edcca12b6ab6867b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:52:05.896565+00:00", + "ended_at": "2026-05-04T06:52:16.908286+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a45ada0752d77417", + "problem_id": "v2p_m8_2d332e4979ff181c", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=housing, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "housing", + "target_col": "y", + "target_value": "no", + "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", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_a45ada0752d77417.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a45ada0752d77417", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 3456, + "output_tokens": 144, + "total_tokens": 22843, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10864.47, + "sql_execution_elapsed_ms_total": 115.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a45ada0752d77417\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef069697ac548ec4e7b31d549f154b2f42a3e9e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a45ada0752d77417/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:16.785812+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10864.47, "started_at": "2026-05-04T06:52:05.904499+00:00", "ended_at": "2026-05-04T06:52:16.769134+00:00", "prompt_metrics": {"chars": 9238, "bytes_utf8": 9238, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22699, "cached_input_tokens": 3456, "output_tokens": 144}, "stderr_preview": "2026-05-04T06:52:06.104063Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:08.387411Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=default, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..518c0068aed4f933e805ccdcaac32641f0bd4895 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-c520-7803-bf68-6daea9da9f5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template with group_col=age, group_col_2=default, and target_col=y, computing the within-group proportion of y='yes' for each age/default combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":176}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c636f25ee813d0004ce52ccc1a6152dcbdb3a39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"default\"\nORDER BY target_rate DESC;","notes":"Uses the required Two-Axis Target Rate Surface template with group_col=age, group_col_2=default, and target_col=y, computing the within-group proportion of y='yes' for each age/default combination."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c40d49e9f06be784bbaeed9d0c6cf08cd9ab5c84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:41.260564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:43.591558Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:52.091666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7437c3e49827fc837b2670a19f94c8eb6d77cb98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=default, target_col=y. +Result preview: [{"age": "71", "default": "yes", "target_rate": 1.0}, {"age": "90", "default": "no", "target_rate": 1.0}, {"age": "92", "default": "no", "target_rate": 1.0}, {"age": "93", "default": "no", "target_rate": 1.0}, {"age": "85", "default": "no", "target_rate": 0.8}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc8c960d9d10782b964acd19b5e73b578735fc35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_a507df29f0223fdf +-- problem_id: v2p_m8_4f825715f1bc1fb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..822f2d82e4eaba6986f2ed245feada4da4987174 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/query_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_two_dim_target_rate\nSELECT \"age\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"default\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"default\", \"target_rate\"], \"rows\": [{\"age\": \"71\", \"default\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"90\", \"default\": \"no\", \"target_rate\": 1.0}, {\"age\": \"92\", \"default\": \"no\", \"target_rate\": 1.0}, {\"age\": \"93\", \"default\": \"no\", \"target_rate\": 1.0}, {\"age\": \"85\", \"default\": \"no\", \"target_rate\": 0.8}, {\"age\": \"87\", \"default\": \"no\", \"target_rate\": 0.75}, {\"age\": \"18\", \"default\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"68\", \"default\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"84\", \"default\": \"no\", \"target_rate\": 0.5555555555555556}, {\"age\": \"73\", \"default\": \"no\", \"target_rate\": 0.5454545454545454}, {\"age\": \"76\", \"default\": \"no\", \"target_rate\": 0.5}, {\"age\": \"77\", \"default\": \"no\", \"target_rate\": 0.5}, {\"age\": \"95\", \"default\": \"no\", \"target_rate\": 0.5}, {\"age\": \"62\", \"default\": \"no\", \"target_rate\": 0.4875}, {\"age\": \"64\", \"default\": \"no\", \"target_rate\": 0.47297297297297297}, {\"age\": \"78\", \"default\": \"no\", \"target_rate\": 0.4666666666666667}, {\"age\": \"72\", \"default\": \"no\", \"target_rate\": 0.46153846153846156}, {\"age\": \"71\", \"default\": \"no\", \"target_rate\": 0.4528301886792453}, {\"age\": \"86\", \"default\": \"no\", \"target_rate\": 0.4444444444444444}, {\"age\": \"67\", \"default\": \"no\", \"target_rate\": 0.42592592592592593}, {\"age\": \"82\", \"default\": \"no\", \"target_rate\": 0.42105263157894735}, {\"age\": \"79\", \"default\": \"no\", \"target_rate\": 0.4}, {\"age\": \"63\", \"default\": \"no\", \"target_rate\": 0.38961038961038963}, {\"age\": \"61\", \"default\": \"no\", \"target_rate\": 0.3877551020408163}, {\"age\": \"80\", \"default\": \"no\", \"target_rate\": 0.3870967741935484}, {\"age\": \"69\", \"default\": \"no\", \"target_rate\": 0.38636363636363635}, {\"age\": \"75\", \"default\": \"no\", \"target_rate\": 0.38461538461538464}, {\"age\": \"66\", \"default\": \"no\", \"target_rate\": 0.38095238095238093}, {\"age\": \"65\", \"default\": \"no\", \"target_rate\": 0.3559322033898305}, {\"age\": \"81\", \"default\": \"no\", \"target_rate\": 0.35294117647058826}, {\"age\": \"74\", \"default\": \"no\", \"target_rate\": 0.35135135135135137}, {\"age\": \"24\", \"default\": \"yes\", \"target_rate\": 0.3333333333333333}, {\"age\": \"19\", \"default\": \"no\", \"target_rate\": 0.3142857142857143}, {\"age\": \"22\", \"default\": \"no\", \"target_rate\": 0.31007751937984496}, {\"age\": \"20\", \"default\": \"no\", \"target_rate\": 0.3}, {\"age\": \"21\", \"default\": \"no\", \"target_rate\": 0.2857142857142857}, {\"age\": \"83\", \"default\": \"no\", \"target_rate\": 0.2727272727272727}, {\"age\": \"70\", \"default\": \"no\", \"target_rate\": 0.2537313432835821}, {\"age\": \"41\", \"default\": \"yes\", \"target_rate\": 0.22727272727272727}, {\"age\": \"24\", \"default\": \"no\", \"target_rate\": 0.22297297297297297}, {\"age\": \"23\", \"default\": \"no\", \"target_rate\": 0.2222222222222222}, {\"age\": \"25\", \"default\": \"no\", \"target_rate\": 0.2173076923076923}, {\"age\": \"55\", \"default\": \"yes\", \"target_rate\": 0.18181818181818182}, {\"age\": \"26\", \"default\": \"no\", \"target_rate\": 0.16881443298969073}, {\"age\": \"60\", \"default\": \"no\", \"target_rate\": 0.166383701188455}, {\"age\": \"28\", \"default\": \"no\", \"target_rate\": 0.15670910871694418}, {\"age\": \"27\", \"default\": \"no\", \"target_rate\": 0.15550510783200908}, {\"age\": \"36\", \"default\": \"yes\", \"target_rate\": 0.15384615384615385}, {\"age\": \"29\", \"default\": \"no\", \"target_rate\": 0.1457975986277873}, {\"age\": \"27\", \"default\": \"yes\", \"target_rate\": 0.14285714285714285}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 134.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..116cdc12251bea48ae86b49423a594aa86648f8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:51:41.078905+00:00", + "ended_at": "2026-05-04T06:51:53.050623+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a507df29f0223fdf", + "problem_id": "v2p_m8_4f825715f1bc1fb7", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=default, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_a507df29f0223fdf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a507df29f0223fdf", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2725, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11800.13, + "sql_execution_elapsed_ms_total": 134.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a507df29f0223fdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7de0633b643d1ac44e6b8bc8c54bec73fb6d819 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a507df29f0223fdf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:52.908929+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11800.13, "started_at": "2026-05-04T06:51:41.087354+00:00", "ended_at": "2026-05-04T06:51:52.887205+00:00", "prompt_metrics": {"chars": 9238, "bytes_utf8": 9238, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 176}, "stderr_preview": "2026-05-04T06:51:41.260564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:43.591558Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=default, measure_col=age, condition_col=education.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "default", + "measure_col": "age", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02928ee167d3f47d7244a2af58c4c83b64e8cfa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=default, measure_col=age, condition_col=education.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "default", + "measure_col": "age", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"default\",\n CAST(\"age\" AS REAL) AS \"age\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"default\",\n \"age\",\n ROW_NUMBER() OVER (PARTITION BY \"default\" ORDER BY \"age\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"default\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"default\",\n \"age\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\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_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f4019843a9912411e1a045c9567617d67ca0c5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-2534-72c0-81ef-1249e196eea6"} +{"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 \\\"default\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"age\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"default\\\" ORDER BY \\\"age\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"default\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"age\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions after filtering to education = 'secondary'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":276}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8f11645ad74613c7c11c231120950829d1bc598 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"default\",\n CAST(\"age\" AS REAL) AS \"age\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"default\",\n \"age\",\n ROW_NUMBER() OVER (PARTITION BY \"default\" ORDER BY \"age\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"default\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"default\",\n \"age\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions after filtering to education = 'secondary'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7a850082daa9512e70a8e740209d40ee2220df6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-5cf3-7292-814f-c701c4f82d73"} +{"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 \\\"default\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"age\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"default\\\" ORDER BY \\\"age\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"default\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"age\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22936,"cached_input_tokens":21888,"output_tokens":493}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..788bbe40fba51fda3a28627a531a6f809229094a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"default\",\n CAST(\"age\" AS REAL) AS \"age\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"default\",\n \"age\",\n ROW_NUMBER() OVER (PARTITION BY \"default\" ORDER BY \"age\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"default\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"default\",\n \"age\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER))\n)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bd95e9aee27b1c11092940d6d67358b23cf35bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:06.872590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:09.473283Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:20.086879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..52694d96afc7c747d110c0a7d6787b196d2b9b4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:21.146961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:23.760281Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:38.947710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfd4b54f54a69d0a6d6e4d05341c4a23c51c1043 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/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=default, measure_col=age, condition_col=education. +Result preview: [{"default": "no", "conditional_percentile": 55.0}, {"default": "yes", "conditional_percentile": 53.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a1f789dac895972f6bdda61bb41ce031a681947 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a50b795ef0bc15e3 +-- problem_id: v2p_m8_8d8b48915ae1be41 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "default", + CAST("age" AS REAL) AS "age" + FROM "m8" + WHERE "education" = 'secondary' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "default", + "age", + ROW_NUMBER() OVER (PARTITION BY "default" ORDER BY "age") AS "rn", + COUNT(*) OVER (PARTITION BY "default") AS "cnt" + FROM "filtered" +) +SELECT + "default", + "age" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fcbfe572f3b4416cc86cb7162cc0c9a4a4c054a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/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 \"default\",\n CAST(\"age\" AS REAL) AS \"age\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"default\",\n \"age\",\n ROW_NUMBER() OVER (PARTITION BY \"default\" ORDER BY \"age\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"default\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"default\",\n \"age\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n ((0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER))\n)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"default\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"age\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"default\\\" ORDER BY \\\"age\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"default\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"age\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n ((0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"default\", \"conditional_percentile\"], \"rows\": [{\"default\": \"no\", \"conditional_percentile\": 55.0}, {\"default\": \"yes\", \"conditional_percentile\": 53.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 108.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..440690ab68454e926af74273f9c744ccd48c9811 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:04:06.550779+00:00", + "ended_at": "2026-05-04T07:04:40.165698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a50b795ef0bc15e3", + "problem_id": "v2p_m8_8d8b48915ae1be41", + "dataset_id": "m8", + "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=default, measure_col=age, condition_col=education.", + "bindings": { + "group_col": "default", + "measure_col": "age", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_a50b795ef0bc15e3.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a50b795ef0bc15e3", + "api_calls": 0, + "input_tokens": 45649, + "cached_input_tokens": 43776, + "output_tokens": 769, + "total_tokens": 46418, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5467, + "estimated_output_tokens": 471, + "estimated_total_tokens": 5938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33446.34, + "sql_execution_elapsed_ms_total": 108.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a50b795ef0bc15e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd7cfdf4b5170464ee17f74ba83190e52e90a3cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:04:20.834578+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14255.7, "started_at": "2026-05-04T07:04:06.559606+00:00", "ended_at": "2026-05-04T07:04:20.815129+00:00", "prompt_metrics": {"chars": 9470, "bytes_utf8": 9470, "lines": 305, "estimated_tokens": 2622}, "response_metrics": {"chars": 803, "bytes_utf8": 803, "lines": 1, "estimated_tokens": 228}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 276}, "stderr_preview": "2026-05-04T07:04:06.872590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:09.473283Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER))\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56fc313b034b687a72d53f02005becbe860fc400 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a50b795ef0bc15e3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a50b795ef0bc15e3", + "api_calls": 0, + "input_tokens": 45649, + "cached_input_tokens": 43776, + "output_tokens": 769, + "total_tokens": 46418, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5467, + "estimated_output_tokens": 471, + "estimated_total_tokens": 5938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33446.34, + "sql_execution_elapsed_ms_total": 108.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a50b795ef0bc15e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d015eb9629ccb416b0b8ad4f7d06a22a4838f0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"campaign": "1", "support": 17544, "avg_response": 261.05363657090743}, {"campaign": "2", "support": 12505, "avg_response": 275.3260295881647}, {"campaign": "3", "support": 5521, "avg_response": 271.6388335446477}, {"campaign": "4", "support": 3522, "avg_response": 253.19449176604203}, {"campaign": "5", "support": 1764, "avg_response": 230.55102040816325}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a756b77068d58911cbcb01715142b430ffc792c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a613f6e74733f6fd +-- problem_id: v2p_m8_0f94ff5ae9a6d77d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..441b2942aa12999ade8e90fb302fbcffd37f4fb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/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_c\n-- sql_source_dataset_id: m8\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_m8_a613f6e74733f6fd\n-- problem_id: v2p_m8_0f94ff5ae9a6d77d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_a613f6e74733f6fd\\n-- problem_id: v2p_m8_0f94ff5ae9a6d77d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 261.05363657090743}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 275.3260295881647}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 271.6388335446477}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 253.19449176604203}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 230.55102040816325}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 217.08365608055772}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 213.3496598639456}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 194.32592592592593}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 220.03058103975536}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 189.15037593984962}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 201.97512437810946}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 197.5741935483871}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 188.35338345864662}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 156.13978494623655}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 155.1904761904762}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 144.68354430379748}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 194.6086956521739}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 91.47058823529412}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 114.5}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 104.83720930232558}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 97.37142857142857}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 96.78260869565217}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 99.9090909090909}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 86.18181818181819}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 168.7}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 121.9375}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 101.0}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 52.76923076923077}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 93.08333333333333}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 89.2}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 148.55555555555554}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 29.375}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 36.166666666666664}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 40.4}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1141c48fabe65ec16b7a074626f341b0c51d9ba2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.851622+00:00", + "ended_at": "2026-05-04T07:37:07.893073+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a613f6e74733f6fd", + "problem_id": "v2p_m8_0f94ff5ae9a6d77d", + "dataset_id": "m8", + "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=duration, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "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=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_c\\m8\\sql\\v2q_m8_a613f6e74733f6fd.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_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a613f6e74733f6fd/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_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..282de367dab19d727baa46c2acbdcd5b904f56dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9143, "bytes_utf8": 9143, "lines": 302, "estimated_tokens": 2559}} +{"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": 102}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a171eb1f9d8ce430ba166be9a6106c21e6e5286 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a6ea33f05b876a06", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12860.57, + "sql_execution_elapsed_ms_total": 17.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a6ea33f05b876a06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afa70b46eaf6a05ccd8081ef1600a8fbd61325e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/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": "2026-05-04T07:14:33.149869+00:00", + "ended_at": "2026-05-04T07:14:45.998183+00:00", + "elapsed_ms": 12860.57, + "prompt_metrics": { + "chars": 9143, + "bytes_utf8": 9143, + "lines": 302, + "estimated_tokens": 2559 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22648, + "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_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3bbf328635e8d6ea1018eb970b3403c7e5b9cdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..882c1ee3da65bbf539c7d932569decf0502a70e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-b4dd-7bf2-91e1-13e0abc1d28a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col bound to \\\"housing\\\" and predicate_col bound to \\\"campaign\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22648,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68aae55ecaa596df36ae5b62f9736476a5a23c52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required template with group_col bound to \"housing\" and predicate_col bound to \"campaign\". 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_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74a3989f79f6203eb1669e14cdbe854a3a27cfa3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:33.365735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:35.705977Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:45.159863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8984e07f97372288df6bb1fd11d97509b0cd9698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/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=housing. +Result preview: [{"housing": "yes", "support": 8155}, {"housing": "no", "support": 7007}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d1bd46d6fe2920203ea4ac65a8a4f8951d55f43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a6ea33f05b876a06 +-- problem_id: v2p_m8_366972484a9b5276 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "housing" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7676b92a110d5b92815d4267be901fd4277197c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/query_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 \"housing\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"yes\", \"support\": 8155}, {\"housing\": \"no\", \"support\": 7007}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0b58f34b854c9ac1f193a595d81faf4d6f34a62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:14:33.143108+00:00", + "ended_at": "2026-05-04T07:14:46.061366+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a6ea33f05b876a06", + "problem_id": "v2p_m8_366972484a9b5276", + "dataset_id": "m8", + "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=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_a6ea33f05b876a06.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a6ea33f05b876a06", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12860.57, + "sql_execution_elapsed_ms_total": 17.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a6ea33f05b876a06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66f4dfb6afe0a4c78e9627a478dab9bd06dceadb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:46.029978+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12860.57, "started_at": "2026-05-04T07:14:33.149869+00:00", "ended_at": "2026-05-04T07:14:45.998183+00:00", "prompt_metrics": {"chars": 9143, "bytes_utf8": 9143, "lines": 302, "estimated_tokens": 2559}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:14:33.365735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:35.705977Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col bound to \\\"housing\\\" and predicate_col bound to \\\"campaign\\\". 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_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0cd18d5e59a18ff1fdc239715e30602fa3131bd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a6ea33f05b876a06/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a6ea33f05b876a06", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12860.57, + "sql_execution_elapsed_ms_total": 17.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a6ea33f05b876a06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fdf80350f16a49322df6cbff8f1a38d80087f5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2591}} +{"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": 106}, "usage": {"input_tokens": 22680, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..09966051befa92d68d2a4f31b3582cf5fbe42bba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a931d82adccf552e", + "api_calls": 0, + "input_tokens": 22680, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22804, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2591, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2697, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11804.9, + "sql_execution_elapsed_ms_total": 48.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a931d82adccf552e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e783c709bb458ecd4fbc86186368c882357f8c58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/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": "2026-05-04T07:35:30.695217+00:00", + "ended_at": "2026-05-04T07:35:42.500282+00:00", + "elapsed_ms": 11804.9, + "prompt_metrics": { + "chars": 9125, + "bytes_utf8": 9125, + "lines": 300, + "estimated_tokens": 2591 + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13273 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22680, + "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_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55033350f626743ff246a15403152374f1b64efc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2321e11acff2cf6389f2a8f89609f76106cff67d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-e515-71b3-b8b9-ae9dd17e757a"} +{"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 \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"marital\\\", group_col_2=\\\"housing\\\", table=\\\"m8\\\", and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22680,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8e7cb9b493748c97ea653406ea8576e1c3b5609 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 14;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"marital\", group_col_2=\"housing\", table=\"m8\", and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7d2dc3163082e489111d02fd54eb2a0ddf71606 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:30.909840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:33.456731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:41.454117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dce18b99cabf7e89ed406cc325bc8ae8ea9cb721 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/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=marital, group_col_2=housing. +Result preview: [{"marital": "divorced", "housing": "no", "support": 2300}, {"marital": "divorced", "housing": "yes", "support": 2907}, {"marital": "single", "housing": "no", "support": 5888}, {"marital": "single", "housing": "yes", "support": 6902}, {"marital": "married", "housing": "no", "support": 11893}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc1300db0ead3d4504d60c4c01f72daab8d3119a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a931d82adccf552e +-- problem_id: v2p_m8_af8e5c5384d11acd +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cae367d07bc4b9712510e034c98acba669606cf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/query_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 \"marital\",\n \"housing\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"housing\"\nORDER BY support ASC, \"marital\", \"housing\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"housing\\\"\\nLIMIT 14;\", \"columns\": [\"marital\", \"housing\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"housing\": \"no\", \"support\": 2300}, {\"marital\": \"divorced\", \"housing\": \"yes\", \"support\": 2907}, {\"marital\": \"single\", \"housing\": \"no\", \"support\": 5888}, {\"marital\": \"single\", \"housing\": \"yes\", \"support\": 6902}, {\"marital\": \"married\", \"housing\": \"no\", \"support\": 11893}, {\"marital\": \"married\", \"housing\": \"yes\", \"support\": 15321}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11cb86a1746753e896661720be4b00ca95f637c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:35:30.684566+00:00", + "ended_at": "2026-05-04T07:35:42.585448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_a931d82adccf552e", + "problem_id": "v2p_m8_af8e5c5384d11acd", + "dataset_id": "m8", + "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=marital, group_col_2=housing.", + "bindings": { + "group_col": "marital", + "group_col_2": "housing", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_a931d82adccf552e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_a931d82adccf552e", + "api_calls": 0, + "input_tokens": 22680, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22804, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2591, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2697, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11804.9, + "sql_execution_elapsed_ms_total": 48.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_a931d82adccf552e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..570f6723cbf06fbd346f418eb5224ae52a3e05d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_a931d82adccf552e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:42.527777+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11804.9, "started_at": "2026-05-04T07:35:30.695217+00:00", "ended_at": "2026-05-04T07:35:42.500282+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2591}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22680, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:35:30.909840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:33.456731Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "month", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13399807ba6d1bed863cc95718e17350f93b5f67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-3b82-7760-8dd1-cbc0b5015ae0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"month\\\" and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) is needed because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc013d207f0648cca17597571b5aa6de4fd62dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"month\" and measure_col=\"age\". CAST(\"age\" AS REAL) is needed 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_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d04edf772fc7fe72b8d3a0e04e84a39cd6c5754 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:07.883567Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:10.435610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:18.924538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84130ac7f24dbc6c68f0b82678407c39cb93d256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age. +Result preview: [{"month": "apr", "avg_measure": 39.77080491132333, "support": 2932}, {"month": "aug", "avg_measure": 42.89450936449496, "support": 6247}, {"month": "dec", "avg_measure": 44.45794392523364, "support": 214}, {"month": "feb", "avg_measure": 40.88523971309928, "support": 2649}, {"month": "jan", "avg_measure": 40.49322879543835, "support": 1403}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87a890abc664a6e92124d4aa3fb13052909d8d52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_ab1e32676f9702c8 +-- problem_id: v2p_m8_d64d5313e7ae72cd +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8c60539cacabdab325b52d28382693fc9a8bfde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/query_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_support_guarded_group_avg\nSELECT \"month\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"month\"\nHAVING COUNT(*) > 5\nORDER BY \"month\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"month\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"month\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"month\\\";\", \"columns\": [\"month\", \"avg_measure\", \"support\"], \"rows\": [{\"month\": \"apr\", \"avg_measure\": 39.77080491132333, \"support\": 2932}, {\"month\": \"aug\", \"avg_measure\": 42.89450936449496, \"support\": 6247}, {\"month\": \"dec\", \"avg_measure\": 44.45794392523364, \"support\": 214}, {\"month\": \"feb\", \"avg_measure\": 40.88523971309928, \"support\": 2649}, {\"month\": \"jan\", \"avg_measure\": 40.49322879543835, \"support\": 1403}, {\"month\": \"jul\", \"avg_measure\": 41.00884699057288, \"support\": 6895}, {\"month\": \"jun\", \"avg_measure\": 42.438120202209326, \"support\": 5341}, {\"month\": \"mar\", \"avg_measure\": 42.941299790356396, \"support\": 477}, {\"month\": \"may\", \"avg_measure\": 38.89110852825803, \"support\": 13766}, {\"month\": \"nov\", \"avg_measure\": 42.05793450881612, \"support\": 3970}, {\"month\": \"oct\", \"avg_measure\": 45.89159891598916, \"support\": 738}, {\"month\": \"sep\", \"avg_measure\": 43.95854922279793, \"support\": 579}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ec56769a705599f2ea5c15451009cddaea3d9f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:15:07.621413+00:00", + "ended_at": "2026-05-04T07:15:19.649529+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ab1e32676f9702c8", + "problem_id": "v2p_m8_d64d5313e7ae72cd", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=month, measure_col=age.", + "bindings": { + "group_col": "month", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_ab1e32676f9702c8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ab1e32676f9702c8", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11961.32, + "sql_execution_elapsed_ms_total": 26.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ab1e32676f9702c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b8ab352c67caee756ff15244436196bce3cee5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:19.608339+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11961.32, "started_at": "2026-05-04T07:15:07.630191+00:00", "ended_at": "2026-05-04T07:15:19.591648+00:00", "prompt_metrics": {"chars": 9090, "bytes_utf8": 9090, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:15:07.883567Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:10.435610Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"month\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"month\\\" and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) is needed because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1445c45e7c544068605bed3a6fdf975e64e85396 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ab1e32676f9702c8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ab1e32676f9702c8", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11961.32, + "sql_execution_elapsed_ms_total": 26.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ab1e32676f9702c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc8bf1966085c4563517dc4cd97f9674b99b06fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9105, "bytes_utf8": 9105, "lines": 300, "estimated_tokens": 2556}} +{"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": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6b40738c88df95034b05439865f953770350f4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_abe50bd60b93c1d6", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11722.99, + "sql_execution_elapsed_ms_total": 34.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_abe50bd60b93c1d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..65e24dd6f797c0476911eb1110a62bb3227b896a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/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": "2026-05-04T07:16:43.994222+00:00", + "ended_at": "2026-05-04T07:16:55.716888+00:00", + "elapsed_ms": 11722.99, + "prompt_metrics": { + "chars": 9105, + "bytes_utf8": 9105, + "lines": 300, + "estimated_tokens": 2556 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22645, + "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_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..258449d9a7b7e89cd032c8f3c78095f9323cba02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=campaign.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "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}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb11bcb4d3079a1117a2664a25bc966be70dc59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-b40b-7481-a046-179d0fd2b4ef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"poutcome\\\" and measure_col=\\\"campaign\\\". Cast \\\"campaign\\\" from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":21888,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94194a12470ea8558a79e8c0388746593920890 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"poutcome\" and measure_col=\"campaign\". Cast \"campaign\" 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_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8240ee995c3313fccca01d6b609c492f76e661 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:44.256041Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:46.624590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:54.738938Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fec611f8ff03cf762adf1b2c8c2bcf266d3a4da0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=campaign. +Result preview: [{"poutcome": "failure", "avg_measure": 1.9808202407671904, "support": 4901}, {"poutcome": "other", "avg_measure": 2.461413043478261, "support": 1840}, {"poutcome": "success", "avg_measure": 1.8060886829913965, "support": 1511}, {"poutcome": "unknown", "avg_measure": 2.921886414675722, "support": 36959}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1ab9f5c2fbd103f95e124d0ae4dfdb8546d9f4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_abe50bd60b93c1d6 +-- problem_id: v2p_m8_3bb0b9ea824a3326 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c34d9c1efadcc70aeac735e6b2b70f5e55cf4aa8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/query_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_support_guarded_group_avg\nSELECT \"poutcome\", AVG(CAST(\"campaign\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"poutcome\"\nHAVING COUNT(*) > 5\nORDER BY \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"poutcome\\\", AVG(CAST(\\\"campaign\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"poutcome\\\";\", \"columns\": [\"poutcome\", \"avg_measure\", \"support\"], \"rows\": [{\"poutcome\": \"failure\", \"avg_measure\": 1.9808202407671904, \"support\": 4901}, {\"poutcome\": \"other\", \"avg_measure\": 2.461413043478261, \"support\": 1840}, {\"poutcome\": \"success\", \"avg_measure\": 1.8060886829913965, \"support\": 1511}, {\"poutcome\": \"unknown\", \"avg_measure\": 2.921886414675722, \"support\": 36959}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81276cefd865e36b57bb81e0767d7b3df1d08cf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:16:43.985435+00:00", + "ended_at": "2026-05-04T07:16:55.788551+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_abe50bd60b93c1d6", + "problem_id": "v2p_m8_3bb0b9ea824a3326", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, measure_col=campaign.", + "bindings": { + "group_col": "poutcome", + "measure_col": "campaign", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_abe50bd60b93c1d6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_abe50bd60b93c1d6", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11722.99, + "sql_execution_elapsed_ms_total": 34.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_abe50bd60b93c1d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b7bda1d9bf7f9f4e0167e86fec2efc3660abb1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:55.736850+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11722.99, "started_at": "2026-05-04T07:16:43.994222+00:00", "ended_at": "2026-05-04T07:16:55.716888+00:00", "prompt_metrics": {"chars": 9105, "bytes_utf8": 9105, "lines": 300, "estimated_tokens": 2556}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22645, "cached_input_tokens": 21888, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:16:44.256041Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:46.624590Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"poutcome\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"poutcome\\\" and measure_col=\\\"campaign\\\". Cast \\\"campaign\\\" from TEXT to REAL for SQLite numeric averaging.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40438b44ba73976759048257a559446496f8d133 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_abe50bd60b93c1d6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_abe50bd60b93c1d6", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 22784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11722.99, + "sql_execution_elapsed_ms_total": 34.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_abe50bd60b93c1d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17d833ec25b7cfaa8dbbdcd3a81197c7516273e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 302, "estimated_tokens": 2559}} +{"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": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e824c61d29322d03f040693a5d0d34c43a20cee3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ae435090c92ccd5e", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.62, + "sql_execution_elapsed_ms_total": 17.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ae435090c92ccd5e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e923d175376cdd344c1c7e2f890c804b27f8bca2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/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": "2026-05-04T07:12:37.971469+00:00", + "ended_at": "2026-05-04T07:12:49.658198+00:00", + "elapsed_ms": 11685.62, + "prompt_metrics": { + "chars": 9138, + "bytes_utf8": 9138, + "lines": 302, + "estimated_tokens": 2559 + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22648, + "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_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a226523af27fa9ff92f9dece9887cd69229f4eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "age", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a59744fbc39c44757037f0d50c91f8c63cf4b979 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-f2d3-7120-a43c-54dbcde0ead7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"age\\\" and predicate_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22648,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6122ddbef7e1abac16d3ab4cd1871d8efe2ac7a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"age\" and predicate_col bound to \"duration\". Cast \"duration\" 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_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe4fa41d2bde0e66bf274019848bddd0aa4cb6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:38.159031Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:40.567981Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:49.130868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..33d24f25a54454e940069adb1ecdc33adae59bdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/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=age. +Result preview: [{"age": "32", "support": 532}, {"age": "33", "support": 504}, {"age": "31", "support": 504}, {"age": "35", "support": 479}, {"age": "34", "support": 476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13323bf44fde94cd0a652853c9c8be7a72457032 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ae435090c92ccd5e +-- problem_id: v2p_m8_f5beba11b500f157 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "age" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..967975a0bee37318b597ca5f92c981f4855e0600 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/query_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 \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"age\", \"support\"], \"rows\": [{\"age\": \"32\", \"support\": 532}, {\"age\": \"33\", \"support\": 504}, {\"age\": \"31\", \"support\": 504}, {\"age\": \"35\", \"support\": 479}, {\"age\": \"34\", \"support\": 476}, {\"age\": \"36\", \"support\": 447}, {\"age\": \"30\", \"support\": 436}, {\"age\": \"37\", \"support\": 423}, {\"age\": \"39\", \"support\": 385}, {\"age\": \"38\", \"support\": 354}, {\"age\": \"40\", \"support\": 342}, {\"age\": \"29\", \"support\": 334}, {\"age\": \"41\", \"support\": 315}, {\"age\": \"28\", \"support\": 309}, {\"age\": \"42\", \"support\": 284}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b510e2b6c0396491ce97a29f86f55077b6c03eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:12:37.963691+00:00", + "ended_at": "2026-05-04T07:12:49.715779+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ae435090c92ccd5e", + "problem_id": "v2p_m8_f5beba11b500f157", + "dataset_id": "m8", + "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=age.", + "bindings": { + "group_col": "age", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_ae435090c92ccd5e.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ae435090c92ccd5e", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.62, + "sql_execution_elapsed_ms_total": 17.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ae435090c92ccd5e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f5600ad109aa4335b39c75e265c80b940095ad7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:49.676756+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11685.62, "started_at": "2026-05-04T07:12:37.971469+00:00", "ended_at": "2026-05-04T07:12:49.658198+00:00", "prompt_metrics": {"chars": 9138, "bytes_utf8": 9138, "lines": 302, "estimated_tokens": 2559}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22648, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:12:38.159031Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:40.567981Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 319.0\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"age\\\" and predicate_col bound to \\\"duration\\\". Cast \\\"duration\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..decd2f9aaa01281a1e67fcceff4d4ba94dde2dbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae435090c92ccd5e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ae435090c92ccd5e", + "api_calls": 0, + "input_tokens": 22648, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22769, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2559, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11685.62, + "sql_execution_elapsed_ms_total": 17.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ae435090c92ccd5e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..737eb688d8ce4b5c80cd953ca7decb8e2b102b46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9214, "bytes_utf8": 9214, "lines": 303, "estimated_tokens": 2573}} +{"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": 111}, "usage": {"input_tokens": 22664, "cached_input_tokens": 19840, "output_tokens": 147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..433b2f155b64e4b49c7afb60504459856e1386c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ae56d33b9e673ccf", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2684, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12569.25, + "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_c\\m8\\artifacts\\v2q_m8_ae56d33b9e673ccf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ffb7420833bcdf6d97b991d7b89d260801774d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/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": "2026-05-04T06:55:05.460609+00:00", + "ended_at": "2026-05-04T06:55:18.030259+00:00", + "elapsed_ms": 12569.25, + "prompt_metrics": { + "chars": 9214, + "bytes_utf8": 9214, + "lines": 303, + "estimated_tokens": 2573 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22664, + "cached_input_tokens": 19840, + "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_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f848aea0549eb6205a50a594b61ec95afaa19f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=y, condition_col=poutcome.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e724e670bedfd2241eafe84d3dbcc5530d213ff6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-e389-7b10-bfd4-b4d4756e7703"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col bound to \\\"y\\\" and condition_col bound to \\\"poutcome\\\", measuring the within-group proportion of rows where \\\"poutcome\\\" = 'unknown'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22664,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e93b5b02387dd9ed71cdc29c1caf85778564301 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"poutcome\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col bound to \"y\" and condition_col bound to \"poutcome\", measuring the within-group proportion of rows where \"poutcome\" = 'unknown'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eec56fc84540b906f7f08a2b7f2df56dc5e390f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:05.665415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:08.045244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:17.292306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..baed10c5325ff7e1516ec170eaeee72e5bb01841 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/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=y, condition_col=poutcome. +Result preview: [{"y": "no", "condition_rate": 0.840964881518962}, {"y": "yes", "condition_rate": 0.6401966345244848}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5dfe03eee32fb9e1d91af51e9dfc27de09e2f7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ae56d33b9e673ccf +-- problem_id: v2p_m8_731890e8ac59f499 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "poutcome" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a15d62f4ced51e323725038a1fc8a4b8a54a5984 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/query_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 \"y\",\n AVG(CASE WHEN \"poutcome\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"no\", \"condition_rate\": 0.840964881518962}, {\"y\": \"yes\", \"condition_rate\": 0.6401966345244848}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3cc048c2ebd44d28cb22ba68a4148f4bba25969 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:55:05.451910+00:00", + "ended_at": "2026-05-04T06:55:18.082483+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ae56d33b9e673ccf", + "problem_id": "v2p_m8_731890e8ac59f499", + "dataset_id": "m8", + "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=y, condition_col=poutcome.", + "bindings": { + "group_col": "y", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_ae56d33b9e673ccf.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ae56d33b9e673ccf", + "api_calls": 0, + "input_tokens": 22664, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22811, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2573, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2684, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12569.25, + "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_c\\m8\\artifacts\\v2q_m8_ae56d33b9e673ccf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c1aab0b94345e7641cb450f850a4c6e609b8c10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ae56d33b9e673ccf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:18.047189+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12569.25, "started_at": "2026-05-04T06:55:05.460609+00:00", "ended_at": "2026-05-04T06:55:18.030259+00:00", "prompt_metrics": {"chars": 9214, "bytes_utf8": 9214, "lines": 303, "estimated_tokens": 2573}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22664, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T06:55:05.665415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:08.045244Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=balance.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "campaign", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47a953ae7da457f14072704473173617e0bbc7af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-6a7b-7241-bbb3-4a296db67c7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT CAST(\\\"campaign\\\" AS INTEGER) AS \\\"campaign\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"campaign\\\" and measure_col=\\\"balance\\\". Casted both TEXT-backed numeric columns to SQLite numeric types for correct aggregation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22643,"cached_input_tokens":21888,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cd45083db1fadb1e9a3148053a86458a10bd3bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT CAST(\"campaign\" AS INTEGER) AS \"campaign\", AVG(CAST(\"balance\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"campaign\" and measure_col=\"balance\". Casted both TEXT-backed numeric columns to SQLite numeric types for correct aggregation and ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a55fb2ba1505943bbe2cff3c3e173ad91acf4ad0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:19.919085Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:22.391378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:31.410735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26d41fbb2c5c1c658894f648e710a3aa65a473f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=balance. +Result preview: [{"campaign": 1, "avg_measure": 1415.06064751482, "support": 17544}, {"campaign": 2, "avg_measure": 1365.0083966413436, "support": 12505}, {"campaign": 3, "avg_measure": 1350.6163738453179, "support": 5521}, {"campaign": 4, "avg_measure": 1249.4355479841, "support": 3522}, {"campaign": 5, "avg_measure": 1234.3718820861677, "support": 1764}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27928272ddaece420e647e644d259954243f6a60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_af1eaa12450a58a9 +-- problem_id: v2p_m8_05e4d957615bfc56 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("campaign" AS INTEGER) AS "campaign", AVG(CAST("balance" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc886527acd70e7150f23858972a99046bab4684 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/query_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_support_guarded_group_avg\nSELECT CAST(\"campaign\" AS INTEGER) AS \"campaign\", AVG(CAST(\"balance\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"m8\"\nGROUP BY \"campaign\"\nHAVING COUNT(*) > 5\nORDER BY \"campaign\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT CAST(\\\"campaign\\\" AS INTEGER) AS \\\"campaign\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"campaign\\\";\", \"columns\": [\"campaign\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": 1, \"avg_measure\": 1415.06064751482, \"support\": 17544}, {\"campaign\": 2, \"avg_measure\": 1365.0083966413436, \"support\": 12505}, {\"campaign\": 3, \"avg_measure\": 1350.6163738453179, \"support\": 5521}, {\"campaign\": 4, \"avg_measure\": 1249.4355479841, \"support\": 3522}, {\"campaign\": 5, \"avg_measure\": 1234.3718820861677, \"support\": 1764}, {\"campaign\": 6, \"avg_measure\": 1313.9054996127034, \"support\": 1291}, {\"campaign\": 7, \"avg_measure\": 1382.9836734693877, \"support\": 735}, {\"campaign\": 8, \"avg_measure\": 1303.9814814814815, \"support\": 540}, {\"campaign\": 9, \"avg_measure\": 1671.3180428134556, \"support\": 327}, {\"campaign\": 10, \"avg_measure\": 1227.345864661654, \"support\": 266}, {\"campaign\": 11, \"avg_measure\": 1338.7860696517414, \"support\": 201}, {\"campaign\": 12, \"avg_measure\": 1108.1225806451612, \"support\": 155}, {\"campaign\": 13, \"avg_measure\": 1011.3834586466165, \"support\": 133}, {\"campaign\": 14, \"avg_measure\": 1197.967741935484, \"support\": 93}, {\"campaign\": 15, \"avg_measure\": 810.1071428571429, \"support\": 84}, {\"campaign\": 16, \"avg_measure\": 883.6708860759494, \"support\": 79}, {\"campaign\": 17, \"avg_measure\": 1121.8115942028985, \"support\": 69}, {\"campaign\": 18, \"avg_measure\": 1616.4705882352941, \"support\": 51}, {\"campaign\": 19, \"avg_measure\": 1147.590909090909, \"support\": 44}, {\"campaign\": 20, \"avg_measure\": 1722.139534883721, \"support\": 43}, {\"campaign\": 21, \"avg_measure\": 1071.7142857142858, \"support\": 35}, {\"campaign\": 22, \"avg_measure\": 536.695652173913, \"support\": 23}, {\"campaign\": 23, \"avg_measure\": 1070.1363636363637, \"support\": 22}, {\"campaign\": 24, \"avg_measure\": 362.55, \"support\": 20}, {\"campaign\": 25, \"avg_measure\": 2083.818181818182, \"support\": 22}, {\"campaign\": 26, \"avg_measure\": 312.84615384615387, \"support\": 13}, {\"campaign\": 27, \"avg_measure\": 1314.7, \"support\": 10}, {\"campaign\": 28, \"avg_measure\": 467.3125, \"support\": 16}, {\"campaign\": 29, \"avg_measure\": 1054.0, \"support\": 16}, {\"campaign\": 30, \"avg_measure\": 1199.625, \"support\": 8}, {\"campaign\": 31, \"avg_measure\": 3871.1666666666665, \"support\": 12}, {\"campaign\": 32, \"avg_measure\": 691.6666666666666, \"support\": 9}, {\"campaign\": 33, \"avg_measure\": 772.5, \"support\": 6}], \"row_count_returned\": 33, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b29ce132b3e1cb7e79b3b65dee8ca6026a3bed9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:15:19.655638+00:00", + "ended_at": "2026-05-04T07:15:32.352220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_af1eaa12450a58a9", + "problem_id": "v2p_m8_05e4d957615bfc56", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, measure_col=balance.", + "bindings": { + "group_col": "campaign", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_af1eaa12450a58a9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_af1eaa12450a58a9", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12539.04, + "sql_execution_elapsed_ms_total": 41.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_af1eaa12450a58a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbf1987859b62c04f5757617b89c592dc01af518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:32.224225+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12539.04, "started_at": "2026-05-04T07:15:19.663215+00:00", "ended_at": "2026-05-04T07:15:32.196085+00:00", "prompt_metrics": {"chars": 9104, "bytes_utf8": 9104, "lines": 300, "estimated_tokens": 2554}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22643, "cached_input_tokens": 21888, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:15:19.919085Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:22.391378Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"campaign\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"campaign\\\" and measure_col=\\\"balance\\\". Casted both TEXT-backed numeric columns to SQLite numeric types for correct aggregation and ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7594df4973f4413962f2d726ebdf7a6a3f104ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_af1eaa12450a58a9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_af1eaa12450a58a9", + "api_calls": 0, + "input_tokens": 22643, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22778, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2554, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12539.04, + "sql_execution_elapsed_ms_total": 41.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_af1eaa12450a58a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0412359aaac86f0924d56d330b0064ae17e88d53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9230, "bytes_utf8": 9230, "lines": 303, "estimated_tokens": 2608}} +{"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": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41e00b3963e987b1b66dcc05b2a9bb948b2f2353 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b442b435c97d2e30", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2720, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12673.08, + "sql_execution_elapsed_ms_total": 134.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_b442b435c97d2e30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d555f629759532e7393794281b95ce23f3e4df9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/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": "2026-05-04T06:51:28.241237+00:00", + "ended_at": "2026-05-04T06:51:40.914447+00:00", + "elapsed_ms": 12673.08, + "prompt_metrics": { + "chars": 9230, + "bytes_utf8": 9230, + "lines": 303, + "estimated_tokens": 2608 + }, + "stdout_metrics": { + "chars": 744, + "bytes_utf8": 744, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 403, + "bytes_utf8": 403, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22699, + "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_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0143dea468e229afa5369146b878c2aecad26713 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=default, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d03e8d23acb9c0804c61cf65c10d186c97160efd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-9308-7750-9f4f-7892ac957d91"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"age\\\", group_col_2=\\\"default\\\", and target_col=\\\"y\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2107510fb93e81e6f49b7323b3b2f62d0e1cc000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"default\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"age\", group_col_2=\"default\", and target_col=\"y\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc434633a2d8df93fa22420339fa0f6e8f4558b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:28.473593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:30.924138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:40.149739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74b4d58a7e7853fed9b9239b8bfe52138edabe57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=default, target_col=y. +Result preview: [{"age": "71", "default": "yes", "target_rate": 1.0}, {"age": "90", "default": "no", "target_rate": 1.0}, {"age": "92", "default": "no", "target_rate": 1.0}, {"age": "93", "default": "no", "target_rate": 1.0}, {"age": "85", "default": "no", "target_rate": 0.8}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36edae7a1f2ba00d487beac50c2edb3fb9713e4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_b442b435c97d2e30 +-- problem_id: v2p_m8_d51eefc1157d6d24 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5e3a0af474464991f8717157a8dda3c3e01d49c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/query_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_two_dim_target_rate\nSELECT \"age\", \"default\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"default\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"default\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"default\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"default\", \"target_rate\"], \"rows\": [{\"age\": \"71\", \"default\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"90\", \"default\": \"no\", \"target_rate\": 1.0}, {\"age\": \"92\", \"default\": \"no\", \"target_rate\": 1.0}, {\"age\": \"93\", \"default\": \"no\", \"target_rate\": 1.0}, {\"age\": \"85\", \"default\": \"no\", \"target_rate\": 0.8}, {\"age\": \"87\", \"default\": \"no\", \"target_rate\": 0.75}, {\"age\": \"18\", \"default\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"68\", \"default\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"84\", \"default\": \"no\", \"target_rate\": 0.5555555555555556}, {\"age\": \"73\", \"default\": \"no\", \"target_rate\": 0.5454545454545454}, {\"age\": \"76\", \"default\": \"no\", \"target_rate\": 0.5}, {\"age\": \"77\", \"default\": \"no\", \"target_rate\": 0.5}, {\"age\": \"95\", \"default\": \"no\", \"target_rate\": 0.5}, {\"age\": \"62\", \"default\": \"no\", \"target_rate\": 0.4875}, {\"age\": \"64\", \"default\": \"no\", \"target_rate\": 0.47297297297297297}, {\"age\": \"78\", \"default\": \"no\", \"target_rate\": 0.4666666666666667}, {\"age\": \"72\", \"default\": \"no\", \"target_rate\": 0.46153846153846156}, {\"age\": \"71\", \"default\": \"no\", \"target_rate\": 0.4528301886792453}, {\"age\": \"86\", \"default\": \"no\", \"target_rate\": 0.4444444444444444}, {\"age\": \"67\", \"default\": \"no\", \"target_rate\": 0.42592592592592593}, {\"age\": \"82\", \"default\": \"no\", \"target_rate\": 0.42105263157894735}, {\"age\": \"79\", \"default\": \"no\", \"target_rate\": 0.4}, {\"age\": \"63\", \"default\": \"no\", \"target_rate\": 0.38961038961038963}, {\"age\": \"61\", \"default\": \"no\", \"target_rate\": 0.3877551020408163}, {\"age\": \"80\", \"default\": \"no\", \"target_rate\": 0.3870967741935484}, {\"age\": \"69\", \"default\": \"no\", \"target_rate\": 0.38636363636363635}, {\"age\": \"75\", \"default\": \"no\", \"target_rate\": 0.38461538461538464}, {\"age\": \"66\", \"default\": \"no\", \"target_rate\": 0.38095238095238093}, {\"age\": \"65\", \"default\": \"no\", \"target_rate\": 0.3559322033898305}, {\"age\": \"81\", \"default\": \"no\", \"target_rate\": 0.35294117647058826}, {\"age\": \"74\", \"default\": \"no\", \"target_rate\": 0.35135135135135137}, {\"age\": \"24\", \"default\": \"yes\", \"target_rate\": 0.3333333333333333}, {\"age\": \"19\", \"default\": \"no\", \"target_rate\": 0.3142857142857143}, {\"age\": \"22\", \"default\": \"no\", \"target_rate\": 0.31007751937984496}, {\"age\": \"20\", \"default\": \"no\", \"target_rate\": 0.3}, {\"age\": \"21\", \"default\": \"no\", \"target_rate\": 0.2857142857142857}, {\"age\": \"83\", \"default\": \"no\", \"target_rate\": 0.2727272727272727}, {\"age\": \"70\", \"default\": \"no\", \"target_rate\": 0.2537313432835821}, {\"age\": \"41\", \"default\": \"yes\", \"target_rate\": 0.22727272727272727}, {\"age\": \"24\", \"default\": \"no\", \"target_rate\": 0.22297297297297297}, {\"age\": \"23\", \"default\": \"no\", \"target_rate\": 0.2222222222222222}, {\"age\": \"25\", \"default\": \"no\", \"target_rate\": 0.2173076923076923}, {\"age\": \"55\", \"default\": \"yes\", \"target_rate\": 0.18181818181818182}, {\"age\": \"26\", \"default\": \"no\", \"target_rate\": 0.16881443298969073}, {\"age\": \"60\", \"default\": \"no\", \"target_rate\": 0.166383701188455}, {\"age\": \"28\", \"default\": \"no\", \"target_rate\": 0.15670910871694418}, {\"age\": \"27\", \"default\": \"no\", \"target_rate\": 0.15550510783200908}, {\"age\": \"36\", \"default\": \"yes\", \"target_rate\": 0.15384615384615385}, {\"age\": \"29\", \"default\": \"no\", \"target_rate\": 0.1457975986277873}, {\"age\": \"27\", \"default\": \"yes\", \"target_rate\": 0.14285714285714285}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 134.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e048bd0c377084304b161fc97298a87914d56783 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:51:28.234467+00:00", + "ended_at": "2026-05-04T06:51:41.075601+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b442b435c97d2e30", + "problem_id": "v2p_m8_d51eefc1157d6d24", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=default, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "default", + "target_col": "y", + "target_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_b442b435c97d2e30.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b442b435c97d2e30", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2720, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12673.08, + "sql_execution_elapsed_ms_total": 134.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_b442b435c97d2e30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d52ccb57da533ccd6b764d5abb1f58a4697949d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b442b435c97d2e30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:40.932830+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12673.08, "started_at": "2026-05-04T06:51:28.241237+00:00", "ended_at": "2026-05-04T06:51:40.914447+00:00", "prompt_metrics": {"chars": 9230, "bytes_utf8": 9230, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:51:28.473593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:30.924138Z 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_c/m8/artifacts/v2q_m8_b5894444a8786210/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef66d79c72ed839d3f3ba193262dfbf2d17f0c7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/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_c\n-- sql_source_dataset_id: m8\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_m8_b5894444a8786210\n-- problem_id: v2p_m8_ef72217999aad45b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"duration\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"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_c\\n-- sql_source_dataset_id: m8\\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_m8_b5894444a8786210\\n-- problem_id: v2p_m8_ef72217999aad45b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"duration\", \"support\", \"avg_response\"], \"rows\": [{\"duration\": \"124\", \"support\": 188, \"avg_response\": 1149.712765957447}, {\"duration\": \"90\", \"support\": 184, \"avg_response\": 1831.9673913043478}, {\"duration\": \"89\", \"support\": 177, \"avg_response\": 1201.2881355932204}, {\"duration\": \"114\", \"support\": 175, \"avg_response\": 1466.2742857142857}, {\"duration\": \"104\", \"support\": 175, \"avg_response\": 1113.777142857143}, {\"duration\": \"122\", \"support\": 175, \"avg_response\": 974.4342857142857}, {\"duration\": \"139\", \"support\": 174, \"avg_response\": 1527.896551724138}, {\"duration\": \"136\", \"support\": 174, \"avg_response\": 1351.4310344827586}, {\"duration\": \"112\", \"support\": 174, \"avg_response\": 914.2528735632184}, {\"duration\": \"121\", \"support\": 173, \"avg_response\": 1201.757225433526}, {\"duration\": \"88\", \"support\": 170, \"avg_response\": 1275.2235294117647}, {\"duration\": \"91\", \"support\": 170, \"avg_response\": 1251.394117647059}, {\"duration\": \"119\", \"support\": 170, \"avg_response\": 963.4235294117647}, {\"duration\": \"103\", \"support\": 169, \"avg_response\": 1573.4023668639054}, {\"duration\": \"92\", \"support\": 168, \"avg_response\": 1672.702380952381}, {\"duration\": \"123\", \"support\": 168, \"avg_response\": 1154.4761904761904}, {\"duration\": \"97\", \"support\": 168, \"avg_response\": 1150.6011904761904}, {\"duration\": \"113\", \"support\": 166, \"avg_response\": 1441.9036144578313}, {\"duration\": \"73\", \"support\": 166, \"avg_response\": 1422.3072289156626}, {\"duration\": \"81\", \"support\": 166, \"avg_response\": 1317.012048192771}, {\"duration\": \"85\", \"support\": 166, \"avg_response\": 1115.5722891566265}, {\"duration\": \"111\", \"support\": 166, \"avg_response\": 1007.777108433735}, {\"duration\": \"125\", \"support\": 165, \"avg_response\": 1558.8060606060606}, {\"duration\": \"108\", \"support\": 165, \"avg_response\": 1558.2121212121212}, {\"duration\": \"106\", \"support\": 165, \"avg_response\": 1342.648484848485}, {\"duration\": \"82\", \"support\": 165, \"avg_response\": 1033.581818181818}, {\"duration\": \"80\", \"support\": 164, \"avg_response\": 1131.0853658536585}, {\"duration\": \"126\", \"support\": 163, \"avg_response\": 1247.3680981595091}, {\"duration\": \"87\", \"support\": 163, \"avg_response\": 1059.7668711656443}, {\"duration\": \"101\", \"support\": 163, \"avg_response\": 980.5153374233129}, {\"duration\": \"98\", \"support\": 162, \"avg_response\": 1561.3827160493827}, {\"duration\": \"71\", \"support\": 162, \"avg_response\": 1412.851851851852}, {\"duration\": \"72\", \"support\": 161, \"avg_response\": 1383.4285714285713}, {\"duration\": \"150\", \"support\": 161, \"avg_response\": 1322.0310559006211}, {\"duration\": \"110\", \"support\": 161, \"avg_response\": 1071.9130434782608}, {\"duration\": \"102\", \"support\": 160, \"avg_response\": 1393.3375}, {\"duration\": \"135\", \"support\": 160, \"avg_response\": 1348.24375}, {\"duration\": \"76\", \"support\": 160, \"avg_response\": 1004.14375}, {\"duration\": \"166\", \"support\": 159, \"avg_response\": 1515.2012578616352}, {\"duration\": \"100\", \"support\": 159, \"avg_response\": 1294.446540880503}, {\"duration\": \"151\", \"support\": 157, \"avg_response\": 1426.6624203821657}, {\"duration\": \"157\", \"support\": 157, \"avg_response\": 1293.4649681528663}, {\"duration\": \"158\", \"support\": 156, \"avg_response\": 1451.9679487179487}, {\"duration\": \"109\", \"support\": 156, \"avg_response\": 1375.974358974359}, {\"duration\": \"95\", \"support\": 156, \"avg_response\": 988.224358974359}, {\"duration\": \"93\", \"support\": 155, \"avg_response\": 1538.6709677419356}, {\"duration\": \"77\", \"support\": 155, \"avg_response\": 1476.9612903225807}, {\"duration\": \"67\", \"support\": 155, \"avg_response\": 1417.8387096774193}, {\"duration\": \"96\", \"support\": 155, \"avg_response\": 1092.116129032258}, {\"duration\": \"144\", \"support\": 154, \"avg_response\": 1352.3376623376623}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 59.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7705928f1b702a46c46436d290760b46b337701c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.606589+00:00", + "ended_at": "2026-05-04T07:37:07.671698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b5894444a8786210", + "problem_id": "v2p_m8_ef72217999aad45b", + "dataset_id": "m8", + "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=balance, key_col=duration.", + "bindings": { + "key_col": "duration", + "measure_col": "balance", + "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_c\\m8\\sql\\v2q_m8_b5894444a8786210.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_c/m8/artifacts/v2q_m8_b5894444a8786210/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b5894444a8786210/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_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d723a377c1e56483cbd4c93b6354d76bb77a7861 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2547}} +{"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": 1051, "bytes_utf8": 1051, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 354}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9983, "bytes_utf8": 9983, "lines": 304, "estimated_tokens": 2803}} +{"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": 863, "bytes_utf8": 863, "lines": 1, "estimated_tokens": 258}, "usage": {"input_tokens": 22894, "cached_input_tokens": 21888, "output_tokens": 468}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f7aaf2c24b833fa64813f32e71206af34ad8285 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b6a56010a124a3d5", + "api_calls": 0, + "input_tokens": 45532, + "cached_input_tokens": 43776, + "output_tokens": 822, + "total_tokens": 46354, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5350, + "estimated_output_tokens": 556, + "estimated_total_tokens": 5906, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38858.62, + "sql_execution_elapsed_ms_total": 165.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_b6a56010a124a3d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..07cc11d0d73d649dfd580a58877f94166a84a29a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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": "2026-05-04T07:26:53.778981+00:00", + "ended_at": "2026-05-04T07:27:10.704364+00:00", + "elapsed_ms": 16925.19, + "prompt_metrics": { + "chars": 9130, + "bytes_utf8": 9130, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1492, + "bytes_utf8": 1492, + "lines": 4, + "estimated_tokens": 475 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1051, + "bytes_utf8": 1051, + "lines": 1, + "estimated_tokens": 298 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 354 + } + }, + "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_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..000b86ebecb8237b95faf2eb9c8ce2e8c85e147a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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": "2026-05-04T07:27:10.726798+00:00", + "ended_at": "2026-05-04T07:27:32.660615+00:00", + "elapsed_ms": 21933.43, + "prompt_metrics": { + "chars": 9983, + "bytes_utf8": 9983, + "lines": 304, + "estimated_tokens": 2803 + }, + "stdout_metrics": { + "chars": 1295, + "bytes_utf8": 1295, + "lines": 4, + "estimated_tokens": 429 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 863, + "bytes_utf8": 863, + "lines": 1, + "estimated_tokens": 258 + }, + "usage": { + "input_tokens": 22894, + "cached_input_tokens": 21888, + "output_tokens": 468 + } + }, + "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_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc454a74aeaec639c5f9aa12300b239d7860d91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=balance.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ad2f80cd8ea00b594b85bd8c158b12dd162493e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=balance.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"day\",\n CAST(\"balance\" AS REAL) AS \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"day\" ORDER BY CAST(\"balance\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"balance\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"day\",\n \"balance_num\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"balance_num\" 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_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b868781a6e07214f499a3f21f1c92c7fc38035f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-01e0-74c1-9ee8-f942b94577f1"} +{"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 \\\"day\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"day\\\" ORDER BY CAST(\\\"balance\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"balance_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"balance_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Applied the planned grouped percentile template with group_col=\\\"day\\\" and measure_col=\\\"balance\\\". Because SQLite does not support PERCENTILE_CONT, this uses a window-function approximation of the 95th percentile via the CEIL(0.95 * group_size)-th ordered value within each day group, casting \\\"balance\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":354}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c8af7ba11f05429ab00fd3f71922da01db17d9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"balance\" AS REAL) AS \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"day\" ORDER BY CAST(\"balance\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"balance\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"day\",\n \"balance_num\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"balance_num\" AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Applied the planned grouped percentile template with group_col=\"day\" and measure_col=\"balance\". Because SQLite does not support PERCENTILE_CONT, this uses a window-function approximation of the 95th percentile via the CEIL(0.95 * group_size)-th ordered value within each day group, casting \"balance\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e99038677e3868e257d17a34abd61f4923afc0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-4411-7c31-87a8-ff95fcfef765"} +{"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 \\\"day\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"balance_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"balance_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 95th-percentile rank position.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22894,"cached_input_tokens":21888,"output_tokens":468}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ebdd9a6fa7c046260d68e0c7a74c43bb94fcf0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"balance\" AS REAL) AS \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"balance\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"day\",\n \"balance_num\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"balance_num\" AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 95th-percentile rank position."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9b638ca8ab89f4b518eba1ace6994a24006d1f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:54.009233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:56.482640Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:09.888519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9862fbda1e9ae2e169239b7fef77f03122e62cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:10.932297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:13.443277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:31.752143Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..65b93a345174678e4e53e62d2d36038f54057455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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=day, measure_col=balance. +Result preview: [{"day": "21", "percentile_measure": 8097.0}, {"day": "20", "percentile_measure": 7962.0}, {"day": "1", "percentile_measure": 7702.0}, {"day": "19", "percentile_measure": 7449.0}, {"day": "18", "percentile_measure": 6188.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..198ca365954ba028b88b45edb33f2a40a113c1a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_b6a56010a124a3d5 +-- problem_id: v2p_m8_66a5c8792cd3892d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("balance" AS REAL) AS "balance_num", + ROW_NUMBER() OVER (PARTITION BY "day" ORDER BY CAST("balance" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "day") AS "cnt" + FROM "m8" + WHERE "day" IS NOT NULL + AND "balance" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "day", + "balance_num", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "day", + "balance_num" 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_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a427da9abd2381934112a0b5c582e698c2d0609 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/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 \"day\",\n CAST(\"balance\" AS REAL) AS \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n WHERE \"day\" IS NOT NULL\n AND \"balance\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"day\",\n \"balance_num\",\n \"rn\",\n \"cnt\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"balance_num\" 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 \\\"day\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"balance\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"balance_num\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"balance_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"21\", \"percentile_measure\": 8097.0}, {\"day\": \"20\", \"percentile_measure\": 7962.0}, {\"day\": \"1\", \"percentile_measure\": 7702.0}, {\"day\": \"19\", \"percentile_measure\": 7449.0}, {\"day\": \"18\", \"percentile_measure\": 6188.0}, {\"day\": \"3\", \"percentile_measure\": 6141.0}, {\"day\": \"14\", \"percentile_measure\": 6027.0}, {\"day\": \"23\", \"percentile_measure\": 5878.0}, {\"day\": \"17\", \"percentile_measure\": 5795.0}, {\"day\": \"25\", \"percentile_measure\": 5698.0}, {\"day\": \"15\", \"percentile_measure\": 5670.0}, {\"day\": \"30\", \"percentile_measure\": 5563.0}, {\"day\": \"11\", \"percentile_measure\": 5547.0}, {\"day\": \"10\", \"percentile_measure\": 5517.0}, {\"day\": \"4\", \"percentile_measure\": 5474.0}, {\"day\": \"2\", \"percentile_measure\": 5437.0}, {\"day\": \"6\", \"percentile_measure\": 5436.0}, {\"day\": \"26\", \"percentile_measure\": 5359.0}, {\"day\": \"31\", \"percentile_measure\": 5350.0}, {\"day\": \"12\", \"percentile_measure\": 5296.0}, {\"day\": \"13\", \"percentile_measure\": 5220.0}, {\"day\": \"22\", \"percentile_measure\": 5116.0}, {\"day\": \"9\", \"percentile_measure\": 4997.0}, {\"day\": \"16\", \"percentile_measure\": 4788.0}, {\"day\": \"29\", \"percentile_measure\": 4769.0}, {\"day\": \"5\", \"percentile_measure\": 4761.0}, {\"day\": \"7\", \"percentile_measure\": 4719.0}, {\"day\": \"24\", \"percentile_measure\": 4606.0}, {\"day\": \"8\", \"percentile_measure\": 4493.0}, {\"day\": \"28\", \"percentile_measure\": 4450.0}, {\"day\": \"27\", \"percentile_measure\": 4393.0}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 165.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a7a5b45925058fe7ca73d0ed565b37971c8f704 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:26:53.770746+00:00", + "ended_at": "2026-05-04T07:27:32.854667+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b6a56010a124a3d5", + "problem_id": "v2p_m8_66a5c8792cd3892d", + "dataset_id": "m8", + "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=day, measure_col=balance.", + "bindings": { + "group_col": "day", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_b6a56010a124a3d5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b6a56010a124a3d5", + "api_calls": 0, + "input_tokens": 45532, + "cached_input_tokens": 43776, + "output_tokens": 822, + "total_tokens": 46354, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5350, + "estimated_output_tokens": 556, + "estimated_total_tokens": 5906, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38858.62, + "sql_execution_elapsed_ms_total": 165.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_b6a56010a124a3d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..017d84f3b67d4bab896c34e134389206caa7dde4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b6a56010a124a3d5/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:27:10.722608+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16925.19, "started_at": "2026-05-04T07:26:53.778981+00:00", "ended_at": "2026-05-04T07:27:10.704364+00:00", "prompt_metrics": {"chars": 9130, "bytes_utf8": 9130, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 1051, "bytes_utf8": 1051, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 354}, "stderr_preview": "2026-05-04T07:26:54.009233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:56.482640Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=job.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "job", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e592fd3f724b7ab3684a41793b32f17b010fc69e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-888a-7901-8c02-d4b33e9ca0ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"job\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"job\\\" on the single table \\\"m8\\\". Kept SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":21888,"output_tokens":96}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51063947f5706e81f46dd97feda0cc0a94e3a7c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"job\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"job\" on the single table \"m8\". Kept SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d7b9142aeb3bf50b5433d802228fef6bc76ba66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:59.913188Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:02.399922Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:08.866829Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5803cc5ca22e3620ee7988ba96b149ab6f8c36a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/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=job. +Result preview: [{"job": "blue-collar", "row_count": 9732}, {"job": "management", "row_count": 9458}, {"job": "technician", "row_count": 7597}, {"job": "admin.", "row_count": 5171}, {"job": "services", "row_count": 4154}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52d013f0a819721a146bcae9623b4d0e1149c915 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_b7a4e9f0810fb722 +-- problem_id: v2p_m8_261b279f13eeb887 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS row_count +FROM "m8" +GROUP BY "job" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a168a925347437c65648fa7030b1463271f76db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/query_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 \"job\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"job\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"job\", \"row_count\"], \"rows\": [{\"job\": \"blue-collar\", \"row_count\": 9732}, {\"job\": \"management\", \"row_count\": 9458}, {\"job\": \"technician\", \"row_count\": 7597}, {\"job\": \"admin.\", \"row_count\": 5171}, {\"job\": \"services\", \"row_count\": 4154}, {\"job\": \"retired\", \"row_count\": 2264}, {\"job\": \"self-employed\", \"row_count\": 1579}, {\"job\": \"entrepreneur\", \"row_count\": 1487}, {\"job\": \"unemployed\", \"row_count\": 1303}, {\"job\": \"housemaid\", \"row_count\": 1240}, {\"job\": \"student\", \"row_count\": 938}, {\"job\": \"unknown\", \"row_count\": 288}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0a595944073d49669e69e22d9d8ea9ef560a252 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:09:59.661262+00:00", + "ended_at": "2026-05-04T07:10:09.748387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b7a4e9f0810fb722", + "problem_id": "v2p_m8_261b279f13eeb887", + "dataset_id": "m8", + "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=job.", + "bindings": { + "group_col": "job", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_b7a4e9f0810fb722.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b7a4e9f0810fb722", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 96, + "total_tokens": 22671, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2564, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10016.07, + "sql_execution_elapsed_ms_total": 26.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_b7a4e9f0810fb722\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eac7b1e2af01d5dcf05f53fd81696821d2a16740 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b7a4e9f0810fb722/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:09.702663+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10016.07, "started_at": "2026-05-04T07:09:59.668530+00:00", "ended_at": "2026-05-04T07:10:09.684786+00:00", "prompt_metrics": {"chars": 8859, "bytes_utf8": 8859, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 325, "bytes_utf8": 325, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 96}, "stderr_preview": "2026-05-04T07:09:59.913188Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:02.399922Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=job, condition_col=y.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "job", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb656d463a8ff6ef1318bde6359a5019f5dbce7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-c0dc-7e21-a088-f0d5c2775d59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"job\\\",\\n SUM(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"job\\\"\\n)\\nSELECT \\\"job\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"job\\\" and condition_col=\\\"y\\\", using positive_value='no' and negative_value='yes'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":2432,"output_tokens":189}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b1ba3940896bc1900b5500d34c5f180d388c012 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"job\",\n SUM(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"job\"\n)\nSELECT \"job\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"job\" and condition_col=\"y\", using positive_value='no' and negative_value='yes'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d5d44d9bd067e9df74cd65518e1662e9a1dea1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:19.029045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:21.517992Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:30.508189Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f6425870bf926b2ca769cc37e1300cbe403adf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=job, condition_col=y. +Result preview: [{"job": "blue-collar", "condition_ratio": 12.745762711864407}, {"job": "entrepreneur", "condition_ratio": 11.089430894308943}, {"job": "housemaid", "condition_ratio": 10.376146788990825}, {"job": "services", "condition_ratio": 10.257452574525745}, {"job": "technician", "condition_ratio": 8.04404761904762}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0771b3053a9f2dc3985870d2214b92590168aa9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_b87a8f18f4643ffb +-- problem_id: v2p_m8_3506a62746c902b9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "job", + SUM(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "job" +) +SELECT "job", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6c0f3ddbee06e4f5e7738af08c4e02b23b96e41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"job\",\n SUM(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"job\"\n)\nSELECT \"job\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"job\\\",\\n SUM(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"job\\\"\\n)\\nSELECT \\\"job\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"job\", \"condition_ratio\"], \"rows\": [{\"job\": \"blue-collar\", \"condition_ratio\": 12.745762711864407}, {\"job\": \"entrepreneur\", \"condition_ratio\": 11.089430894308943}, {\"job\": \"housemaid\", \"condition_ratio\": 10.376146788990825}, {\"job\": \"services\", \"condition_ratio\": 10.257452574525745}, {\"job\": \"technician\", \"condition_ratio\": 8.04404761904762}, {\"job\": \"unknown\", \"condition_ratio\": 7.470588235294118}, {\"job\": \"self-employed\", \"condition_ratio\": 7.44385026737968}, {\"job\": \"admin.\", \"condition_ratio\": 7.194928684627575}, {\"job\": \"management\", \"condition_ratio\": 6.269792467332821}, {\"job\": \"unemployed\", \"condition_ratio\": 5.4504950495049505}, {\"job\": \"retired\", \"condition_ratio\": 3.387596899224806}, {\"job\": \"student\", \"condition_ratio\": 2.486988847583643}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c52976d6150befbeb3425d4454d7077d84e6286 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:59:18.744564+00:00", + "ended_at": "2026-05-04T06:59:31.030914+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_b87a8f18f4643ffb", + "problem_id": "v2p_m8_3506a62746c902b9", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=job, condition_col=y.", + "bindings": { + "group_col": "job", + "condition_col": "y", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_b87a8f18f4643ffb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_b87a8f18f4643ffb", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 2432, + "output_tokens": 189, + "total_tokens": 22997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2717, + "estimated_output_tokens": 173, + "estimated_total_tokens": 2890, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12205.65, + "sql_execution_elapsed_ms_total": 42.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_b87a8f18f4643ffb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72fa55e551308395d50c6c8daa223ec496500004 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_b87a8f18f4643ffb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:30.978044+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12205.65, "started_at": "2026-05-04T06:59:18.754502+00:00", "ended_at": "2026-05-04T06:59:30.960350+00:00", "prompt_metrics": {"chars": 9746, "bytes_utf8": 9746, "lines": 303, "estimated_tokens": 2717}, "response_metrics": {"chars": 655, "bytes_utf8": 655, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 22808, "cached_input_tokens": 2432, "output_tokens": 189}, "stderr_preview": "2026-05-04T06:59:19.029045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:21.517992Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, group_col_2=poutcome, measure_col=day.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "pdays", + "group_col_2": "poutcome", + "measure_col": "day", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "unknown", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb1ebc52f53a157f2081e2ab08125e5f81613483 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-1ba6-7250-964c-dbfcf6b4e522"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'unknown'\\nGROUP BY \\\"pdays\\\", \\\"poutcome\\\"\\nORDER BY \\\"pdays\\\", \\\"poutcome\\\";\",\"notes\":\"Used the provided template and bindings exactly. Cast \\\"day\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d390bf7ec30f5004b741626431a06ff4bffb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"pdays\", \"poutcome\",\n SUM(CAST(\"day\" AS REAL)) AS sum_measure,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'unknown'\nGROUP BY \"pdays\", \"poutcome\"\nORDER BY \"pdays\", \"poutcome\";","notes":"Used the provided template and bindings exactly. Cast \"day\" 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_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72cbb753f318d711495b12e047c2c503649442fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:27.362249Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:29.908109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:39.615279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..513bd49029787844849cc1d5ae277d361fabc21a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, group_col_2=poutcome, measure_col=day. +Result preview: [{"pdays": "-1", "poutcome": "unknown", "sum_measure": 596638.0, "avg_measure": 16.145424040699247, "support": 36954}, {"pdays": "168", "poutcome": "unknown", "sum_measure": 15.0, "avg_measure": 15.0, "support": 1}, {"pdays": "188", "poutcome": "unknown", "sum_measure": 29.0, "avg_measure": 29.0, "support": 1}, {"pdays": "416", "poutcome": "unknown", "sum_measure": 24.0, "avg_measure": 24.0, "support": 1}, {"pdays": "528", "poutcome": "unknown", "sum_measure": 14.0, "avg_measure": 14.0, "support": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd8689eb1ce81395daba36302e52f7d136249a57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_bc06a27f830a67ce +-- problem_id: v2p_m8_b154aa66608a41db +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "poutcome", + SUM(CAST("day" AS REAL)) AS sum_measure, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'unknown' +GROUP BY "pdays", "poutcome" +ORDER BY "pdays", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8356177e430518faf2de2dc03cee37572aab16f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/query_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_two_dimensional_summary\nSELECT \"pdays\", \"poutcome\",\n SUM(CAST(\"day\" AS REAL)) AS sum_measure,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'unknown'\nGROUP BY \"pdays\", \"poutcome\"\nORDER BY \"pdays\", \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"poutcome\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'unknown'\\nGROUP BY \\\"pdays\\\", \\\"poutcome\\\"\\nORDER BY \\\"pdays\\\", \\\"poutcome\\\";\", \"columns\": [\"pdays\", \"poutcome\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"poutcome\": \"unknown\", \"sum_measure\": 596638.0, \"avg_measure\": 16.145424040699247, \"support\": 36954}, {\"pdays\": \"168\", \"poutcome\": \"unknown\", \"sum_measure\": 15.0, \"avg_measure\": 15.0, \"support\": 1}, {\"pdays\": \"188\", \"poutcome\": \"unknown\", \"sum_measure\": 29.0, \"avg_measure\": 29.0, \"support\": 1}, {\"pdays\": \"416\", \"poutcome\": \"unknown\", \"sum_measure\": 24.0, \"avg_measure\": 24.0, \"support\": 1}, {\"pdays\": \"528\", \"poutcome\": \"unknown\", \"sum_measure\": 14.0, \"avg_measure\": 14.0, \"support\": 1}, {\"pdays\": \"98\", \"poutcome\": \"unknown\", \"sum_measure\": 6.0, \"avg_measure\": 6.0, \"support\": 1}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2a4d9d6ae03e5f78ce5fe9628ff975deecd073e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:20:27.162883+00:00", + "ended_at": "2026-05-04T07:20:40.485756+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bc06a27f830a67ce", + "problem_id": "v2p_m8_b154aa66608a41db", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "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 Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=pdays, group_col_2=poutcome, measure_col=day.", + "bindings": { + "group_col": "pdays", + "group_col_2": "poutcome", + "measure_col": "day", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "unknown", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_bc06a27f830a67ce.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bc06a27f830a67ce", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 22937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2815, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13253.33, + "sql_execution_elapsed_ms_total": 36.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bc06a27f830a67ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d1a3a70628ac3a59a6c64a736198bc9aea4f9eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bc06a27f830a67ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:40.441488+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13253.33, "started_at": "2026-05-04T07:20:27.170926+00:00", "ended_at": "2026-05-04T07:20:40.424691+00:00", "prompt_metrics": {"chars": 9535, "bytes_utf8": 9535, "lines": 306, "estimated_tokens": 2682}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22771, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T07:20:27.362249Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:29.908109Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=previous.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "previous", + "predicate_col": "contact", + "predicate_op": "=", + "predicate_value": "unknown", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e57f4960df85fd8a71a20b5748e6840423dabe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-d12b-78d3-8854-818f0f8653a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"contact\\\" = 'unknown'\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"previous\\\", predicate_col=\\\"contact\\\", predicate_op=\\\"=\\\", predicate_value='unknown', top_k=17. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0caa40287e9b004ae257f254724db6a96bbce0de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"contact\" = 'unknown'\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"previous\", predicate_col=\"contact\", predicate_op=\"=\", predicate_value='unknown', top_k=17. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a5a629334069d3c875a82eac3d0b3a55f155d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:24.049803Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:26.610886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:34.261358Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b74b15e27964af72161d21db903b457c425889bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/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=previous. +Result preview: [{"previous": "0", "support": 12950}, {"previous": "2", "support": 24}, {"previous": "1", "support": 14}, {"previous": "3", "support": 8}, {"previous": "6", "support": 5}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9770966812f4905ac2f470b80a42b31cbd8491c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_bce06277a0dbf9c9 +-- problem_id: v2p_m8_61442fc576703559 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE "contact" = 'unknown' +GROUP BY "previous" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45f881b4c69a8764a66679b8c60022d22a5bb048 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/query_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 \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"contact\" = 'unknown'\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"contact\\\" = 'unknown'\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"previous\", \"support\"], \"rows\": [{\"previous\": \"0\", \"support\": 12950}, {\"previous\": \"2\", \"support\": 24}, {\"previous\": \"1\", \"support\": 14}, {\"previous\": \"3\", \"support\": 8}, {\"previous\": \"6\", \"support\": 5}, {\"previous\": \"5\", \"support\": 5}, {\"previous\": \"4\", \"support\": 5}, {\"previous\": \"7\", \"support\": 4}, {\"previous\": \"12\", \"support\": 2}, {\"previous\": \"41\", \"support\": 1}, {\"previous\": \"21\", \"support\": 1}, {\"previous\": \"11\", \"support\": 1}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68096071d5e0fb552956661aedfac661a5c4509f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:11:23.803556+00:00", + "ended_at": "2026-05-04T07:11:35.235765+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bce06277a0dbf9c9", + "problem_id": "v2p_m8_61442fc576703559", + "dataset_id": "m8", + "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=previous.", + "bindings": { + "group_col": "previous", + "predicate_col": "contact", + "predicate_op": "=", + "predicate_value": "unknown", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_bce06277a0dbf9c9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bce06277a0dbf9c9", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22771, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11381.68, + "sql_execution_elapsed_ms_total": 15.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bce06277a0dbf9c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b52f57d33a3a544f54ab1aca36f1dd45e0db6ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bce06277a0dbf9c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:35.211460+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11381.68, "started_at": "2026-05-04T07:11:23.812264+00:00", "ended_at": "2026-05-04T07:11:35.194025+00:00", "prompt_metrics": {"chars": 9151, "bytes_utf8": 9151, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:11:24.049803Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:26.610886Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=loan, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a8339926c815b8f10627e98926589b1d232441d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-5112-76c3-b6bd-3906fbfff07e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"loan\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the required Two-Axis Target Rate Surface template with group_col=\\\"age\\\", group_col_2=\\\"loan\\\", and target_col=\\\"y\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9cd287f6b2abcbf54a85be8a9927367dfb030c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"loan\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the required Two-Axis Target Rate Surface template with group_col=\"age\", group_col_2=\"loan\", and target_col=\"y\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e3bb069a119993b7cb3c8fb7942de4bb68d410 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:17.098787Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:19.554645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:27.227268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..038db9ff966a5147b10b67a4f77877c3ca83d3ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=loan, target_col=y. +Result preview: [{"age": "65", "loan": "yes", "target_rate": 1.0}, {"age": "66", "loan": "yes", "target_rate": 1.0}, {"age": "90", "loan": "no", "target_rate": 1.0}, {"age": "92", "loan": "no", "target_rate": 1.0}, {"age": "93", "loan": "no", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5580541291cc8a2ac0dd93310c086534adafd90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_bd2c19901f42d51c +-- problem_id: v2p_m8_18b091e7e18c8945 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "loan" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0a8ea38724411f91f44e9c6d28a810123f97d29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/query_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_two_dim_target_rate\nSELECT \"age\", \"loan\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m8\"\nGROUP BY \"age\", \"loan\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"loan\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"loan\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"age\", \"loan\", \"target_rate\"], \"rows\": [{\"age\": \"65\", \"loan\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"66\", \"loan\": \"yes\", \"target_rate\": 1.0}, {\"age\": \"90\", \"loan\": \"no\", \"target_rate\": 1.0}, {\"age\": \"92\", \"loan\": \"no\", \"target_rate\": 1.0}, {\"age\": \"93\", \"loan\": \"no\", \"target_rate\": 1.0}, {\"age\": \"85\", \"loan\": \"no\", \"target_rate\": 0.8}, {\"age\": \"87\", \"loan\": \"no\", \"target_rate\": 0.75}, {\"age\": \"18\", \"loan\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"68\", \"loan\": \"no\", \"target_rate\": 0.5833333333333334}, {\"age\": \"84\", \"loan\": \"no\", \"target_rate\": 0.5555555555555556}, {\"age\": \"73\", \"loan\": \"no\", \"target_rate\": 0.5454545454545454}, {\"age\": \"72\", \"loan\": \"yes\", \"target_rate\": 0.5}, {\"age\": \"76\", \"loan\": \"no\", \"target_rate\": 0.5}, {\"age\": \"77\", \"loan\": \"no\", \"target_rate\": 0.5}, {\"age\": \"95\", \"loan\": \"no\", \"target_rate\": 0.5}, {\"age\": \"62\", \"loan\": \"no\", \"target_rate\": 0.4935064935064935}, {\"age\": \"64\", \"loan\": \"no\", \"target_rate\": 0.4794520547945205}, {\"age\": \"71\", \"loan\": \"no\", \"target_rate\": 0.4716981132075472}, {\"age\": \"78\", \"loan\": \"no\", \"target_rate\": 0.4666666666666667}, {\"age\": \"72\", \"loan\": \"no\", \"target_rate\": 0.46}, {\"age\": \"86\", \"loan\": \"no\", \"target_rate\": 0.4444444444444444}, {\"age\": \"67\", \"loan\": \"no\", \"target_rate\": 0.42592592592592593}, {\"age\": \"82\", \"loan\": \"no\", \"target_rate\": 0.42105263157894735}, {\"age\": \"61\", \"loan\": \"no\", \"target_rate\": 0.40441176470588236}, {\"age\": \"79\", \"loan\": \"no\", \"target_rate\": 0.4}, {\"age\": \"63\", \"loan\": \"no\", \"target_rate\": 0.38961038961038963}, {\"age\": \"80\", \"loan\": \"no\", \"target_rate\": 0.3870967741935484}, {\"age\": \"69\", \"loan\": \"no\", \"target_rate\": 0.38636363636363635}, {\"age\": \"75\", \"loan\": \"no\", \"target_rate\": 0.38461538461538464}, {\"age\": \"66\", \"loan\": \"no\", \"target_rate\": 0.3709677419354839}, {\"age\": \"81\", \"loan\": \"no\", \"target_rate\": 0.35294117647058826}, {\"age\": \"74\", \"loan\": \"no\", \"target_rate\": 0.35135135135135137}, {\"age\": \"65\", \"loan\": \"no\", \"target_rate\": 0.3448275862068966}, {\"age\": \"62\", \"loan\": \"yes\", \"target_rate\": 0.3333333333333333}, {\"age\": \"20\", \"loan\": \"no\", \"target_rate\": 0.3191489361702128}, {\"age\": \"22\", \"loan\": \"no\", \"target_rate\": 0.3162393162393162}, {\"age\": \"19\", \"loan\": \"no\", \"target_rate\": 0.3142857142857143}, {\"age\": \"21\", \"loan\": \"no\", \"target_rate\": 0.29577464788732394}, {\"age\": \"83\", \"loan\": \"no\", \"target_rate\": 0.2727272727272727}, {\"age\": \"70\", \"loan\": \"no\", \"target_rate\": 0.2537313432835821}, {\"age\": \"22\", \"loan\": \"yes\", \"target_rate\": 0.25}, {\"age\": \"24\", \"loan\": \"no\", \"target_rate\": 0.23863636363636365}, {\"age\": \"23\", \"loan\": \"no\", \"target_rate\": 0.23497267759562843}, {\"age\": \"25\", \"loan\": \"no\", \"target_rate\": 0.2266355140186916}, {\"age\": \"61\", \"loan\": \"yes\", \"target_rate\": 0.18181818181818182}, {\"age\": \"60\", \"loan\": \"no\", \"target_rate\": 0.18093385214007782}, {\"age\": \"26\", \"loan\": \"no\", \"target_rate\": 0.18012422360248448}, {\"age\": \"27\", \"loan\": \"no\", \"target_rate\": 0.1765498652291105}, {\"age\": \"28\", \"loan\": \"no\", \"target_rate\": 0.17391304347826086}, {\"age\": \"25\", \"loan\": \"yes\", \"target_rate\": 0.16161616161616163}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 261.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f12bdc5f104a9235cf53202d38c3543d1c66c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:52:16.910600+00:00", + "ended_at": "2026-05-04T06:52:28.200954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bd2c19901f42d51c", + "problem_id": "v2p_m8_18b091e7e18c8945", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=loan, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "loan", + "target_col": "y", + "target_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_bd2c19901f42d51c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bd2c19901f42d51c", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2722, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10993.17, + "sql_execution_elapsed_ms_total": 261.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bd2c19901f42d51c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..407bdcccba817ec36641d840372a618d4c701680 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd2c19901f42d51c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:27.929785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10993.17, "started_at": "2026-05-04T06:52:16.918259+00:00", "ended_at": "2026-05-04T06:52:27.911629+00:00", "prompt_metrics": {"chars": 9223, "bytes_utf8": 9223, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22699, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T06:52:17.098787Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:19.554645Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=education, condition_col=default.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "education", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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 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_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a27e45415177e058c0ce560e1129d042f9ac744a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-6c33-7912-84f4-521658b6a449"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"education\\\" and condition_col=\\\"default\\\", measuring the within-group proportion where default='no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":21888,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b2656ea59a0c9324dc78efb35ebc9a10858f01d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"education\",\n AVG(CASE WHEN \"default\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"education\" and condition_col=\"default\", measuring the within-group proportion where default='no'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8af2368958232c44fd2b01a98893432eb2f7355d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:46.207367Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:48.918243Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:55.996225Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97f5edeb44f93cba7f9dc8097c9a40834e6912f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/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=education, condition_col=default. +Result preview: [{"education": "tertiary", "condition_rate": 0.9851139012104353}, {"education": "unknown", "condition_rate": 0.9827679052234787}, {"education": "primary", "condition_rate": 0.9814625602101883}, {"education": "secondary", "condition_rate": 0.9802603223860012}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63cdca13ddf16b2864aa7ee9be942cdf01f900ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_bd9466ab8f8dd822 +-- problem_id: v2p_m8_720426378071037e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "default" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cdd2d61860ddca010ea8a7a57bad4dc68ecf5b98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/query_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 \"education\",\n AVG(CASE WHEN \"default\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"education\", \"condition_rate\"], \"rows\": [{\"education\": \"tertiary\", \"condition_rate\": 0.9851139012104353}, {\"education\": \"unknown\", \"condition_rate\": 0.9827679052234787}, {\"education\": \"primary\", \"condition_rate\": 0.9814625602101883}, {\"education\": \"secondary\", \"condition_rate\": 0.9802603223860012}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e506de8ae0acf1c5153872f1606ba6729c8b9353 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:56:45.965542+00:00", + "ended_at": "2026-05-04T06:56:56.967411+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bd9466ab8f8dd822", + "problem_id": "v2p_m8_720426378071037e", + "dataset_id": "m8", + "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=education, condition_col=default.", + "bindings": { + "group_col": "education", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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", + "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_c\\m8\\sql\\v2q_m8_bd9466ab8f8dd822.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bd9466ab8f8dd822", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 21888, + "output_tokens": 100, + "total_tokens": 22762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10935.7, + "sql_execution_elapsed_ms_total": 32.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bd9466ab8f8dd822\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1579cababc4cbb423a1dfd087d65b94ce1a9df9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bd9466ab8f8dd822/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:56.924783+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10935.7, "started_at": "2026-05-04T06:56:45.974457+00:00", "ended_at": "2026-05-04T06:56:56.909893+00:00", "prompt_metrics": {"chars": 9213, "bytes_utf8": 9213, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22662, "cached_input_tokens": 21888, "output_tokens": 100}, "stderr_preview": "2026-05-04T06:56:46.207367Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:48.918243Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=loan, measure_col=balance.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "loan", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f17dc185b27cd9c2a014c3426b527d85d46cfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-38ac-70f0-9f2a-bb203d63aae5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"loan\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"loan\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"loan\\\" and measure_col bound to \\\"balance\\\". Cast \\\"balance\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22613,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7fec83788c8bda6a6e27764119874ff664e7c23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"loan\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"loan\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"loan\" and measure_col bound to \"balance\". Cast \"balance\" 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_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb189c6f2399fd0e3cc506db7d216d837d7791c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:49.783986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:52.189613Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:59.152789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6146350e872832e188957bf6b74c1454f3cbbe67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/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=loan, measure_col=balance. +Result preview: [{"loan": "no", "avg_measure": 1474.4536307846288}, {"loan": "yes", "avg_measure": 774.3099116510215}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a050c9eaf48abf545d051b5424f05f663feeedb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_be1225b40f8db6b7 +-- problem_id: v2p_m8_42b6ece90d0a407a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "loan", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "loan") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04850f140d0ff2bf56fda0cee6423a7d99b00c2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/query_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 \"loan\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"loan\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"loan\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"loan\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"loan\", \"avg_measure\"], \"rows\": [{\"loan\": \"no\", \"avg_measure\": 1474.4536307846288}, {\"loan\": \"yes\", \"avg_measure\": 774.3099116510215}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 129.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd8a67c7cd1beac113325160e39aa82fb56dbca2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:59:49.403293+00:00", + "ended_at": "2026-05-04T07:00:00.308183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_be1225b40f8db6b7", + "problem_id": "v2p_m8_42b6ece90d0a407a", + "dataset_id": "m8", + "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=loan, measure_col=balance.", + "bindings": { + "group_col": "loan", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_be1225b40f8db6b7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_be1225b40f8db6b7", + "api_calls": 0, + "input_tokens": 22613, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2522, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10735.64, + "sql_execution_elapsed_ms_total": 129.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_be1225b40f8db6b7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4156a566fca2ec93a7f04da6abc115fc77368443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_be1225b40f8db6b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:00.161255+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10735.64, "started_at": "2026-05-04T06:59:49.411913+00:00", "ended_at": "2026-05-04T07:00:00.146172+00:00", "prompt_metrics": {"chars": 9038, "bytes_utf8": 9038, "lines": 300, "estimated_tokens": 2522}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22613, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T06:59:49.783986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:52.189613Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=job, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "job", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33032ce4caa725f917161e3b07019f90058347fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-c9fc-7062-b04f-608ae27a5693"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"job\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"job\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":21888,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..046f152bc5155595adeadd454a324723444c3c4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"job\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"job\", target_col=\"y\", target_value='yes', min_support=4, and top_k=16. 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_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54401fd075bf727de75a59c283648b429a49df13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:01.826259Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:04.243734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:12.495432Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe65af4066ee932e00a844afbc497c43c1bcdaf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=job, target_col=y. +Result preview: [{"job": "student", "support": 938, "focus_rate": 0.2867803837953092}, {"job": "retired", "support": 2264, "focus_rate": 0.22791519434628976}, {"job": "unemployed", "support": 1303, "focus_rate": 0.15502686108979277}, {"job": "management", "support": 9458, "focus_rate": 0.13755550856417847}, {"job": "admin.", "support": 5171, "focus_rate": 0.12202668729452718}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ca8317439b9632c25e093e39156842cfd23e0ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_bf42170016d38f44 +-- problem_id: v2p_m8_3ef7a73b2f12c68e +-- realization_mode: agent +-- source_kind: agent +SELECT + "job", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3e3bbd36def77a71966e839566a9c126e0b07a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/query_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_target_rate_extremes_v2\nSELECT\n \"job\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"job\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"job\", \"support\", \"focus_rate\"], \"rows\": [{\"job\": \"student\", \"support\": 938, \"focus_rate\": 0.2867803837953092}, {\"job\": \"retired\", \"support\": 2264, \"focus_rate\": 0.22791519434628976}, {\"job\": \"unemployed\", \"support\": 1303, \"focus_rate\": 0.15502686108979277}, {\"job\": \"management\", \"support\": 9458, \"focus_rate\": 0.13755550856417847}, {\"job\": \"admin.\", \"support\": 5171, \"focus_rate\": 0.12202668729452718}, {\"job\": \"self-employed\", \"support\": 1579, \"focus_rate\": 0.11842938568714376}, {\"job\": \"unknown\", \"support\": 288, \"focus_rate\": 0.11805555555555555}, {\"job\": \"technician\", \"support\": 7597, \"focus_rate\": 0.11056996182703699}, {\"job\": \"services\", \"support\": 4154, \"focus_rate\": 0.08883004333172845}, {\"job\": \"housemaid\", \"support\": 1240, \"focus_rate\": 0.08790322580645162}, {\"job\": \"entrepreneur\", \"support\": 1487, \"focus_rate\": 0.08271687962340282}, {\"job\": \"blue-collar\", \"support\": 9732, \"focus_rate\": 0.07274969173859433}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c45436cad470d291a5f13a85fd34884ccec96cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:31:01.575516+00:00", + "ended_at": "2026-05-04T07:31:13.471217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bf42170016d38f44", + "problem_id": "v2p_m8_3ef7a73b2f12c68e", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=job, target_col=y.", + "bindings": { + "group_col": "job", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_bf42170016d38f44.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bf42170016d38f44", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 22877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2765, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.23, + "sql_execution_elapsed_ms_total": 37.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bf42170016d38f44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed090bfcb5e1f7e24e7635173c88456593b90c38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:13.423785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11819.23, "started_at": "2026-05-04T07:31:01.581059+00:00", "ended_at": "2026-05-04T07:31:13.402005+00:00", "prompt_metrics": {"chars": 9277, "bytes_utf8": 9277, "lines": 301, "estimated_tokens": 2623}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22712, "cached_input_tokens": 21888, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:31:01.826259Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:04.243734Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"job\\\", target_col=\\\"y\\\", target_value='yes', min_support=4, and top_k=16. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11fab5c761f32d8cf7c8b4757c97755320cbfaf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bf42170016d38f44/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bf42170016d38f44", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 22877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2765, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11819.23, + "sql_execution_elapsed_ms_total": 37.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bf42170016d38f44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cb73f8782444d13c244c91d67fd535874283d3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9088, "bytes_utf8": 9088, "lines": 300, "estimated_tokens": 2552}} +{"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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb7070973bcf486d73428aa88f968b462d376052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bfea5b2e9b2c9508", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11412.72, + "sql_execution_elapsed_ms_total": 28.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bfea5b2e9b2c9508\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..926000c265bde4beba126855d957f047a64f6614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/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": "2026-05-04T07:17:08.900443+00:00", + "ended_at": "2026-05-04T07:17:20.313619+00:00", + "elapsed_ms": 11412.72, + "prompt_metrics": { + "chars": 9088, + "bytes_utf8": 9088, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13271 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22641, + "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_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab72006fbd52710603c89f91b1854162b829c812 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=pdays.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e888c9023f32ea93eba29ddd8c5530fb6ea54eaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-1547-7bd3-90c1-666c14c3e140"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"y\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" from TEXT to REAL for a correct SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bcfc02e130074e81c65e8f89bbbd8b00448a254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"y\" and measure_col=\"pdays\". Cast \"pdays\" from TEXT to REAL for a correct SQLite average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..072209a1b34f3bc6acdd9167a7d455580f3d3e42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:09.137814Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:11.707425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:19.471147Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0b50ed15a0917fe4a4e426023127a676bc0101d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=pdays. +Result preview: [{"y": "no", "avg_measure": 36.421371674765794, "support": 39922}, {"y": "yes", "avg_measure": 68.70296842503309, "support": 5289}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a559bce055ef8b316a3285981540ca8306d1f1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_bfea5b2e9b2c9508 +-- problem_id: v2p_m8_101a126f663ca9ee +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..817460c7ab51f2accd19fd8a43c57d56903332c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/query_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_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"avg_measure\", \"support\"], \"rows\": [{\"y\": \"no\", \"avg_measure\": 36.421371674765794, \"support\": 39922}, {\"y\": \"yes\", \"avg_measure\": 68.70296842503309, \"support\": 5289}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..083ceda4df105b021db04c0b9f52313f226f8d00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:17:08.891644+00:00", + "ended_at": "2026-05-04T07:17:20.370105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_bfea5b2e9b2c9508", + "problem_id": "v2p_m8_101a126f663ca9ee", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=pdays.", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_bfea5b2e9b2c9508.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bfea5b2e9b2c9508", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11412.72, + "sql_execution_elapsed_ms_total": 28.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bfea5b2e9b2c9508\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f22908dbe80182d2f5b0089bcbf6ce03dc0bc00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:20.330841+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11412.72, "started_at": "2026-05-04T07:17:08.900443+00:00", "ended_at": "2026-05-04T07:17:20.313619+00:00", "prompt_metrics": {"chars": 9088, "bytes_utf8": 9088, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 154}, "stderr_preview": "2026-05-04T07:17:09.137814Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:11.707425Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"y\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" from TEXT to REAL for a correct SQLite average.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b711b9a043008a01e7b410fab24f45c22bf5895 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_bfea5b2e9b2c9508/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_bfea5b2e9b2c9508", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 22795, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11412.72, + "sql_execution_elapsed_ms_total": 28.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_bfea5b2e9b2c9508\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b72b811b7ff2a5eba73b901e953eaa50f3d1e401 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9283, "bytes_utf8": 9283, "lines": 301, "estimated_tokens": 2625}} +{"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": 142}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc83d8b23c7901355523963d54b8f1cf18903498 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c221d5e93f867a11", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2767, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12596.11, + "sql_execution_elapsed_ms_total": 37.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c221d5e93f867a11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..710e3e64a706bcfb6032c5d56f1ac5d62fdd21bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/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": "2026-05-04T07:31:13.482544+00:00", + "ended_at": "2026-05-04T07:31:26.078687+00:00", + "elapsed_ms": 12596.11, + "prompt_metrics": { + "chars": 9283, + "bytes_utf8": 9283, + "lines": 301, + "estimated_tokens": 2625 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 22714, + "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_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..510f70751c02f8ff2df9e583d1577729de2bf530 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,301 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=marital, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "marital", + "target_col": "y", + "target_value": "no", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0b8140132c0d95c40ae87b79cbe625d365526e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-f841-7572-bfbf-e6a02c24baa5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"marital\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"marital\\\", target_col=\\\"y\\\", target_value='no', min_support=5, and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22714,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..100d91cbe92b62bdce8b0a2e3a6669f40789cbfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"marital\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"marital\", target_col=\"y\", target_value='no', min_support=5, and top_k=12. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b641da731a5faa6921cceca372de2925425a9d79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:13.644678Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:16.135650Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:25.214552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56a63729db5a56a763c65a8a7510e459163a2ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=marital, target_col=y. +Result preview: [{"marital": "married", "support": 27214, "focus_rate": 0.8987653413684134}, {"marital": "divorced", "support": 5207, "focus_rate": 0.8805454196274246}, {"marital": "single", "support": 12790, "focus_rate": 0.8505082095387021}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62ff81e00acbdadb3c874026710521adb5b93be1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_c221d5e93f867a11 +-- problem_id: v2p_m8_6924025163bbd563 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4d9d54cabcae03f64ac2e76b29221b0d45ea063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/query_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_target_rate_extremes_v2\nSELECT\n \"marital\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"marital\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"marital\", \"support\", \"focus_rate\"], \"rows\": [{\"marital\": \"married\", \"support\": 27214, \"focus_rate\": 0.8987653413684134}, {\"marital\": \"divorced\", \"support\": 5207, \"focus_rate\": 0.8805454196274246}, {\"marital\": \"single\", \"support\": 12790, \"focus_rate\": 0.8505082095387021}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..842a315c67509d5a41ed753cd8cb8fdd39103f15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:31:13.473556+00:00", + "ended_at": "2026-05-04T07:31:26.143644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c221d5e93f867a11", + "problem_id": "v2p_m8_6924025163bbd563", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=marital, target_col=y.", + "bindings": { + "group_col": "marital", + "target_col": "y", + "target_value": "no", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_c221d5e93f867a11.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c221d5e93f867a11", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2767, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12596.11, + "sql_execution_elapsed_ms_total": 37.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c221d5e93f867a11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07d94e28ef6dc486a17798ea9d512942b11e17d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:26.097324+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12596.11, "started_at": "2026-05-04T07:31:13.482544+00:00", "ended_at": "2026-05-04T07:31:26.078687+00:00", "prompt_metrics": {"chars": 9283, "bytes_utf8": 9283, "lines": 301, "estimated_tokens": 2625}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:31:13.644678Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:16.135650Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"marital\\\", target_col=\\\"y\\\", target_value='no', min_support=5, and top_k=12. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d1bcb8a1451a438018790a2ac15c2c1a158288a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c221d5e93f867a11/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c221d5e93f867a11", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2767, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12596.11, + "sql_execution_elapsed_ms_total": 37.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c221d5e93f867a11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4acc52295fa44fa92b39d054075c6818ed48b660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9542, "bytes_utf8": 9542, "lines": 306, "estimated_tokens": 2680}} +{"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": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22769, "cached_input_tokens": 19840, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1e89e03ffae96ea1c902cf81c6c22d9613ceef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c3aba46a1a98744c", + "api_calls": 0, + "input_tokens": 22769, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2680, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2817, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12406.35, + "sql_execution_elapsed_ms_total": 24.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c3aba46a1a98744c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6154f6d8292eb5b34471dea2e49a93393a5e447f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/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": "2026-05-04T07:19:02.614422+00:00", + "ended_at": "2026-05-04T07:19:15.019963+00:00", + "elapsed_ms": 12406.35, + "prompt_metrics": { + "chars": 9542, + "bytes_utf8": 9542, + "lines": 306, + "estimated_tokens": 2680 + }, + "stdout_metrics": { + "chars": 887, + "bytes_utf8": 887, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 535, + "bytes_utf8": 535, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 22769, + "cached_input_tokens": 19840, + "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_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e154ca26d0ae31101f2d79a0cbcbeead2723df75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, group_col_2=previous, measure_col=pdays.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "campaign", + "group_col_2": "previous", + "measure_col": "pdays", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2974ed138bf8cafc3e6fec094d98b683333d1fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-d16a-73e3-a581-a60aca15451d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"campaign\\\", \\\"previous\\\"\\nORDER BY \\\"campaign\\\", \\\"previous\\\";\",\"notes\":\"Used the required template and bound roles exactly as provided. Casted \\\"pdays\\\" and \\\"duration\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22769,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c98256c339a0a1eefe153871963d1d25b785ea4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"campaign\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS sum_measure,\n AVG(CAST(\"pdays\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"campaign\", \"previous\"\nORDER BY \"campaign\", \"previous\";","notes":"Used the required template and bound roles exactly as provided. Casted \"pdays\" and \"duration\" 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_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b13f1f5e1a7f74b4ddafe07d186c3d0cdf6a64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:02.853639Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:05.508337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:14.346709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17a7da8c45fdd0d07401ac28d887e8e869b12e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, group_col_2=previous, measure_col=pdays. +Result preview: [{"campaign": "1", "previous": "0", "sum_measure": -3467.0, "avg_measure": -1.0, "support": 3467}, {"campaign": "1", "previous": "1", "sum_measure": 88685.0, "avg_measure": 235.23872679045093, "support": 377}, {"campaign": "1", "previous": "10", "sum_measure": 1424.0, "avg_measure": 178.0, "support": 8}, {"campaign": "1", "previous": "11", "sum_measure": 1278.0, "avg_measure": 213.0, "support": 6}, {"campaign": "1", "previous": "12", "sum_measure": 381.0, "avg_measure": 190.5, "support": 2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a84d156d82a8af9e388db3a42e4c49830d3adcfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_c3aba46a1a98744c +-- problem_id: v2p_m8_55cdc66c074a8f18 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "previous", + SUM(CAST("pdays" AS REAL)) AS sum_measure, + AVG(CAST("pdays" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "campaign", "previous" +ORDER BY "campaign", "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b653fc67b1ea9b548363c430846c8780967e89b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/query_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_two_dimensional_summary\nSELECT \"campaign\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS sum_measure,\n AVG(CAST(\"pdays\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"duration\" AS REAL) >= 319.0\nGROUP BY \"campaign\", \"previous\"\nORDER BY \"campaign\", \"previous\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"duration\\\" AS REAL) >= 319.0\\nGROUP BY \\\"campaign\\\", \\\"previous\\\"\\nORDER BY \\\"campaign\\\", \\\"previous\\\";\", \"columns\": [\"campaign\", \"previous\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"previous\": \"0\", \"sum_measure\": -3467.0, \"avg_measure\": -1.0, \"support\": 3467}, {\"campaign\": \"1\", \"previous\": \"1\", \"sum_measure\": 88685.0, \"avg_measure\": 235.23872679045093, \"support\": 377}, {\"campaign\": \"1\", \"previous\": \"10\", \"sum_measure\": 1424.0, \"avg_measure\": 178.0, \"support\": 8}, {\"campaign\": \"1\", \"previous\": \"11\", \"sum_measure\": 1278.0, \"avg_measure\": 213.0, \"support\": 6}, {\"campaign\": \"1\", \"previous\": \"12\", \"sum_measure\": 381.0, \"avg_measure\": 190.5, \"support\": 2}, {\"campaign\": \"1\", \"previous\": \"13\", \"sum_measure\": 771.0, \"avg_measure\": 257.0, \"support\": 3}, {\"campaign\": \"1\", \"previous\": \"14\", \"sum_measure\": 261.0, \"avg_measure\": 130.5, \"support\": 2}, {\"campaign\": \"1\", \"previous\": \"19\", \"sum_measure\": 583.0, \"avg_measure\": 291.5, \"support\": 2}, {\"campaign\": \"1\", \"previous\": \"2\", \"sum_measure\": 54290.0, \"avg_measure\": 218.0321285140562, \"support\": 249}, {\"campaign\": \"1\", \"previous\": \"20\", \"sum_measure\": 178.0, \"avg_measure\": 178.0, \"support\": 1}, {\"campaign\": \"1\", \"previous\": \"24\", \"sum_measure\": 173.0, \"avg_measure\": 173.0, \"support\": 1}, {\"campaign\": \"1\", \"previous\": \"3\", \"sum_measure\": 31770.0, \"avg_measure\": 198.5625, \"support\": 160}, {\"campaign\": \"1\", \"previous\": \"35\", \"sum_measure\": 46.0, \"avg_measure\": 46.0, \"support\": 1}, {\"campaign\": \"1\", \"previous\": \"4\", \"sum_measure\": 16803.0, \"avg_measure\": 204.91463414634146, \"support\": 82}, {\"campaign\": \"1\", \"previous\": \"5\", \"sum_measure\": 11023.0, \"avg_measure\": 204.12962962962962, \"support\": 54}, {\"campaign\": \"1\", \"previous\": \"6\", \"sum_measure\": 6529.0, \"avg_measure\": 210.61290322580646, \"support\": 31}, {\"campaign\": \"1\", \"previous\": \"7\", \"sum_measure\": 3489.0, \"avg_measure\": 205.23529411764707, \"support\": 17}, {\"campaign\": \"1\", \"previous\": \"8\", \"sum_measure\": 2072.0, \"avg_measure\": 172.66666666666666, \"support\": 12}, {\"campaign\": \"1\", \"previous\": \"9\", \"sum_measure\": 1836.0, \"avg_measure\": 229.5, \"support\": 8}, {\"campaign\": \"10\", \"previous\": \"0\", \"sum_measure\": -43.0, \"avg_measure\": -1.0, \"support\": 43}, {\"campaign\": \"10\", \"previous\": \"1\", \"sum_measure\": 362.0, \"avg_measure\": 362.0, \"support\": 1}, {\"campaign\": \"10\", \"previous\": \"3\", \"sum_measure\": 115.0, \"avg_measure\": 115.0, \"support\": 1}, {\"campaign\": \"11\", \"previous\": \"0\", \"sum_measure\": -39.0, \"avg_measure\": -1.0, \"support\": 39}, {\"campaign\": \"11\", \"previous\": \"5\", \"sum_measure\": 185.0, \"avg_measure\": 185.0, \"support\": 1}, {\"campaign\": \"12\", \"previous\": \"0\", \"sum_measure\": -27.0, \"avg_measure\": -1.0, \"support\": 27}, {\"campaign\": \"13\", \"previous\": \"0\", \"sum_measure\": -23.0, \"avg_measure\": -1.0, \"support\": 23}, {\"campaign\": \"13\", \"previous\": \"1\", \"sum_measure\": 96.0, \"avg_measure\": 96.0, \"support\": 1}, {\"campaign\": \"13\", \"previous\": \"11\", \"sum_measure\": 288.0, \"avg_measure\": 288.0, \"support\": 1}, {\"campaign\": \"14\", \"previous\": \"0\", \"sum_measure\": -13.0, \"avg_measure\": -1.0, \"support\": 13}, {\"campaign\": \"15\", \"previous\": \"0\", \"sum_measure\": -9.0, \"avg_measure\": -1.0, \"support\": 9}, {\"campaign\": \"16\", \"previous\": \"0\", \"sum_measure\": -8.0, \"avg_measure\": -1.0, \"support\": 8}, {\"campaign\": \"17\", \"previous\": \"0\", \"sum_measure\": -15.0, \"avg_measure\": -1.0, \"support\": 15}, {\"campaign\": \"18\", \"previous\": \"0\", \"sum_measure\": -2.0, \"avg_measure\": -1.0, \"support\": 2}, {\"campaign\": \"19\", \"previous\": \"0\", \"sum_measure\": -5.0, \"avg_measure\": -1.0, \"support\": 5}, {\"campaign\": \"2\", \"previous\": \"0\", \"sum_measure\": -2783.0, \"avg_measure\": -1.0, \"support\": 2783}, {\"campaign\": \"2\", \"previous\": \"1\", \"sum_measure\": 50033.0, \"avg_measure\": 240.54326923076923, \"support\": 208}, {\"campaign\": \"2\", \"previous\": \"10\", \"sum_measure\": 691.0, \"avg_measure\": 172.75, \"support\": 4}, {\"campaign\": \"2\", \"previous\": \"11\", \"sum_measure\": 1720.0, \"avg_measure\": 286.6666666666667, \"support\": 6}, {\"campaign\": \"2\", \"previous\": \"12\", \"sum_measure\": 624.0, \"avg_measure\": 124.8, \"support\": 5}, {\"campaign\": \"2\", \"previous\": \"13\", \"sum_measure\": 1229.0, \"avg_measure\": 307.25, \"support\": 4}, {\"campaign\": \"2\", \"previous\": \"15\", \"sum_measure\": 332.0, \"avg_measure\": 332.0, \"support\": 1}, {\"campaign\": \"2\", \"previous\": \"16\", \"sum_measure\": 231.0, \"avg_measure\": 231.0, \"support\": 1}, {\"campaign\": \"2\", \"previous\": \"17\", \"sum_measure\": 882.0, \"avg_measure\": 294.0, \"support\": 3}, {\"campaign\": \"2\", \"previous\": \"18\", \"sum_measure\": 557.0, \"avg_measure\": 278.5, \"support\": 2}, {\"campaign\": \"2\", \"previous\": \"19\", \"sum_measure\": 289.0, \"avg_measure\": 289.0, \"support\": 1}, {\"campaign\": \"2\", \"previous\": \"2\", \"sum_measure\": 35714.0, \"avg_measure\": 226.0379746835443, \"support\": 158}, {\"campaign\": \"2\", \"previous\": \"20\", \"sum_measure\": 305.0, \"avg_measure\": 305.0, \"support\": 1}, {\"campaign\": \"2\", \"previous\": \"21\", \"sum_measure\": 113.0, \"avg_measure\": 113.0, \"support\": 1}, {\"campaign\": \"2\", \"previous\": \"24\", \"sum_measure\": 324.0, \"avg_measure\": 324.0, \"support\": 1}, {\"campaign\": \"2\", \"previous\": \"27\", \"sum_measure\": 189.0, \"avg_measure\": 189.0, \"support\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ba9fbf1984cdef9778cd216b34a22f354ebe574 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:19:02.602019+00:00", + "ended_at": "2026-05-04T07:19:15.093512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c3aba46a1a98744c", + "problem_id": "v2p_m8_55cdc66c074a8f18", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "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 Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, group_col_2=previous, measure_col=pdays.", + "bindings": { + "group_col": "campaign", + "group_col_2": "previous", + "measure_col": "pdays", + "predicate_col": "duration", + "predicate_op": ">=", + "predicate_value": 319.0, + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_c3aba46a1a98744c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c3aba46a1a98744c", + "api_calls": 0, + "input_tokens": 22769, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2680, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2817, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12406.35, + "sql_execution_elapsed_ms_total": 24.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c3aba46a1a98744c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35fa2a9242b83c33ad3482305915fa8b099f12df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:15.056557+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12406.35, "started_at": "2026-05-04T07:19:02.614422+00:00", "ended_at": "2026-05-04T07:19:15.019963+00:00", "prompt_metrics": {"chars": 9542, "bytes_utf8": 9542, "lines": 306, "estimated_tokens": 2680}, "response_metrics": {"chars": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22769, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:19:02.853639Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:05.508337Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 319.0\\nGROUP BY \\\"campaign\\\", \\\"previous\\\"\\nORDER BY \\\"campaign\\\", \\\"previous\\\";\",\"notes\":\"Used the required template and bound roles exactly as provided. Casted \\\"pdays\\\" and \\\"duration\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b2d5c1d25d7aeb4a437a39fadfb582176718ff3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c3aba46a1a98744c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c3aba46a1a98744c", + "api_calls": 0, + "input_tokens": 22769, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2680, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2817, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12406.35, + "sql_execution_elapsed_ms_total": 24.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c3aba46a1a98744c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..056e98d3f9cfd4359f10d5a737cb9c9e96cab137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9239, "bytes_utf8": 9239, "lines": 303, "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": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8451a3346455cef6da840235e88bb3a72fa538f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c489a9aaae23b975", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16662.04, + "sql_execution_elapsed_ms_total": 55.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c489a9aaae23b975\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..085181c2b93eb40dcdeaca49256409f16a73d1b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/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": "2026-05-04T06:50:46.795315+00:00", + "ended_at": "2026-05-04T06:51:03.457999+00:00", + "elapsed_ms": 16662.04, + "prompt_metrics": { + "chars": 9239, + "bytes_utf8": 9239, + "lines": 303, + "estimated_tokens": 2612 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 440, + "bytes_utf8": 440, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22703, + "cached_input_tokens": 19840, + "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_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f44f45e10b39df2d1557a3890d5e1c52d5a4617b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=marital, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "marital", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3c4d7131873d914a0571b8786a1061dd1c7e63a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-f16a-7ad1-a4b7-db20a9234506"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"marital\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"marital\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=marital, target_col=y, and target_value='yes'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93adae611978a95277eec6fa54f06e4fce4bbc65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"marital\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"marital\"\nORDER BY target_rate DESC;","notes":"Used the required Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=marital, target_col=y, and target_value='yes'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1962d3d397355e8e020f429cdd4eb8f64ec631a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:47.090244Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:49.495608Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:02.880789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a91fdc364ebb89cf164a532a6d665f451bda0d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=marital, target_col=y. +Result preview: [{"age": "68", "marital": "divorced", "target_rate": 1.0}, {"age": "85", "marital": "divorced", "target_rate": 1.0}, {"age": "86", "marital": "single", "target_rate": 1.0}, {"age": "87", "marital": "divorced", "target_rate": 1.0}, {"age": "90", "marital": "divorced", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..335b71df1fe1a7a62737f13f9fd79ca20d9f72d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_c489a9aaae23b975 +-- problem_id: v2p_m8_37bad25e96c4f32c +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "marital", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "marital" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b721bc73092932a543e4a306baf508857423bf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/query_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_two_dim_target_rate\nSELECT \"age\", \"marital\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"marital\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"marital\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"marital\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"marital\", \"target_rate\"], \"rows\": [{\"age\": \"68\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"85\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"86\", \"marital\": \"single\", \"target_rate\": 1.0}, {\"age\": \"87\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"90\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"92\", \"marital\": \"married\", \"target_rate\": 1.0}, {\"age\": \"93\", \"marital\": \"married\", \"target_rate\": 1.0}, {\"age\": \"95\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"67\", \"marital\": \"divorced\", \"target_rate\": 0.875}, {\"age\": \"62\", \"marital\": \"divorced\", \"target_rate\": 0.8333333333333334}, {\"age\": \"76\", \"marital\": \"divorced\", \"target_rate\": 0.75}, {\"age\": \"85\", \"marital\": \"married\", \"target_rate\": 0.75}, {\"age\": \"71\", \"marital\": \"divorced\", \"target_rate\": 0.7272727272727273}, {\"age\": \"73\", \"marital\": \"divorced\", \"target_rate\": 0.6666666666666666}, {\"age\": \"84\", \"marital\": \"married\", \"target_rate\": 0.6666666666666666}, {\"age\": \"87\", \"marital\": \"married\", \"target_rate\": 0.6666666666666666}, {\"age\": \"77\", \"marital\": \"divorced\", \"target_rate\": 0.6}, {\"age\": \"18\", \"marital\": \"single\", \"target_rate\": 0.5833333333333334}, {\"age\": \"63\", \"marital\": \"divorced\", \"target_rate\": 0.5714285714285714}, {\"age\": \"73\", \"marital\": \"married\", \"target_rate\": 0.5277777777777778}, {\"age\": \"72\", \"marital\": \"married\", \"target_rate\": 0.5227272727272727}, {\"age\": \"63\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"68\", \"marital\": \"married\", \"target_rate\": 0.5}, {\"age\": \"68\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"69\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"73\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"77\", \"marital\": \"married\", \"target_rate\": 0.5}, {\"age\": \"78\", \"marital\": \"divorced\", \"target_rate\": 0.5}, {\"age\": \"80\", \"marital\": \"divorced\", \"target_rate\": 0.5}, {\"age\": \"82\", \"marital\": \"married\", \"target_rate\": 0.5}, {\"age\": \"83\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"86\", \"marital\": \"divorced\", \"target_rate\": 0.5}, {\"age\": \"64\", \"marital\": \"married\", \"target_rate\": 0.47692307692307695}, {\"age\": \"61\", \"marital\": \"divorced\", \"target_rate\": 0.47368421052631576}, {\"age\": \"79\", \"marital\": \"married\", \"target_rate\": 0.47058823529411764}, {\"age\": \"62\", \"marital\": \"married\", \"target_rate\": 0.4594594594594595}, {\"age\": \"64\", \"marital\": \"divorced\", \"target_rate\": 0.4444444444444444}, {\"age\": \"75\", \"marital\": \"married\", \"target_rate\": 0.4444444444444444}, {\"age\": \"78\", \"marital\": \"married\", \"target_rate\": 0.4444444444444444}, {\"age\": \"81\", \"marital\": \"married\", \"target_rate\": 0.4444444444444444}, {\"age\": \"76\", \"marital\": \"married\", \"target_rate\": 0.4166666666666667}, {\"age\": \"66\", \"marital\": \"married\", \"target_rate\": 0.41509433962264153}, {\"age\": \"71\", \"marital\": \"married\", \"target_rate\": 0.40476190476190477}, {\"age\": \"66\", \"marital\": \"divorced\", \"target_rate\": 0.4}, {\"age\": \"74\", \"marital\": \"divorced\", \"target_rate\": 0.4}, {\"age\": \"70\", \"marital\": \"divorced\", \"target_rate\": 0.38461538461538464}, {\"age\": \"69\", \"marital\": \"married\", \"target_rate\": 0.38235294117647056}, {\"age\": \"61\", \"marital\": \"married\", \"target_rate\": 0.3821138211382114}, {\"age\": \"65\", \"marital\": \"married\", \"target_rate\": 0.38}, {\"age\": \"80\", \"marital\": \"married\", \"target_rate\": 0.3793103448275862}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 55.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38fc04fb45cf89a5660257716df3d1dba57d48fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:50:46.788059+00:00", + "ended_at": "2026-05-04T06:51:03.538953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c489a9aaae23b975", + "problem_id": "v2p_m8_37bad25e96c4f32c", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, group_col_2=marital, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "marital", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_c489a9aaae23b975.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c489a9aaae23b975", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16662.04, + "sql_execution_elapsed_ms_total": 55.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c489a9aaae23b975\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce83d8091630efb7632e3564ad4f209caacc1182 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c489a9aaae23b975/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:03.475266+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16662.04, "started_at": "2026-05-04T06:50:46.795315+00:00", "ended_at": "2026-05-04T06:51:03.457999+00:00", "prompt_metrics": {"chars": 9239, "bytes_utf8": 9239, "lines": 303, "estimated_tokens": 2612}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T06:50:47.090244Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:49.495608Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=previous, measure_col=pdays.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "campaign", + "group_col_2": "previous", + "measure_col": "pdays", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "unknown", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a7c883eea0b88e24e9d3618f25ab8f41194be9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-022b-7c52-9437-e0ab85e60c32"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'unknown'\\nGROUP BY \\\"campaign\\\", \\\"previous\\\"\\nORDER BY \\\"campaign\\\", \\\"previous\\\";\",\"notes\":\"Used the required template and bound roles exactly as provided: group_col=\\\"campaign\\\", group_col_2=\\\"previous\\\", measure_col=\\\"pdays\\\", predicate_col=\\\"poutcome\\\" with value 'unknown'. CAST was added for SQLite-safe numeric aggregation because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22769,"cached_input_tokens":19840,"output_tokens":216}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..658747f0b9c8bccc67138c71363c4fea3e901d13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"campaign\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS sum_measure,\n AVG(CAST(\"pdays\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'unknown'\nGROUP BY \"campaign\", \"previous\"\nORDER BY \"campaign\", \"previous\";","notes":"Used the required template and bound roles exactly as provided: group_col=\"campaign\", group_col_2=\"previous\", measure_col=\"pdays\", predicate_col=\"poutcome\" with value 'unknown'. CAST was added for SQLite-safe numeric aggregation because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e34a4d2b83518ec7b1fdc42cb8f5d4d2920e6b46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:15.318137Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:17.668882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:28.949434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a811a50f7cf402b98c3e78a5107ba4d092379a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=previous, measure_col=pdays. +Result preview: [{"campaign": "1", "previous": "0", "sum_measure": -13529.0, "avg_measure": -1.0, "support": 13529}, {"campaign": "1", "previous": "2", "sum_measure": 188.0, "avg_measure": 188.0, "support": 1}, {"campaign": "1", "previous": "5", "sum_measure": 168.0, "avg_measure": 168.0, "support": 1}, {"campaign": "10", "previous": "0", "sum_measure": -256.0, "avg_measure": -1.0, "support": 256}, {"campaign": "11", "previous": "0", "sum_measure": -189.0, "avg_measure": -1.0, "support": 189}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2275cbb0d0f1f4e8dc9e4a339d758f323475526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_c4d1f06bcc6aaf4f +-- problem_id: v2p_m8_c0edb236840ab16b +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "previous", + SUM(CAST("pdays" AS REAL)) AS sum_measure, + AVG(CAST("pdays" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'unknown' +GROUP BY "campaign", "previous" +ORDER BY "campaign", "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ba14a0eca1607fb12cdde1bb236222fd6f5f250 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/query_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_two_dimensional_summary\nSELECT \"campaign\", \"previous\",\n SUM(CAST(\"pdays\" AS REAL)) AS sum_measure,\n AVG(CAST(\"pdays\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"poutcome\" = 'unknown'\nGROUP BY \"campaign\", \"previous\"\nORDER BY \"campaign\", \"previous\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"previous\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"poutcome\\\" = 'unknown'\\nGROUP BY \\\"campaign\\\", \\\"previous\\\"\\nORDER BY \\\"campaign\\\", \\\"previous\\\";\", \"columns\": [\"campaign\", \"previous\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"previous\": \"0\", \"sum_measure\": -13529.0, \"avg_measure\": -1.0, \"support\": 13529}, {\"campaign\": \"1\", \"previous\": \"2\", \"sum_measure\": 188.0, \"avg_measure\": 188.0, \"support\": 1}, {\"campaign\": \"1\", \"previous\": \"5\", \"sum_measure\": 168.0, \"avg_measure\": 168.0, \"support\": 1}, {\"campaign\": \"10\", \"previous\": \"0\", \"sum_measure\": -256.0, \"avg_measure\": -1.0, \"support\": 256}, {\"campaign\": \"11\", \"previous\": \"0\", \"sum_measure\": -189.0, \"avg_measure\": -1.0, \"support\": 189}, {\"campaign\": \"12\", \"previous\": \"0\", \"sum_measure\": -148.0, \"avg_measure\": -1.0, \"support\": 148}, {\"campaign\": \"13\", \"previous\": \"0\", \"sum_measure\": -131.0, \"avg_measure\": -1.0, \"support\": 131}, {\"campaign\": \"14\", \"previous\": \"0\", \"sum_measure\": -92.0, \"avg_measure\": -1.0, \"support\": 92}, {\"campaign\": \"15\", \"previous\": \"0\", \"sum_measure\": -83.0, \"avg_measure\": -1.0, \"support\": 83}, {\"campaign\": \"16\", \"previous\": \"0\", \"sum_measure\": -78.0, \"avg_measure\": -1.0, \"support\": 78}, {\"campaign\": \"17\", \"previous\": \"0\", \"sum_measure\": -69.0, \"avg_measure\": -1.0, \"support\": 69}, {\"campaign\": \"18\", \"previous\": \"0\", \"sum_measure\": -51.0, \"avg_measure\": -1.0, \"support\": 51}, {\"campaign\": \"19\", \"previous\": \"0\", \"sum_measure\": -44.0, \"avg_measure\": -1.0, \"support\": 44}, {\"campaign\": \"2\", \"previous\": \"0\", \"sum_measure\": -10229.0, \"avg_measure\": -1.0, \"support\": 10229}, {\"campaign\": \"20\", \"previous\": \"0\", \"sum_measure\": -43.0, \"avg_measure\": -1.0, \"support\": 43}, {\"campaign\": \"21\", \"previous\": \"0\", \"sum_measure\": -35.0, \"avg_measure\": -1.0, \"support\": 35}, {\"campaign\": \"22\", \"previous\": \"0\", \"sum_measure\": -23.0, \"avg_measure\": -1.0, \"support\": 23}, {\"campaign\": \"23\", \"previous\": \"0\", \"sum_measure\": -22.0, \"avg_measure\": -1.0, \"support\": 22}, {\"campaign\": \"24\", \"previous\": \"0\", \"sum_measure\": -20.0, \"avg_measure\": -1.0, \"support\": 20}, {\"campaign\": \"25\", \"previous\": \"0\", \"sum_measure\": -22.0, \"avg_measure\": -1.0, \"support\": 22}, {\"campaign\": \"26\", \"previous\": \"0\", \"sum_measure\": -13.0, \"avg_measure\": -1.0, \"support\": 13}, {\"campaign\": \"27\", \"previous\": \"0\", \"sum_measure\": -10.0, \"avg_measure\": -1.0, \"support\": 10}, {\"campaign\": \"28\", \"previous\": \"0\", \"sum_measure\": -16.0, \"avg_measure\": -1.0, \"support\": 16}, {\"campaign\": \"29\", \"previous\": \"0\", \"sum_measure\": -16.0, \"avg_measure\": -1.0, \"support\": 16}, {\"campaign\": \"3\", \"previous\": \"0\", \"sum_measure\": -4608.0, \"avg_measure\": -1.0, \"support\": 4608}, {\"campaign\": \"3\", \"previous\": \"2\", \"sum_measure\": 416.0, \"avg_measure\": 416.0, \"support\": 1}, {\"campaign\": \"3\", \"previous\": \"7\", \"sum_measure\": 528.0, \"avg_measure\": 528.0, \"support\": 1}, {\"campaign\": \"30\", \"previous\": \"0\", \"sum_measure\": -8.0, \"avg_measure\": -1.0, \"support\": 8}, {\"campaign\": \"31\", \"previous\": \"0\", \"sum_measure\": -12.0, \"avg_measure\": -1.0, \"support\": 12}, {\"campaign\": \"32\", \"previous\": \"0\", \"sum_measure\": -9.0, \"avg_measure\": -1.0, \"support\": 9}, {\"campaign\": \"33\", \"previous\": \"0\", \"sum_measure\": -6.0, \"avg_measure\": -1.0, \"support\": 6}, {\"campaign\": \"34\", \"previous\": \"0\", \"sum_measure\": -5.0, \"avg_measure\": -1.0, \"support\": 5}, {\"campaign\": \"35\", \"previous\": \"0\", \"sum_measure\": -4.0, \"avg_measure\": -1.0, \"support\": 4}, {\"campaign\": \"36\", \"previous\": \"0\", \"sum_measure\": -4.0, \"avg_measure\": -1.0, \"support\": 4}, {\"campaign\": \"37\", \"previous\": \"0\", \"sum_measure\": -2.0, \"avg_measure\": -1.0, \"support\": 2}, {\"campaign\": \"38\", \"previous\": \"0\", \"sum_measure\": -3.0, \"avg_measure\": -1.0, \"support\": 3}, {\"campaign\": \"39\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}, {\"campaign\": \"4\", \"previous\": \"0\", \"sum_measure\": -3097.0, \"avg_measure\": -1.0, \"support\": 3097}, {\"campaign\": \"4\", \"previous\": \"1\", \"sum_measure\": 98.0, \"avg_measure\": 98.0, \"support\": 1}, {\"campaign\": \"41\", \"previous\": \"0\", \"sum_measure\": -2.0, \"avg_measure\": -1.0, \"support\": 2}, {\"campaign\": \"43\", \"previous\": \"0\", \"sum_measure\": -3.0, \"avg_measure\": -1.0, \"support\": 3}, {\"campaign\": \"44\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}, {\"campaign\": \"46\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}, {\"campaign\": \"5\", \"previous\": \"0\", \"sum_measure\": -1508.0, \"avg_measure\": -1.0, \"support\": 1508}, {\"campaign\": \"50\", \"previous\": \"0\", \"sum_measure\": -2.0, \"avg_measure\": -1.0, \"support\": 2}, {\"campaign\": \"51\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}, {\"campaign\": \"55\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}, {\"campaign\": \"58\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}, {\"campaign\": \"6\", \"previous\": \"0\", \"sum_measure\": -1128.0, \"avg_measure\": -1.0, \"support\": 1128}, {\"campaign\": \"63\", \"previous\": \"0\", \"sum_measure\": -1.0, \"avg_measure\": -1.0, \"support\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 40.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..107759cd8d34fde770aa0d9093e03059d3755371 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:19:15.095711+00:00", + "ended_at": "2026-05-04T07:19:30.017449+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c4d1f06bcc6aaf4f", + "problem_id": "v2p_m8_c0edb236840ab16b", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=campaign, group_col_2=previous, measure_col=pdays.", + "bindings": { + "group_col": "campaign", + "group_col_2": "previous", + "measure_col": "pdays", + "predicate_col": "poutcome", + "predicate_op": "=", + "predicate_value": "unknown", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_c4d1f06bcc6aaf4f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c4d1f06bcc6aaf4f", + "api_calls": 0, + "input_tokens": 22769, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 22985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2680, + "estimated_output_tokens": 157, + "estimated_total_tokens": 2837, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14831.16, + "sql_execution_elapsed_ms_total": 40.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c4d1f06bcc6aaf4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1857eeb165a818ffdce88f66a7c45c8d1532411 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c4d1f06bcc6aaf4f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:29.960314+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14831.16, "started_at": "2026-05-04T07:19:15.109119+00:00", "ended_at": "2026-05-04T07:19:29.940495+00:00", "prompt_metrics": {"chars": 9545, "bytes_utf8": 9545, "lines": 306, "estimated_tokens": 2680}, "response_metrics": {"chars": 638, "bytes_utf8": 638, "lines": 1, "estimated_tokens": 157}, "usage": {"input_tokens": 22769, "cached_input_tokens": 19840, "output_tokens": 216}, "stderr_preview": "2026-05-04T07:19:15.318137Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:17.668882Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=y, condition_col=poutcome.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "y", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e7142aadbde17b4345339dfc09ccf01490b9f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-14d5-7a50-baa4-fe4d40c541d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"y\\\" and condition_col bound to \\\"poutcome\\\", using condition_value 'failure'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22663,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a9237f6985f97c331d5f11182addad02640db0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"y\",\n AVG(CASE WHEN \"poutcome\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"y\" and condition_col bound to \"poutcome\", using condition_value 'failure'. 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_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e109b3de9fda77e37fe16878f29cda28d84ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:18.310565Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:20.624598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:29.821446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d89e19a245339da88f2673063ea062df2ec8a158 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/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=y, condition_col=poutcome. +Result preview: [{"y": "yes", "condition_rate": 0.11684628474191719}, {"y": "no", "condition_rate": 0.10728420419818646}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a417f91fd9ba9d3797d392d571a545e7511c41b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_c6ceb2911c97ff99 +-- problem_id: v2p_m8_60dfd5c3af9adbc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "poutcome" = 'failure' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b353e263ac73f2cfbbb8423e2b5b005c1fe3050a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/query_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 \"y\",\n AVG(CASE WHEN \"poutcome\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"y\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"y\\\",\\n AVG(CASE WHEN \\\"poutcome\\\" = 'failure' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"y\", \"condition_rate\"], \"rows\": [{\"y\": \"yes\", \"condition_rate\": 0.11684628474191719}, {\"y\": \"no\", \"condition_rate\": 0.10728420419818646}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0255f2aa0550fdf10ef2eab68141129cac3c67d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:55:18.085604+00:00", + "ended_at": "2026-05-04T06:55:30.467604+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c6ceb2911c97ff99", + "problem_id": "v2p_m8_60dfd5c3af9adbc1", + "dataset_id": "m8", + "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=y, condition_col=poutcome.", + "bindings": { + "group_col": "y", + "condition_col": "poutcome", + "condition_value": "failure", + "positive_value": "unknown", + "negative_value": "failure", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_c6ceb2911c97ff99.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c6ceb2911c97ff99", + "api_calls": 0, + "input_tokens": 22663, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22791, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2572, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2684, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12318.2, + "sql_execution_elapsed_ms_total": 29.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c6ceb2911c97ff99\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e19d805dd0bed12cc9e57db675393259ec227dfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c6ceb2911c97ff99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:30.429175+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12318.2, "started_at": "2026-05-04T06:55:18.092616+00:00", "ended_at": "2026-05-04T06:55:30.410916+00:00", "prompt_metrics": {"chars": 9211, "bytes_utf8": 9211, "lines": 303, "estimated_tokens": 2572}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22663, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:55:18.310565Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:20.624598Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=contact, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "contact", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..112fece049066bb1c394a5dee7dd837fe2df4bdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-7eae-7363-85d8-ad58a9055364"} +{"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 \\\"contact\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cdf\\\" >= 0.9\\n GROUP BY \\\"contact\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank style 90th-percentile point per \\\"contact\\\" via CUME_DIST() over CAST(\\\"age\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":355}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5c6ce80c62827b45d63cb6272dc3d137e320532 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"contact\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n CUME_DIST() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"cdf\"\n FROM \"m8\"\n WHERE \"contact\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"contact\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cdf\" >= 0.9\n GROUP BY \"contact\"\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank style 90th-percentile point per \"contact\" via CUME_DIST() over CAST(\"age\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..502382da832cd200c4bf57bc841f7698390671b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:20.461950Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:23.002323Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:34.609200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a06ab0adb15ee4a04c665a771ded5e3fd59cca4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/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=contact, measure_col=age. +Result preview: [{"contact": "telephone", "percentile_measure": 66.0}, {"contact": "cellular", "percentile_measure": 56.0}, {"contact": "unknown", "percentile_measure": 55.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52370c18099871ff540328619e0bcb8532f331e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_c8660a6a78db3660 +-- problem_id: v2p_m8_42b91d3a965ceb64 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("age" AS REAL) AS "age_value", + CUME_DIST() OVER ( + PARTITION BY "contact" + ORDER BY CAST("age" AS REAL) + ) AS "cdf" + FROM "m8" + WHERE "contact" IS NOT NULL + AND "age" IS NOT NULL +), +"percentiles" AS ( + SELECT + "contact", + MIN("age_value") AS "percentile_measure" + FROM "ranked" + WHERE "cdf" >= 0.9 + GROUP BY "contact" +) +SELECT + "contact", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d541b746b790fdba289fbc373bdfcbd972e2af9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/query_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 \"contact\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n CUME_DIST() OVER (\n PARTITION BY \"contact\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"cdf\"\n FROM \"m8\"\n WHERE \"contact\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"contact\",\n MIN(\"age_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cdf\" >= 0.9\n GROUP BY \"contact\"\n)\nSELECT\n \"contact\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"contact\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"contact\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"contact\\\",\\n MIN(\\\"age_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cdf\\\" >= 0.9\\n GROUP BY \\\"contact\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"contact\", \"percentile_measure\"], \"rows\": [{\"contact\": \"telephone\", \"percentile_measure\": 66.0}, {\"contact\": \"cellular\", \"percentile_measure\": 56.0}, {\"contact\": \"unknown\", \"percentile_measure\": 55.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 140.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc640b86dd33e5ed28a6cb6e8bef520ac4215f94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:26:16.578484+00:00", + "ended_at": "2026-05-04T07:26:35.619702+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c8660a6a78db3660", + "problem_id": "v2p_m8_42b91d3a965ceb64", + "dataset_id": "m8", + "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=contact, measure_col=age.", + "bindings": { + "group_col": "contact", + "measure_col": "age", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_c8660a6a78db3660.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c8660a6a78db3660", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 355, + "total_tokens": 22993, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 236, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18865.73, + "sql_execution_elapsed_ms_total": 140.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c8660a6a78db3660\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e118a859c461b8edd139468df9cced85f624de61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:35.470005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18865.73, "started_at": "2026-05-04T07:26:16.586022+00:00", "ended_at": "2026-05-04T07:26:35.451938+00:00", "prompt_metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 808, "bytes_utf8": 808, "lines": 1, "estimated_tokens": 236}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 355}, "stderr_preview": "2026-05-04T07:26:20.461950Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:23.002323Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\n GROUP BY \\\"contact\\\"\\n)\\nSELECT\\n \\\"contact\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a SQLite-compatible nearest-rank style 90th-percentile point per \\\"contact\\\" via CUME_DIST() over CAST(\\\"age\\\" AS REAL).\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c305831d9b1be6907010da18953183d9765282f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c8660a6a78db3660/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_c8660a6a78db3660", + "api_calls": 0, + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 355, + "total_tokens": 22993, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2547, + "estimated_output_tokens": 236, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18865.73, + "sql_execution_elapsed_ms_total": 140.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_c8660a6a78db3660\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ede09d5c2af185f570338bbdf1dc65ef30ddc226 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "cellular", "support": 29285, "support_share": 0.647740594103205, "cumulative_support": 29285}, {"value_label": "unknown", "support": 13020, "support_share": 0.28798301298356593, "cumulative_support": 42305}, {"value_label": "telephone", "support": 2906, "support_share": 0.06427639291322908, "cumulative_support": 45211}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..872112970096e2a71427bd70569ad70609a85e7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_c9b9ade28931c2f9 +-- problem_id: v2p_m8_b96cb03bef524ee7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "contact" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "contact" +), 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_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd055418c0701cce23b57c39effd9f378c6e47fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/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_c\n-- sql_source_dataset_id: m8\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_m8_c9b9ade28931c2f9\n-- problem_id: v2p_m8_b96cb03bef524ee7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"contact\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"contact\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_c9b9ade28931c2f9\\n-- problem_id: v2p_m8_b96cb03bef524ee7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"contact\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"contact\\\"\\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\": \"cellular\", \"support\": 29285, \"support_share\": 0.647740594103205, \"cumulative_support\": 29285}, {\"value_label\": \"unknown\", \"support\": 13020, \"support_share\": 0.28798301298356593, \"cumulative_support\": 42305}, {\"value_label\": \"telephone\", \"support\": 2906, \"support_share\": 0.06427639291322908, \"cumulative_support\": 45211}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c4b4e99c6371dc69da4a1473e63cfc78978e3ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.373438+00:00", + "ended_at": "2026-05-04T07:37:06.401921+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_c9b9ade28931c2f9", + "problem_id": "v2p_m8_b96cb03bef524ee7", + "dataset_id": "m8", + "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=contact.", + "bindings": { + "group_col": "contact" + }, + "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_c\\m8\\sql\\v2q_m8_c9b9ade28931c2f9.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_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_c9b9ade28931c2f9/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_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccb99619c9c48aec7294453c00cecacc4ab7bbe7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9041, "bytes_utf8": 9041, "lines": 300, "estimated_tokens": 2523}} +{"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": 98}, "usage": {"input_tokens": 22614, "cached_input_tokens": 21888, "output_tokens": 114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0fb442b7be3fc26ccd2351df632ddc543453c499 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ca3d0e2aaa864f9f", + "api_calls": 0, + "input_tokens": 22614, + "cached_input_tokens": 21888, + "output_tokens": 114, + "total_tokens": 22728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2523, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10434.44, + "sql_execution_elapsed_ms_total": 143.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ca3d0e2aaa864f9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..349bfeb052a0fb6d964a08270e6a84a3462ac804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/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": "2026-05-04T07:02:33.579655+00:00", + "ended_at": "2026-05-04T07:02:44.015127+00:00", + "elapsed_ms": 10434.44, + "prompt_metrics": { + "chars": 9041, + "bytes_utf8": 9041, + "lines": 300, + "estimated_tokens": 2523 + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 394, + "bytes_utf8": 394, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22614, + "cached_input_tokens": 21888, + "output_tokens": 114 + } + }, + "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_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d1d5a2a87ded4a12f4163b719a2ef643b1134c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=poutcome, measure_col=balance.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "poutcome", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9f7056b6b46fbdbfa31393f3a649b73e0dcaa3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-ba0e-7403-97ef-c62badc1ce7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"poutcome\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"poutcome\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"poutcome\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22614,"cached_input_tokens":21888,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac425ea70228ec159e02cc9d9263e26174899cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"poutcome\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"poutcome\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"poutcome\" and measure_col=\"balance\". Cast \"balance\" 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_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1c6d493816ac082a99f87ec429bb02273fda533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:33.873505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:36.283969Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:43.412877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9005f3ed66c37047e9cc5f8d8d4fbfe5ebab84ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/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=poutcome, measure_col=balance. +Result preview: [{"poutcome": "success", "avg_measure": 1939.3011250827267}, {"poutcome": "other", "avg_measure": 1487.4114130434782}, {"poutcome": "failure", "avg_measure": 1465.805549887778}, {"poutcome": "unknown", "avg_measure": 1318.7220433453285}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0cf22866cee486ccbaa6a94ead16acb21c788ecf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ca3d0e2aaa864f9f +-- problem_id: v2p_m8_0367a15032e1cdd2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "poutcome", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "poutcome") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4b08210595370ed5186785ffd93ba9c739dc927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/query_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 \"poutcome\",\n AVG(CAST(\"balance\" AS REAL)) OVER (PARTITION BY \"poutcome\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"poutcome\\\",\\n AVG(CAST(\\\"balance\\\" AS REAL)) OVER (PARTITION BY \\\"poutcome\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"poutcome\", \"avg_measure\"], \"rows\": [{\"poutcome\": \"success\", \"avg_measure\": 1939.3011250827267}, {\"poutcome\": \"other\", \"avg_measure\": 1487.4114130434782}, {\"poutcome\": \"failure\", \"avg_measure\": 1465.805549887778}, {\"poutcome\": \"unknown\", \"avg_measure\": 1318.7220433453285}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 143.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5aa1a4709bc625300a5f9f7e30b7c493f038d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:02:33.567552+00:00", + "ended_at": "2026-05-04T07:02:44.184184+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ca3d0e2aaa864f9f", + "problem_id": "v2p_m8_0367a15032e1cdd2", + "dataset_id": "m8", + "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=poutcome, measure_col=balance.", + "bindings": { + "group_col": "poutcome", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_ca3d0e2aaa864f9f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ca3d0e2aaa864f9f", + "api_calls": 0, + "input_tokens": 22614, + "cached_input_tokens": 21888, + "output_tokens": 114, + "total_tokens": 22728, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2523, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10434.44, + "sql_execution_elapsed_ms_total": 143.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ca3d0e2aaa864f9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8802db839a0aec17c5c3f8239e378f0eeb5043f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ca3d0e2aaa864f9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:44.031554+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10434.44, "started_at": "2026-05-04T07:02:33.579655+00:00", "ended_at": "2026-05-04T07:02:44.015127+00:00", "prompt_metrics": {"chars": 9041, "bytes_utf8": 9041, "lines": 300, "estimated_tokens": 2523}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22614, "cached_input_tokens": 21888, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:02:33.873505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:36.283969Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=job, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "job", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35406ee51037976e72dca87b930e1891bf8c3f1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-9a2b-7832-9345-4b9dc4f95e68"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"job\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f2002a5d6ef3e4cc5bc415e619ff48c57add4df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"job\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for a numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35137c1663f73c586b1853a0b17f4635bdcdbf5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:43.202465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:45.541710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:54.032525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e487215659e7b41ff708b08e31cdbe019d853ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=job, measure_col=age. +Result preview: [{"job": "admin.", "avg_measure": 39.28988590214659, "support": 5171}, {"job": "blue-collar", "avg_measure": 40.0440813810111, "support": 9732}, {"job": "entrepreneur", "avg_measure": 42.19098856758574, "support": 1487}, {"job": "housemaid", "avg_measure": 46.41532258064516, "support": 1240}, {"job": "management", "avg_measure": 40.44956650454642, "support": 9458}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a0f09d31f2c239ce74cf15c863e34b6ad636cfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_cb9e1a9335e47683 +-- problem_id: v2p_m8_dfa8b1b8b530ae68 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e86956583a956e2bdfdb5f5cfce59383023dbdb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/query_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_support_guarded_group_avg\nSELECT \"job\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"job\"\nHAVING COUNT(*) > 5\nORDER BY \"job\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"job\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"job\\\";\", \"columns\": [\"job\", \"avg_measure\", \"support\"], \"rows\": [{\"job\": \"admin.\", \"avg_measure\": 39.28988590214659, \"support\": 5171}, {\"job\": \"blue-collar\", \"avg_measure\": 40.0440813810111, \"support\": 9732}, {\"job\": \"entrepreneur\", \"avg_measure\": 42.19098856758574, \"support\": 1487}, {\"job\": \"housemaid\", \"avg_measure\": 46.41532258064516, \"support\": 1240}, {\"job\": \"management\", \"avg_measure\": 40.44956650454642, \"support\": 9458}, {\"job\": \"retired\", \"avg_measure\": 61.62676678445229, \"support\": 2264}, {\"job\": \"self-employed\", \"avg_measure\": 40.48448385053832, \"support\": 1579}, {\"job\": \"services\", \"avg_measure\": 38.740250361097736, \"support\": 4154}, {\"job\": \"student\", \"avg_measure\": 26.542643923240938, \"support\": 938}, {\"job\": \"technician\", \"avg_measure\": 39.31459786757931, \"support\": 7597}, {\"job\": \"unemployed\", \"avg_measure\": 40.96162701458174, \"support\": 1303}, {\"job\": \"unknown\", \"avg_measure\": 47.59375, \"support\": 288}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cb259a94bc94e6ed2ca2c3304605c132bb4942c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:17:42.893674+00:00", + "ended_at": "2026-05-04T07:17:54.968611+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cb9e1a9335e47683", + "problem_id": "v2p_m8_dfa8b1b8b530ae68", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=job, measure_col=age.", + "bindings": { + "group_col": "job", + "measure_col": "age", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_cb9e1a9335e47683.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cb9e1a9335e47683", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11986.45, + "sql_execution_elapsed_ms_total": 38.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cb9e1a9335e47683\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b25141ae59cd39c9d0446b52580168daee82858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:54.907082+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11986.45, "started_at": "2026-05-04T07:17:42.895169+00:00", "ended_at": "2026-05-04T07:17:54.882824+00:00", "prompt_metrics": {"chars": 9084, "bytes_utf8": 9084, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:17:43.202465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:45.541710Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"job\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"job\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a numeric average in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f3e8c8c297086f77863dc36359c32210aa56dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cb9e1a9335e47683/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cb9e1a9335e47683", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11986.45, + "sql_execution_elapsed_ms_total": 38.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cb9e1a9335e47683\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07e4ae7b700456fa84b2efc3a4d14d33383561a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9536, "bytes_utf8": 9536, "lines": 306, "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": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be4063422129ce829418df0919032af19761f91c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cd3173a1f8894c09", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11677.93, + "sql_execution_elapsed_ms_total": 16.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cd3173a1f8894c09\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20fabafccbfe3b53bb158aca22c5829188b17f1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/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": "2026-05-04T07:21:47.126191+00:00", + "ended_at": "2026-05-04T07:21:58.803981+00:00", + "elapsed_ms": 11677.93, + "prompt_metrics": { + "chars": 9536, + "bytes_utf8": 9536, + "lines": 306, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 833, + "bytes_utf8": 833, + "lines": 4, + "estimated_tokens": 250 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 178 + } + }, + "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_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..291f0c656283545706e99cf0c935cf872ccdeef4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, group_col_2=y, measure_col=previous.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "poutcome", + "group_col_2": "y", + "measure_col": "previous", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "divorced", + "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}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a6146a4bfc784d8ffebb6ee94c0ac23c298791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-53f5-78e1-9ce6-11b165fcb912"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"poutcome\\\", \\\"y\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'divorced'\\nGROUP BY \\\"poutcome\\\", \\\"y\\\"\\nORDER BY \\\"poutcome\\\", \\\"y\\\";\",\"notes\":\"Used the planned two-dimensional summary template with fixed bindings. Cast \\\"previous\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e298313889e545a4623b1e530791208e09f075c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"poutcome\", \"y\",\n SUM(CAST(\"previous\" AS REAL)) AS sum_measure,\n AVG(CAST(\"previous\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"marital\" = 'divorced'\nGROUP BY \"poutcome\", \"y\"\nORDER BY \"poutcome\", \"y\";","notes":"Used the planned two-dimensional summary template with fixed bindings. Cast \"previous\" 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_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9e0fbd6338db9633cd7d7d5fb4044173467287d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:47.333976Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:49.724456Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:58.007649Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db38d18c4b4d7e7b76bb0cb0b98399c272050a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, group_col_2=y, measure_col=previous. +Result preview: [{"poutcome": "failure", "y": "no", "sum_measure": 1368.0, "avg_measure": 2.730538922155689, "support": 501}, {"poutcome": "failure", "y": "yes", "sum_measure": 206.0, "avg_measure": 3.7454545454545456, "support": 55}, {"poutcome": "other", "y": "no", "sum_measure": 772.0, "avg_measure": 4.128342245989304, "support": 187}, {"poutcome": "other", "y": "yes", "sum_measure": 135.0, "avg_measure": 3.75, "support": 36}, {"poutcome": "success", "y": "no", "sum_measure": 168.0, "avg_measure": 2.847457627118644, "support": 59}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cee5cb8916b47f62c28f78589cad95e35bee2fc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_cd3173a1f8894c09 +-- problem_id: v2p_m8_f5fbb5c7ce415e70 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", "y", + SUM(CAST("previous" AS REAL)) AS sum_measure, + AVG(CAST("previous" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "marital" = 'divorced' +GROUP BY "poutcome", "y" +ORDER BY "poutcome", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a548aedb29c1dddce29bcce8c9a7ef4916a9914b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/query_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_two_dimensional_summary\nSELECT \"poutcome\", \"y\",\n SUM(CAST(\"previous\" AS REAL)) AS sum_measure,\n AVG(CAST(\"previous\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"marital\" = 'divorced'\nGROUP BY \"poutcome\", \"y\"\nORDER BY \"poutcome\", \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"poutcome\\\", \\\"y\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'divorced'\\nGROUP BY \\\"poutcome\\\", \\\"y\\\"\\nORDER BY \\\"poutcome\\\", \\\"y\\\";\", \"columns\": [\"poutcome\", \"y\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"poutcome\": \"failure\", \"y\": \"no\", \"sum_measure\": 1368.0, \"avg_measure\": 2.730538922155689, \"support\": 501}, {\"poutcome\": \"failure\", \"y\": \"yes\", \"sum_measure\": 206.0, \"avg_measure\": 3.7454545454545456, \"support\": 55}, {\"poutcome\": \"other\", \"y\": \"no\", \"sum_measure\": 772.0, \"avg_measure\": 4.128342245989304, \"support\": 187}, {\"poutcome\": \"other\", \"y\": \"yes\", \"sum_measure\": 135.0, \"avg_measure\": 3.75, \"support\": 36}, {\"poutcome\": \"success\", \"y\": \"no\", \"sum_measure\": 168.0, \"avg_measure\": 2.847457627118644, \"support\": 59}, {\"poutcome\": \"success\", \"y\": \"yes\", \"sum_measure\": 222.0, \"avg_measure\": 2.3870967741935485, \"support\": 93}, {\"poutcome\": \"unknown\", \"y\": \"no\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 3838}, {\"poutcome\": \"unknown\", \"y\": \"yes\", \"sum_measure\": 0.0, \"avg_measure\": 0.0, \"support\": 438}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76d385104e80ed21c53145a10204365c133504fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:21:47.115463+00:00", + "ended_at": "2026-05-04T07:21:58.846628+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cd3173a1f8894c09", + "problem_id": "v2p_m8_f5fbb5c7ce415e70", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "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 Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=poutcome, group_col_2=y, measure_col=previous.", + "bindings": { + "group_col": "poutcome", + "group_col_2": "y", + "measure_col": "previous", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "divorced", + "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", + "group_col_2", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_cd3173a1f8894c09.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cd3173a1f8894c09", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11677.93, + "sql_execution_elapsed_ms_total": 16.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cd3173a1f8894c09\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7192a2cc90471bb99dc268f3bd16bcf5693d527a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd3173a1f8894c09/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:58.822124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11677.93, "started_at": "2026-05-04T07:21:47.126191+00:00", "ended_at": "2026-05-04T07:21:58.803981+00:00", "prompt_metrics": {"chars": 9536, "bytes_utf8": 9536, "lines": 306, "estimated_tokens": 2681}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T07:21:47.333976Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:49.724456Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "education", + "predicate_col": "month", + "predicate_op": "=", + "predicate_value": "feb", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23187cde5279aae4c8b8af7e942f0202cc336bd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-e347-7533-b891-0a7998a0d30f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"month\\\" = 'feb'\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"education\\\" and predicate month='feb'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22646,"cached_input_tokens":21888,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a05f7dbc3fca36d9a961b2de3bd712117ce45883 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"month\" = 'feb'\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"education\" and predicate month='feb'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6697a69fef72c8b7394bd2b9e0c5dfb8e19057e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:39.732949Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:42.554392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:51.097353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8781399dfc94c129cc0618b67927b12433e5b813 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/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=education. +Result preview: [{"education": "secondary", "support": 1333}, {"education": "tertiary", "support": 869}, {"education": "primary", "support": 341}, {"education": "unknown", "support": 106}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..796e51b664db3d91f5e756fee7298724a04a94b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cd76206c00ae18f6 +-- problem_id: v2p_m8_21ef14b78ae5d163 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE "month" = 'feb' +GROUP BY "education" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..984afeec2856bd39af6bc292e85228bb07d2ce5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/query_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 \"education\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"month\" = 'feb'\nGROUP BY \"education\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"education\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"month\\\" = 'feb'\\nGROUP BY \\\"education\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"education\", \"support\"], \"rows\": [{\"education\": \"secondary\", \"support\": 1333}, {\"education\": \"tertiary\", \"support\": 869}, {\"education\": \"primary\", \"support\": 341}, {\"education\": \"unknown\", \"support\": 106}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e034f343adfc8146e5778e70b2bcf7ac8f40446 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:13:39.491209+00:00", + "ended_at": "2026-05-04T07:13:52.664250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cd76206c00ae18f6", + "problem_id": "v2p_m8_21ef14b78ae5d163", + "dataset_id": "m8", + "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=education.", + "bindings": { + "group_col": "education", + "predicate_col": "month", + "predicate_op": "=", + "predicate_value": "feb", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_cd76206c00ae18f6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cd76206c00ae18f6", + "api_calls": 0, + "input_tokens": 22646, + "cached_input_tokens": 21888, + "output_tokens": 97, + "total_tokens": 22743, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2557, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2650, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13123.95, + "sql_execution_elapsed_ms_total": 12.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cd76206c00ae18f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9acc727a4292aeea1483fac1882edf28857c8c90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cd76206c00ae18f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:52.639694+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13123.95, "started_at": "2026-05-04T07:13:39.498317+00:00", "ended_at": "2026-05-04T07:13:52.621447+00:00", "prompt_metrics": {"chars": 9146, "bytes_utf8": 9146, "lines": 302, "estimated_tokens": 2557}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22646, "cached_input_tokens": 21888, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:13:39.732949Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:42.554392Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=previous.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "previous", + "predicate_col": "default", + "predicate_op": "=", + "predicate_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c46d86ea15afc7266468150a101f27b3ef82e54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-a57f-7d82-b5e9-cc4a7b61595e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"default\\\" = 'no'\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"previous\\\", predicate_col=\\\"default\\\", predicate_op=\\\"=\\\", predicate_value='no', top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22645,"cached_input_tokens":19840,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e7a41348b5e6ac1b7c1288b6c86f2d6a0514eea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"default\" = 'no'\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"previous\", predicate_col=\"default\", predicate_op=\"=\", predicate_value='no', top_k=12."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f05c44d12f79b03c1f1df83084827dfdab682a78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:12.859603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:15.154558Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:23.121100Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..90a8ed1f085772c91f57bf3302c768ebee3d5b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/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=previous. +Result preview: [{"previous": "0", "support": 36196}, {"previous": "1", "support": 2753}, {"previous": "2", "support": 2088}, {"previous": "3", "support": 1136}, {"previous": "4", "support": 713}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3725f7ced4a14540d54d1488122449bc371ae981 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cdd352e5c0f3d520 +-- problem_id: v2p_m8_d00331079b4f54cd +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE "default" = 'no' +GROUP BY "previous" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4f0dfbd1f82dd267ee18ba0b26041a6c43de1ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/query_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 \"previous\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"default\" = 'no'\nGROUP BY \"previous\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"previous\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"default\\\" = 'no'\\nGROUP BY \\\"previous\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"previous\", \"support\"], \"rows\": [{\"previous\": \"0\", \"support\": 36196}, {\"previous\": \"1\", \"support\": 2753}, {\"previous\": \"2\", \"support\": 2088}, {\"previous\": \"3\", \"support\": 1136}, {\"previous\": \"4\", \"support\": 713}, {\"previous\": \"5\", \"support\": 458}, {\"previous\": \"6\", \"support\": 274}, {\"previous\": \"7\", \"support\": 204}, {\"previous\": \"8\", \"support\": 127}, {\"previous\": \"9\", \"support\": 91}, {\"previous\": \"10\", \"support\": 67}, {\"previous\": \"11\", \"support\": 64}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75c35e859898cff1ba46c9608c319dfb6dbf0d7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:11:12.612062+00:00", + "ended_at": "2026-05-04T07:11:23.800918+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cdd352e5c0f3d520", + "problem_id": "v2p_m8_d00331079b4f54cd", + "dataset_id": "m8", + "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=previous.", + "bindings": { + "group_col": "previous", + "predicate_col": "default", + "predicate_op": "=", + "predicate_value": "no", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_cdd352e5c0f3d520.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cdd352e5c0f3d520", + "api_calls": 0, + "input_tokens": 22645, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 22759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2556, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11121.78, + "sql_execution_elapsed_ms_total": 26.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cdd352e5c0f3d520\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a04de8b338a6a8e9800af0ceae370b09c67e23c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cdd352e5c0f3d520/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:23.758969+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11121.78, "started_at": "2026-05-04T07:11:12.619493+00:00", "ended_at": "2026-05-04T07:11:23.741110+00:00", "prompt_metrics": {"chars": 9143, "bytes_utf8": 9143, "lines": 302, "estimated_tokens": 2556}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22645, "cached_input_tokens": 19840, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:11:12.859603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:15.154558Z 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_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79ab1d8452291f662f53ba524d7bbd77613d36a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/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_c\n-- sql_source_dataset_id: m8\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_m8_ced6ce5f8f3c17ed\n-- problem_id: v2p_m8_7b2319e9730b705f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_ced6ce5f8f3c17ed\\n-- problem_id: v2p_m8_7b2319e9730b705f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 16.145424040699247}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 14.405122655122655}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 14.23741690408357}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 14.399299474605954}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 14.210084033613445}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 14.087145969498911}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 14.212996389891696}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 14.08780487804878}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 14.395348837209303}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 13.923913043478262}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 14.701492537313433}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 13.692307692307692}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 13.227272727272727}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 14.842105263157896}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 11.6}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 12.631578947368421}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 15.933333333333334}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 14.923076923076923}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 14.636363636363637}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 11.25}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 9.625}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 16.333333333333332}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 12.666666666666666}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 15.6}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 15.0}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29badd504b110086b13fba716d7f4f147867969c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:08.118364+00:00", + "ended_at": "2026-05-04T07:37:08.155948+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ced6ce5f8f3c17ed", + "problem_id": "v2p_m8_7b2319e9730b705f", + "dataset_id": "m8", + "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=day, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "day", + "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_c\\m8\\sql\\v2q_m8_ced6ce5f8f3c17ed.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_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ced6ce5f8f3c17ed/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_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7db527ea2dfa3bc048998ed44a71d62af7013391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9134, "bytes_utf8": 9134, "lines": 300, "estimated_tokens": 2547}} +{"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": 879, "bytes_utf8": 879, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 362}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9992, "bytes_utf8": 9992, "lines": 304, "estimated_tokens": 2797}} +{"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": 852, "bytes_utf8": 852, "lines": 1, "estimated_tokens": 248}, "usage": {"input_tokens": 22888, "cached_input_tokens": 21888, "output_tokens": 441}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c78106629372b32e874f02670fc37ba19d3ddb0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cfa56a68e614b035", + "api_calls": 0, + "input_tokens": 45526, + "cached_input_tokens": 41728, + "output_tokens": 803, + "total_tokens": 46329, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5344, + "estimated_output_tokens": 504, + "estimated_total_tokens": 5848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31801.13, + "sql_execution_elapsed_ms_total": 178.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cfa56a68e614b035\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3a57995df98ca5599e7b944d3c2451d7f55f5b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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": "2026-05-04T07:23:24.325015+00:00", + "ended_at": "2026-05-04T07:23:39.306389+00:00", + "elapsed_ms": 14981.14, + "prompt_metrics": { + "chars": 9134, + "bytes_utf8": 9134, + "lines": 300, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1311, + "bytes_utf8": 1311, + "lines": 4, + "estimated_tokens": 429 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 879, + "bytes_utf8": 879, + "lines": 1, + "estimated_tokens": 256 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 19840, + "output_tokens": 362 + } + }, + "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_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..527484d7307782967969f46a2f13418b341fa1d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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": "2026-05-04T07:23:39.332337+00:00", + "ended_at": "2026-05-04T07:23:56.151288+00:00", + "elapsed_ms": 16819.99, + "prompt_metrics": { + "chars": 9992, + "bytes_utf8": 9992, + "lines": 304, + "estimated_tokens": 2797 + }, + "stdout_metrics": { + "chars": 1276, + "bytes_utf8": 1276, + "lines": 4, + "estimated_tokens": 415 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13256 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 1, + "estimated_tokens": 248 + }, + "usage": { + "input_tokens": 22888, + "cached_input_tokens": 21888, + "output_tokens": 441 + } + }, + "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_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86da3cd37d39af7fb3dbbc4c47faf6038370ff41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=default, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "default", + "measure_col": "campaign", + "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": 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_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2df74c929e9b00872bfc9dda6477ab65b57f9df5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=default, measure_col=campaign.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "default", + "measure_col": "campaign", + "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": 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 \"default\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"default\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"default\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"default\",\n \"campaign_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"default\",\n \"campaign_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_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2e747dd9b02430479363bf7e3d138e4deeb11b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-cfc1-7ff0-9a69-c7d447a258b8"} +{"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 \\\"default\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"default\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"default\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"campaign_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 the nearest-rank 90th percentile within each \\\"default\\\" group on CAST(\\\"campaign\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":19840,"output_tokens":362}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71eb4150d55a932607fdce23a01c061a82da464f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"default\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"default\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"default\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"default\",\n \"campaign_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"default\",\n \"campaign_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 the nearest-rank 90th percentile within each \"default\" group on CAST(\"campaign\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d395389e3750375128bcfc0cc1c23e1bc8ce9f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-0a64-7c81-b7c8-1daf2439ed58"} +{"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 \\\"default\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"default\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"default\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 0.9 nearest-rank percentile target row.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22888,"cached_input_tokens":21888,"output_tokens":441}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bb3fe00b30773205126bc0f58d8d810bbc09c3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"default\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"default\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"default\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"default\",\n \"campaign_value\",\n \"rn\",\n \"cnt\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"default\",\n \"campaign_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 0.9 nearest-rank percentile target row."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8737f359fcd7f801bdbc92f24471d31bef51d8ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:24.579894Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:26.957075Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:38.450876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77d6ebf614681832ae461d4d33e43ca21260f27a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:39.570573Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:42.217525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:55.436381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..65c16cdedbb1be079bf294b104184191b3fc2521 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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=default, measure_col=campaign. +Result preview: [{"default": "yes", "percentile_measure": 6.0}, {"default": "no", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76d0cd7f649a1688fb589900e24fe4c3b203807b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cfa56a68e614b035 +-- problem_id: v2p_m8_bc51f20ef6f3a281 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "default", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "default" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "default" + ) AS "cnt" + FROM "m8" +), +"percentile_pick" AS ( + SELECT + "default", + "campaign_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "default", + "campaign_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_c/m8/artifacts/v2q_m8_cfa56a68e614b035/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c07f3124c3bd1041f42a0fb480d1d61c107f07a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/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 \"default\",\n CAST(\"campaign\" AS REAL) AS \"campaign_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"default\"\n ORDER BY CAST(\"campaign\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"default\"\n ) AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"default\",\n \"campaign_value\",\n \"rn\",\n \"cnt\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"default\",\n \"campaign_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 \\\"default\\\",\\n CAST(\\\"campaign\\\" AS REAL) AS \\\"campaign_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"default\\\"\\n ORDER BY CAST(\\\"campaign\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"default\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"default\\\",\\n \\\"campaign_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"default\", \"percentile_measure\"], \"rows\": [{\"default\": \"yes\", \"percentile_measure\": 6.0}, {\"default\": \"no\", \"percentile_measure\": 5.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 178.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6d2cf8359d03f099e2381eaf7caea26261126c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:23:24.316278+00:00", + "ended_at": "2026-05-04T07:23:56.360531+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cfa56a68e614b035", + "problem_id": "v2p_m8_bc51f20ef6f3a281", + "dataset_id": "m8", + "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=default, measure_col=campaign.", + "bindings": { + "group_col": "default", + "measure_col": "campaign", + "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": 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=1/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_cfa56a68e614b035.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cfa56a68e614b035", + "api_calls": 0, + "input_tokens": 45526, + "cached_input_tokens": 41728, + "output_tokens": 803, + "total_tokens": 46329, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5344, + "estimated_output_tokens": 504, + "estimated_total_tokens": 5848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31801.13, + "sql_execution_elapsed_ms_total": 178.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cfa56a68e614b035\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..310cadad47514e1d8aca48cf51adff3279cbc7e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfa56a68e614b035/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:23:39.329002+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14981.14, "started_at": "2026-05-04T07:23:24.325015+00:00", "ended_at": "2026-05-04T07:23:39.306389+00:00", "prompt_metrics": {"chars": 9134, "bytes_utf8": 9134, "lines": 300, "estimated_tokens": 2547}, "response_metrics": {"chars": 879, "bytes_utf8": 879, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22638, "cached_input_tokens": 19840, "output_tokens": 362}, "stderr_preview": "2026-05-04T07:23:24.579894Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:26.957075Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=contact, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "contact", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15e541b236a0f1ae0a541727b71c073d571122f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-cb3d-7d11-9fea-fd00e33f9dc9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"contact\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"contact\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"contact\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22611,"cached_input_tokens":2432,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4508d7c48d9343eabbca5f668f6cecad05f49c17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"contact\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"contact\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"contact\" and measure_col=\"day\". Cast \"day\" 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_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0c3674741303d2ca04c133e4d858e3d973bb687 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:27.182039Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:29.594656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:36.860254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77bad4b1421c1d52049b6b6f7243b69433b3b589 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/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=contact, measure_col=day. +Result preview: [{"contact": "telephone", "avg_measure": 16.55746730901583}, {"contact": "cellular", "avg_measure": 15.930305617210175}, {"contact": "unknown", "avg_measure": 15.360138248847926}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..571d5b2c642af785f1eaf84f7ae57a5228c8bce0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cfdf8e000c4100d9 +-- problem_id: v2p_m8_6961c7ccd9fd42a5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "contact", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "contact") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86d7de72b8468607f0cdc250604a143530935c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/query_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 \"contact\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"contact\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"contact\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"contact\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"contact\", \"avg_measure\"], \"rows\": [{\"contact\": \"telephone\", \"avg_measure\": 16.55746730901583}, {\"contact\": \"cellular\", \"avg_measure\": 15.930305617210175}, {\"contact\": \"unknown\", \"avg_measure\": 15.360138248847926}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 138.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a73a2c69225302cdd4d03558e6eb47eb53dbfa3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:00:26.924172+00:00", + "ended_at": "2026-05-04T07:00:37.857128+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_cfdf8e000c4100d9", + "problem_id": "v2p_m8_6961c7ccd9fd42a5", + "dataset_id": "m8", + "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=contact, measure_col=day.", + "bindings": { + "group_col": "contact", + "measure_col": "day", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_cfdf8e000c4100d9.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_cfdf8e000c4100d9", + "api_calls": 0, + "input_tokens": 22611, + "cached_input_tokens": 2432, + "output_tokens": 108, + "total_tokens": 22719, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2520, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2612, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10758.84, + "sql_execution_elapsed_ms_total": 138.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_cfdf8e000c4100d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b98d25bc24ff2c76f897c9edbaab3a1232364f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_cfdf8e000c4100d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:37.706754+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10758.84, "started_at": "2026-05-04T07:00:26.932146+00:00", "ended_at": "2026-05-04T07:00:37.690984+00:00", "prompt_metrics": {"chars": 9034, "bytes_utf8": 9034, "lines": 300, "estimated_tokens": 2520}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22611, "cached_input_tokens": 2432, "output_tokens": 108}, "stderr_preview": "2026-05-04T07:00:27.182039Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:29.594656Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a59116b9bc6ad29d8033964c0a0cc0b1a28d19d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-e243-73b0-8c12-f3a6d8bf2a4a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"y\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" from TEXT to REAL for SQLite aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22642,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34769f4272e97d7087d531616a1631c2dbaaf18a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"y\" and measure_col=\"pdays\". Cast \"pdays\" from TEXT to REAL for SQLite aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e3bb60f9f0b0c6bdbcc3b370338b8f67602fe0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:56.103401Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:58.647868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:08.422570Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..839604ac35ad7eecb0949a546043b0c79be9d257 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays. +Result preview: [{"y": "no", "avg_measure": 36.421371674765794, "support": 39922}, {"y": "yes", "avg_measure": 68.70296842503309, "support": 5289}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a9147d1c110584850901e3068bfcabd4d897bfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d0af7ab898b5da42 +-- problem_id: v2p_m8_9b73d14d7398c400 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8628ff874b1c72a723d3db3599fa36acb397735 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/query_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_support_guarded_group_avg\nSELECT \"y\", AVG(CAST(\"pdays\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"y\"\nHAVING COUNT(*) > 5\nORDER BY \"y\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"y\\\", AVG(CAST(\\\"pdays\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"y\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"y\\\";\", \"columns\": [\"y\", \"avg_measure\", \"support\"], \"rows\": [{\"y\": \"no\", \"avg_measure\": 36.421371674765794, \"support\": 39922}, {\"y\": \"yes\", \"avg_measure\": 68.70296842503309, \"support\": 5289}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16c83b7237b57d535e92ed3517f6d9c0d81f8ed4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:16:55.791393+00:00", + "ended_at": "2026-05-04T07:17:08.889513+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d0af7ab898b5da42", + "problem_id": "v2p_m8_9b73d14d7398c400", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=pdays.", + "bindings": { + "group_col": "y", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\m8\\sql\\v2q_m8_d0af7ab898b5da42.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d0af7ab898b5da42", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13029.45, + "sql_execution_elapsed_ms_total": 29.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d0af7ab898b5da42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6428d3a3b4bb732cb5620da7bf7b8cf9ef8ba19a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:08.845284+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13029.45, "started_at": "2026-05-04T07:16:55.798626+00:00", "ended_at": "2026-05-04T07:17:08.828008+00:00", "prompt_metrics": {"chars": 9084, "bytes_utf8": 9084, "lines": 300, "estimated_tokens": 2553}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22642, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:16:56.103401Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:58.647868Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"y\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"y\\\" and measure_col=\\\"pdays\\\". Cast \\\"pdays\\\" from TEXT to REAL for SQLite aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80d76708abcbc7d395ef55b80d1b778928e04056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0af7ab898b5da42/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d0af7ab898b5da42", + "api_calls": 0, + "input_tokens": 22642, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2553, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13029.45, + "sql_execution_elapsed_ms_total": 29.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d0af7ab898b5da42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad2d797e42451b28008bdbdabbd7a77163d018e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9124, "bytes_utf8": 9124, "lines": 300, "estimated_tokens": 2590}} +{"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": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98fda71ddff3665814f8d178de641525bd8695d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d0e223a5afeb0230", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11061.02, + "sql_execution_elapsed_ms_total": 55.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d0e223a5afeb0230\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9f7086758349a13d35daac41fc20ec4a666249e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/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": "2026-05-04T07:36:09.667192+00:00", + "ended_at": "2026-05-04T07:36:20.728343+00:00", + "elapsed_ms": 11061.02, + "prompt_metrics": { + "chars": 9124, + "bytes_utf8": 9124, + "lines": 300, + "estimated_tokens": 2590 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13157 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22679, + "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_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eadb08499265c8b045b1b689ba48ea3be3f50ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=contact.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..08954b3ae3f8766f1a247797688fa00d148a1fcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-7d4f-7630-8c3c-a750d7b952d3"} +{"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 \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 11;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=contact, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5333e94ccdcdd64f9afb64e4d8b8e004f560fa72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 11;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=contact, 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_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be534dbd4f90fd4c5828913618a8fec0fb6346b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:09.881714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:12.393397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:20.264336Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9625769ca93eecd6e5cac4e6c5091a30c17b041 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/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=marital, group_col_2=contact. +Result preview: [{"marital": "divorced", "contact": "telephone", "support": 271}, {"marital": "single", "contact": "telephone", "support": 620}, {"marital": "divorced", "contact": "unknown", "support": 1610}, {"marital": "married", "contact": "telephone", "support": 2015}, {"marital": "divorced", "contact": "cellular", "support": 3326}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdd85b6ad1d4ce54f8464d909052ab4cefdb5c50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d0e223a5afeb0230 +-- problem_id: v2p_m8_57f87e7dd9b242b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96feb32a3c5fbfeac7a9001924f064f577d28757 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/query_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 \"marital\",\n \"contact\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"contact\"\nORDER BY support ASC, \"marital\", \"contact\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"contact\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"contact\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"contact\\\"\\nLIMIT 11;\", \"columns\": [\"marital\", \"contact\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"contact\": \"telephone\", \"support\": 271}, {\"marital\": \"single\", \"contact\": \"telephone\", \"support\": 620}, {\"marital\": \"divorced\", \"contact\": \"unknown\", \"support\": 1610}, {\"marital\": \"married\", \"contact\": \"telephone\", \"support\": 2015}, {\"marital\": \"divorced\", \"contact\": \"cellular\", \"support\": 3326}, {\"marital\": \"single\", \"contact\": \"unknown\", \"support\": 3379}, {\"marital\": \"married\", \"contact\": \"unknown\", \"support\": 8031}, {\"marital\": \"single\", \"contact\": \"cellular\", \"support\": 8791}, {\"marital\": \"married\", \"contact\": \"cellular\", \"support\": 17168}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 55.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e0463274507a9f05e0597281c9e0f391c0bd6951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:36:09.657410+00:00", + "ended_at": "2026-05-04T07:36:20.817077+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d0e223a5afeb0230", + "problem_id": "v2p_m8_57f87e7dd9b242b2", + "dataset_id": "m8", + "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=marital, group_col_2=contact.", + "bindings": { + "group_col": "marital", + "group_col_2": "contact", + "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": 319.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_d0e223a5afeb0230.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d0e223a5afeb0230", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11061.02, + "sql_execution_elapsed_ms_total": 55.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d0e223a5afeb0230\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6794b199bf82b77062b990630c44ba4be4be9d11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d0e223a5afeb0230/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:20.752822+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11061.02, "started_at": "2026-05-04T07:36:09.667192+00:00", "ended_at": "2026-05-04T07:36:20.728343+00:00", "prompt_metrics": {"chars": 9124, "bytes_utf8": 9124, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:36:09.881714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:12.393397Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=age, condition_col=y.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "age", + "condition_col": "y", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47cf2597325aa2b8a881e731ea894937547e4ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-8581-71f1-867f-4b8be1a27189"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"age\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"age\\\" and condition_col=\\\"y\\\", measuring the within-age proportion where y='yes' in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22662,"cached_input_tokens":3456,"output_tokens":102}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..486d50a617e1a9fd722ee9335ec039dbb8817caf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"age\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"age\" and condition_col=\"y\", measuring the within-age proportion where y='yes' in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ac8d8394a01c02c44c68731a0aab70f4ddb1e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:47.127774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:49.609392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:58.820036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5bcb9800c3f27bf522ace671208f0d976cbaf9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/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=age, condition_col=y. +Result preview: [{"age": "93", "condition_rate": 1.0}, {"age": "92", "condition_rate": 1.0}, {"age": "90", "condition_rate": 1.0}, {"age": "85", "condition_rate": 0.8}, {"age": "87", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..598285f4709a5b7452374e7f10b604c3f2be9946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d2d8e90c8e0cc293 +-- problem_id: v2p_m8_2d997a5c66a44aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "age" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1595f5107cb3eecddb95fc4f027861827526bf48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/query_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 \"age\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"age\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"age\", \"condition_rate\"], \"rows\": [{\"age\": \"93\", \"condition_rate\": 1.0}, {\"age\": \"92\", \"condition_rate\": 1.0}, {\"age\": \"90\", \"condition_rate\": 1.0}, {\"age\": \"85\", \"condition_rate\": 0.8}, {\"age\": \"87\", \"condition_rate\": 0.75}, {\"age\": \"68\", \"condition_rate\": 0.5833333333333334}, {\"age\": \"18\", \"condition_rate\": 0.5833333333333334}, {\"age\": \"84\", \"condition_rate\": 0.5555555555555556}, {\"age\": \"73\", \"condition_rate\": 0.5454545454545454}, {\"age\": \"95\", \"condition_rate\": 0.5}, {\"age\": \"77\", \"condition_rate\": 0.5}, {\"age\": \"76\", \"condition_rate\": 0.5}, {\"age\": \"62\", \"condition_rate\": 0.4875}, {\"age\": \"64\", \"condition_rate\": 0.47297297297297297}, {\"age\": \"78\", \"condition_rate\": 0.4666666666666667}, {\"age\": \"71\", \"condition_rate\": 0.46296296296296297}, {\"age\": \"72\", \"condition_rate\": 0.46153846153846156}, {\"age\": \"86\", \"condition_rate\": 0.4444444444444444}, {\"age\": \"67\", \"condition_rate\": 0.42592592592592593}, {\"age\": \"82\", \"condition_rate\": 0.42105263157894735}, {\"age\": \"79\", \"condition_rate\": 0.4}, {\"age\": \"63\", \"condition_rate\": 0.38961038961038963}, {\"age\": \"61\", \"condition_rate\": 0.3877551020408163}, {\"age\": \"80\", \"condition_rate\": 0.3870967741935484}, {\"age\": \"69\", \"condition_rate\": 0.38636363636363635}, {\"age\": \"75\", \"condition_rate\": 0.38461538461538464}, {\"age\": \"66\", \"condition_rate\": 0.38095238095238093}, {\"age\": \"65\", \"condition_rate\": 0.3559322033898305}, {\"age\": \"81\", \"condition_rate\": 0.35294117647058826}, {\"age\": \"74\", \"condition_rate\": 0.35135135135135137}, {\"age\": \"19\", \"condition_rate\": 0.3142857142857143}, {\"age\": \"22\", \"condition_rate\": 0.31007751937984496}, {\"age\": \"20\", \"condition_rate\": 0.3}, {\"age\": \"21\", \"condition_rate\": 0.27848101265822783}, {\"age\": \"83\", \"condition_rate\": 0.2727272727272727}, {\"age\": \"70\", \"condition_rate\": 0.2537313432835821}, {\"age\": \"24\", \"condition_rate\": 0.2251655629139073}, {\"age\": \"23\", \"condition_rate\": 0.21782178217821782}, {\"age\": \"25\", \"condition_rate\": 0.2144212523719165}, {\"age\": \"26\", \"condition_rate\": 0.16645962732919253}, {\"age\": \"60\", \"condition_rate\": 0.1644295302013423}, {\"age\": \"28\", \"condition_rate\": 0.15606936416184972}, {\"age\": \"27\", \"condition_rate\": 0.1551155115511551}, {\"age\": \"29\", \"condition_rate\": 0.14430379746835442}, {\"age\": \"30\", \"condition_rate\": 0.12350597609561753}, {\"age\": \"59\", \"condition_rate\": 0.11428571428571428}, {\"age\": \"35\", \"condition_rate\": 0.11034846884899684}, {\"age\": \"36\", \"condition_rate\": 0.1079734219269103}, {\"age\": \"33\", \"condition_rate\": 0.10649087221095335}, {\"age\": \"32\", \"condition_rate\": 0.10599520383693045}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 31.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d566800e79abc32e116e28e7a33924716ff6f03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:55:46.894124+00:00", + "ended_at": "2026-05-04T06:55:59.697265+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d2d8e90c8e0cc293", + "problem_id": "v2p_m8_2d997a5c66a44aa0", + "dataset_id": "m8", + "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=age, condition_col=y.", + "bindings": { + "group_col": "age", + "condition_col": "y", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_d2d8e90c8e0cc293.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d2d8e90c8e0cc293", + "api_calls": 0, + "input_tokens": 22662, + "cached_input_tokens": 3456, + "output_tokens": 102, + "total_tokens": 22764, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2571, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12734.67, + "sql_execution_elapsed_ms_total": 31.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d2d8e90c8e0cc293\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aed56fd5621cec1de81f591ccffcd930ac16e177 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d2d8e90c8e0cc293/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:59.657653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12734.67, "started_at": "2026-05-04T06:55:46.904735+00:00", "ended_at": "2026-05-04T06:55:59.639330+00:00", "prompt_metrics": {"chars": 9186, "bytes_utf8": 9186, "lines": 303, "estimated_tokens": 2571}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22662, "cached_input_tokens": 3456, "output_tokens": 102}, "stderr_preview": "2026-05-04T06:55:47.127774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:49.609392Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=age, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "pdays", + "measure_col": "age", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83fa9d822927d17a0e4404440e4272605aac839c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-b1fd-7871-bc09-b170671b6bb0"} +{"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 \\\"pdays\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"rn\\\") AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= (((9 * \\\"cnt\\\") + 9) / 10)\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per pdays group by filtering marital='single', ranking age within each group, and selecting the first row at or above the 90th-percentile position.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22716,"cached_input_tokens":21888,"output_tokens":834}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d63879d81ec1ff7737d2462963a8259e2c30a76a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"pdays\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"pdays\",\n \"age_num\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"rn\") AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= (((9 * \"cnt\") + 9) / 10)\n)\nSELECT\n \"pdays\",\n \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per pdays group by filtering marital='single', ranking age within each group, and selecting the first row at or above the 90th-percentile position."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a197521a953026c7771379a45206cf6d15243d76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:04.996353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:07.505417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:29.402451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ce207e70e9ed03741077ca8f5290337f3ba1440 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/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=pdays, measure_col=age, condition_col=marital. +Result preview: [{"pdays": "211", "conditional_percentile": 60.0}, {"pdays": "8", "conditional_percentile": 60.0}, {"pdays": "259", "conditional_percentile": 59.0}, {"pdays": "114", "conditional_percentile": 58.0}, {"pdays": "321", "conditional_percentile": 58.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efb58f4e8bdd681a9ddbc82ea50c68520c33d89d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d3df3d37d76bcf6a +-- problem_id: v2p_m8_8c28d17b446ff13f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "marital" = 'single' +), +"ranked" AS ( + SELECT + "pdays", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "pdays", + "age_num" AS "conditional_percentile", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "rn") AS "pick_rank" + FROM "ranked" + WHERE "rn" >= (((9 * "cnt") + 9) / 10) +) +SELECT + "pdays", + "conditional_percentile" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58c235de2a8ef519767c2bd8f8bcf983f87643c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/query_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 \"pdays\",\n CAST(\"age\" AS REAL) AS \"age_num\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"pdays\",\n \"age_num\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"age_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"pdays\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"pdays\",\n \"age_num\" AS \"conditional_percentile\",\n ROW_NUMBER() OVER (PARTITION BY \"pdays\" ORDER BY \"rn\") AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= (((9 * \"cnt\") + 9) / 10)\n)\nSELECT\n \"pdays\",\n \"conditional_percentile\"\nFROM \"picked\"\nWHERE \"pick_rank\" = 1\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"age_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"age_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"pdays\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"pdays\\\",\\n \\\"age_num\\\" AS \\\"conditional_percentile\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"pdays\\\" ORDER BY \\\"rn\\\") AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= (((9 * \\\"cnt\\\") + 9) / 10)\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"pdays\", \"conditional_percentile\"], \"rows\": [{\"pdays\": \"211\", \"conditional_percentile\": 60.0}, {\"pdays\": \"8\", \"conditional_percentile\": 60.0}, {\"pdays\": \"259\", \"conditional_percentile\": 59.0}, {\"pdays\": \"114\", \"conditional_percentile\": 58.0}, {\"pdays\": \"321\", \"conditional_percentile\": 58.0}, {\"pdays\": \"6\", \"conditional_percentile\": 58.0}, {\"pdays\": \"190\", \"conditional_percentile\": 57.0}, {\"pdays\": \"129\", \"conditional_percentile\": 56.0}, {\"pdays\": \"131\", \"conditional_percentile\": 56.0}, {\"pdays\": \"177\", \"conditional_percentile\": 56.0}, {\"pdays\": \"184\", \"conditional_percentile\": 56.0}, {\"pdays\": \"186\", \"conditional_percentile\": 56.0}, {\"pdays\": \"9\", \"conditional_percentile\": 56.0}, {\"pdays\": \"106\", \"conditional_percentile\": 55.0}, {\"pdays\": \"319\", \"conditional_percentile\": 55.0}, {\"pdays\": \"108\", \"conditional_percentile\": 54.0}, {\"pdays\": \"206\", \"conditional_percentile\": 54.0}, {\"pdays\": \"234\", \"conditional_percentile\": 54.0}, {\"pdays\": \"248\", \"conditional_percentile\": 54.0}, {\"pdays\": \"264\", \"conditional_percentile\": 54.0}, {\"pdays\": \"326\", \"conditional_percentile\": 54.0}, {\"pdays\": \"145\", \"conditional_percentile\": 53.0}, {\"pdays\": \"226\", \"conditional_percentile\": 53.0}, {\"pdays\": \"368\", \"conditional_percentile\": 53.0}, {\"pdays\": \"75\", \"conditional_percentile\": 53.0}, {\"pdays\": \"84\", \"conditional_percentile\": 53.0}, {\"pdays\": \"147\", \"conditional_percentile\": 52.0}, {\"pdays\": \"335\", \"conditional_percentile\": 52.0}, {\"pdays\": \"354\", \"conditional_percentile\": 52.0}, {\"pdays\": \"378\", \"conditional_percentile\": 52.0}, {\"pdays\": \"110\", \"conditional_percentile\": 51.0}, {\"pdays\": \"14\", \"conditional_percentile\": 51.0}, {\"pdays\": \"171\", \"conditional_percentile\": 51.0}, {\"pdays\": \"2\", \"conditional_percentile\": 51.0}, {\"pdays\": \"244\", \"conditional_percentile\": 51.0}, {\"pdays\": \"294\", \"conditional_percentile\": 51.0}, {\"pdays\": \"375\", \"conditional_percentile\": 51.0}, {\"pdays\": \"427\", \"conditional_percentile\": 51.0}, {\"pdays\": \"123\", \"conditional_percentile\": 50.0}, {\"pdays\": \"166\", \"conditional_percentile\": 50.0}, {\"pdays\": \"175\", \"conditional_percentile\": 50.0}, {\"pdays\": \"188\", \"conditional_percentile\": 50.0}, {\"pdays\": \"265\", \"conditional_percentile\": 50.0}, {\"pdays\": \"304\", \"conditional_percentile\": 50.0}, {\"pdays\": \"306\", \"conditional_percentile\": 50.0}, {\"pdays\": \"372\", \"conditional_percentile\": 50.0}, {\"pdays\": \"12\", \"conditional_percentile\": 49.0}, {\"pdays\": \"157\", \"conditional_percentile\": 49.0}, {\"pdays\": \"198\", \"conditional_percentile\": 49.0}, {\"pdays\": \"207\", \"conditional_percentile\": 49.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 65.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52f3eb7bfeffb4f0b6f3f335da6d0a53e7bfdb82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:09:04.688970+00:00", + "ended_at": "2026-05-04T07:09:30.331020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d3df3d37d76bcf6a", + "problem_id": "v2p_m8_8c28d17b446ff13f", + "dataset_id": "m8", + "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=pdays, measure_col=age, condition_col=marital.", + "bindings": { + "group_col": "pdays", + "measure_col": "age", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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": 45.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_d3df3d37d76bcf6a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d3df3d37d76bcf6a", + "api_calls": 0, + "input_tokens": 22716, + "cached_input_tokens": 21888, + "output_tokens": 834, + "total_tokens": 23550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 312, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25527.48, + "sql_execution_elapsed_ms_total": 65.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d3df3d37d76bcf6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00a1bd7ffc6c4d3c54a92174558e020860df6162 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:30.249200+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25527.48, "started_at": "2026-05-04T07:09:04.696829+00:00", "ended_at": "2026-05-04T07:09:30.224430+00:00", "prompt_metrics": {"chars": 9459, "bytes_utf8": 9459, "lines": 305, "estimated_tokens": 2625}, "response_metrics": {"chars": 1035, "bytes_utf8": 1035, "lines": 1, "estimated_tokens": 312}, "usage": {"input_tokens": 22716, "cached_input_tokens": 21888, "output_tokens": 834}, "stderr_preview": "2026-05-04T07:09:04.996353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:07.505417Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = (((9 * \\\"cnt\\\") + 9) / 10)\\n)\\nSELECT\\n \\\"pdays\\\",\\n \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per pdays group by filtering marital='single', ranking age within each group, and selecting the first row at or ab"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81ea03b12437d50327a229545b159afaf31ae7d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d3df3d37d76bcf6a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d3df3d37d76bcf6a", + "api_calls": 0, + "input_tokens": 22716, + "cached_input_tokens": 21888, + "output_tokens": 834, + "total_tokens": 23550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2625, + "estimated_output_tokens": 312, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25527.48, + "sql_execution_elapsed_ms_total": 65.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d3df3d37d76bcf6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a65d6a5591066b2277bea410fa5fd3a1835d086 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9136, "bytes_utf8": 9136, "lines": 302, "estimated_tokens": 2561}} +{"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": 110}, "usage": {"input_tokens": 22650, "cached_input_tokens": 21888, "output_tokens": 126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25fbe746eb76bb41663b917331b81a6cf3aa3e8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d427fa8e021e915c", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15787.73, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d427fa8e021e915c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..31b8c22acd59c1e5c1dce14b94f1eeac9c0f8f5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/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": "2026-05-04T07:13:00.932184+00:00", + "ended_at": "2026-05-04T07:13:16.719554+00:00", + "elapsed_ms": 15787.73, + "prompt_metrics": { + "chars": 9136, + "bytes_utf8": 9136, + "lines": 302, + "estimated_tokens": 2561 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 432, + "bytes_utf8": 432, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 126 + } + }, + "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_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde44a4d4505f406c47fbd82fdd8d59d697fa4e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=job.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "job", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bef1dc782afe5c32480ec909a06b6892fb99683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-5943-7440-b4d1-8707ac723d3b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"job\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed binding group_col=\\\"job\\\" and predicate campaign >= 3.0. CAST to REAL is included because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22650,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37974908a5210a355a7c9b68407f6bbde0713816 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"job\", COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"job\"\nORDER BY \"support\" DESC\nLIMIT 16;","notes":"Used the provided Filtered Top-k Group Count template with fixed binding group_col=\"job\" and predicate campaign >= 3.0. CAST to REAL is included 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_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28d2b40cb3dd5f0bfd652e4fd1f768f862206b8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:04.476553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:06.905235Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:15.956583Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..938aa7a8c016cf42d838ad8a05d410fd985067fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/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=job. +Result preview: [{"job": "blue-collar", "support": 3365}, {"job": "management", "support": 3314}, {"job": "technician", "support": 2668}, {"job": "admin.", "support": 1533}, {"job": "services", "support": 1349}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..044a5daadc1ee1d4e9830247ab374a922c2189d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d427fa8e021e915c +-- problem_id: v2p_m8_55dad69a00ad51e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS "support" +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "job" +ORDER BY "support" DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d23e2f1a8cff69a2872429cc4c2d461834bbcb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/query_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 \"job\", COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE CAST(\"campaign\" AS REAL) >= 3.0\nGROUP BY \"job\"\nORDER BY \"support\" DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"job\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"campaign\\\" AS REAL) >= 3.0\\nGROUP BY \\\"job\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 16;\", \"columns\": [\"job\", \"support\"], \"rows\": [{\"job\": \"blue-collar\", \"support\": 3365}, {\"job\": \"management\", \"support\": 3314}, {\"job\": \"technician\", \"support\": 2668}, {\"job\": \"admin.\", \"support\": 1533}, {\"job\": \"services\", \"support\": 1349}, {\"job\": \"retired\", \"support\": 630}, {\"job\": \"self-employed\", \"support\": 559}, {\"job\": \"entrepreneur\", \"support\": 537}, {\"job\": \"housemaid\", \"support\": 466}, {\"job\": \"unemployed\", \"support\": 372}, {\"job\": \"student\", \"support\": 255}, {\"job\": \"unknown\", \"support\": 114}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f6dc7af88a73aaad84b7abfe3637b778f337bc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:13:00.921908+00:00", + "ended_at": "2026-05-04T07:13:16.766776+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d427fa8e021e915c", + "problem_id": "v2p_m8_55dad69a00ad51e0", + "dataset_id": "m8", + "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=job.", + "bindings": { + "group_col": "job", + "predicate_col": "campaign", + "predicate_op": ">=", + "predicate_value": 3.0, + "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": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_d427fa8e021e915c.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d427fa8e021e915c", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15787.73, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d427fa8e021e915c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ed70e36f7726d4d87faa144c4e441d391827322 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:16.737481+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15787.73, "started_at": "2026-05-04T07:13:00.932184+00:00", "ended_at": "2026-05-04T07:13:16.719554+00:00", "prompt_metrics": {"chars": 9136, "bytes_utf8": 9136, "lines": 302, "estimated_tokens": 2561}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22650, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:13:04.476553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:06.905235Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"job\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed binding group_col=\\\"job\\\" and predicate campaign >= 3.0. CAST to REAL is included because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6eb4a944481ce77b7360981fe0b688568a8f1806 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d427fa8e021e915c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d427fa8e021e915c", + "api_calls": 0, + "input_tokens": 22650, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2561, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15787.73, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d427fa8e021e915c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1540ab9e728bcc2de528b64bca2cc82ddaa00eac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "20", "support": 2752, "support_share": 0.060870142222025615, "support_rank": 1}, {"value_label": "18", "support": 2308, "support_share": 0.05104952334608834, "support_rank": 2}, {"value_label": "21", "support": 2026, "support_share": 0.04481210324920926, "support_rank": 3}, {"value_label": "17", "support": 1939, "support_share": 0.04288779279378912, "support_rank": 4}, {"value_label": "6", "support": 1932, "support_share": 0.042732963216916234, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7086d4e2343506adff599eebccfd64ad5c7f6603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d4c5f3a21212c957 +-- problem_id: v2p_m8_86ec324e025e7729 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "day" +) +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_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83df6a839ea07a439440528e36b83301aa80009d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/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_c\n-- sql_source_dataset_id: m8\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_m8_d4c5f3a21212c957\n-- problem_id: v2p_m8_86ec324e025e7729\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"day\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"day\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_d4c5f3a21212c957\\n-- problem_id: v2p_m8_86ec324e025e7729\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"day\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"day\\\"\\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\": \"20\", \"support\": 2752, \"support_share\": 0.060870142222025615, \"support_rank\": 1}, {\"value_label\": \"18\", \"support\": 2308, \"support_share\": 0.05104952334608834, \"support_rank\": 2}, {\"value_label\": \"21\", \"support\": 2026, \"support_share\": 0.04481210324920926, \"support_rank\": 3}, {\"value_label\": \"17\", \"support\": 1939, \"support_share\": 0.04288779279378912, \"support_rank\": 4}, {\"value_label\": \"6\", \"support\": 1932, \"support_share\": 0.042732963216916234, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 1910, \"support_share\": 0.042246355975315744, \"support_rank\": 6}, {\"value_label\": \"14\", \"support\": 1848, \"support_share\": 0.04087500829444162, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 1842, \"support_share\": 0.04074229722855057, \"support_rank\": 8}, {\"value_label\": \"28\", \"support\": 1830, \"support_share\": 0.040476875096768485, \"support_rank\": 9}, {\"value_label\": \"7\", \"support\": 1817, \"support_share\": 0.040189334454004556, \"support_rank\": 10}, {\"value_label\": \"19\", \"support\": 1757, \"support_share\": 0.03886222379509412, \"support_rank\": 11}, {\"value_label\": \"29\", \"support\": 1745, \"support_share\": 0.03859680166331202, \"support_rank\": 12}, {\"value_label\": \"15\", \"support\": 1703, \"support_share\": 0.037667824202074714, \"support_rank\": 13}, {\"value_label\": \"12\", \"support\": 1603, \"support_share\": 0.03545597310389065, \"support_rank\": 14}, {\"value_label\": \"13\", \"support\": 1585, \"support_share\": 0.03505783990621751, \"support_rank\": 15}, {\"value_label\": \"30\", \"support\": 1566, \"support_share\": 0.03463758819756254, \"support_rank\": 16}, {\"value_label\": \"9\", \"support\": 1561, \"support_share\": 0.03452699564265334, \"support_rank\": 17}, {\"value_label\": \"11\", \"support\": 1479, \"support_share\": 0.0327132777421424, \"support_rank\": 18}, {\"value_label\": \"4\", \"support\": 1445, \"support_share\": 0.03196124836875981, \"support_rank\": 19}, {\"value_label\": \"16\", \"support\": 1415, \"support_share\": 0.031297693039304596, \"support_rank\": 20}, {\"value_label\": \"2\", \"support\": 1293, \"support_share\": 0.02859923469952003, \"support_rank\": 21}, {\"value_label\": \"27\", \"support\": 1121, \"support_share\": 0.024794850810643428, \"support_rank\": 22}, {\"value_label\": \"3\", \"support\": 1079, \"support_share\": 0.023865873349406118, \"support_rank\": 23}, {\"value_label\": \"26\", \"support\": 1035, \"support_share\": 0.022892658866205128, \"support_rank\": 24}, {\"value_label\": \"23\", \"support\": 939, \"support_share\": 0.02076928181194842, \"support_rank\": 25}, {\"value_label\": \"22\", \"support\": 905, \"support_share\": 0.020017252438565836, \"support_rank\": 26}, {\"value_label\": \"25\", \"support\": 840, \"support_share\": 0.01857954922474619, \"support_rank\": 27}, {\"value_label\": \"31\", \"support\": 643, \"support_share\": 0.014222202561323572, \"support_rank\": 28}, {\"value_label\": \"10\", \"support\": 524, \"support_share\": 0.011590099754484528, \"support_rank\": 29}, {\"value_label\": \"24\", \"support\": 447, \"support_share\": 0.009886974408882794, \"support_rank\": 30}, {\"value_label\": \"1\", \"support\": 322, \"support_share\": 0.007122160536152706, \"support_rank\": 31}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8ccea677890f6e7cbf429339be553a222e8501d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.896157+00:00", + "ended_at": "2026-05-04T07:37:06.922707+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d4c5f3a21212c957", + "problem_id": "v2p_m8_86ec324e025e7729", + "dataset_id": "m8", + "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=day.", + "bindings": { + "group_col": "day" + }, + "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_c\\m8\\sql\\v2q_m8_d4c5f3a21212c957.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_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d4c5f3a21212c957/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_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d3394c7a91a440587590f7f94007e38ef2684d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9535, "bytes_utf8": 9535, "lines": 306, "estimated_tokens": 2684}} +{"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": 140}, "usage": {"input_tokens": 22773, "cached_input_tokens": 21888, "output_tokens": 208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a65a19a0bafa989342f07341210bb2d3d8446366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d63e3cb36f088f66", + "api_calls": 0, + "input_tokens": 22773, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2684, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12808.57, + "sql_execution_elapsed_ms_total": 14.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d63e3cb36f088f66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d334e5e3cc13d66f8b25ecdc507d103119653b91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/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": "2026-05-04T07:20:40.494511+00:00", + "ended_at": "2026-05-04T07:20:53.305413+00:00", + "elapsed_ms": 12808.57, + "prompt_metrics": { + "chars": 9535, + "bytes_utf8": 9535, + "lines": 306, + "estimated_tokens": 2684 + }, + "stdout_metrics": { + "chars": 854, + "bytes_utf8": 854, + "lines": 4, + "estimated_tokens": 273 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 486, + "bytes_utf8": 486, + "lines": 1, + "estimated_tokens": 140 + }, + "usage": { + "input_tokens": 22773, + "cached_input_tokens": 21888, + "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_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5301aacbb2a9e203d9b89591ee5327e33e8d55a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=poutcome, measure_col=day.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "pdays", + "group_col_2": "poutcome", + "measure_col": "day", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "divorced", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cfe6032647e849c51630a24fe8168a81c819056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-4fdd-7a21-b6cb-a208a9f5fecc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"poutcome\\\",\\n SUM(\\\"day\\\") AS \\\"sum_measure\\\",\\n AVG(\\\"day\\\") AS \\\"avg_measure\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'divorced'\\nGROUP BY \\\"pdays\\\", \\\"poutcome\\\"\\nORDER BY \\\"pdays\\\", \\\"poutcome\\\";\",\"notes\":\"Used the required two-dimensional summary template with group_col=\\\"pdays\\\", group_col_2=\\\"poutcome\\\", measure_col=\\\"day\\\", and filter marital = 'divorced'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22773,"cached_input_tokens":21888,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed2bf0e85b6a0cb702ba03d2b9a0be8893aeb52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"pdays\", \"poutcome\",\n SUM(\"day\") AS \"sum_measure\",\n AVG(\"day\") AS \"avg_measure\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE \"marital\" = 'divorced'\nGROUP BY \"pdays\", \"poutcome\"\nORDER BY \"pdays\", \"poutcome\";","notes":"Used the required two-dimensional summary template with group_col=\"pdays\", group_col_2=\"poutcome\", measure_col=\"day\", and filter marital = 'divorced'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fbba13ac7a6798fa7e88d3d6b32e9674bc5cfa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:40.757156Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:43.190505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:52.474382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a044a25210f6550b2ff19e627a69ab61ecb13456 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=poutcome, measure_col=day. +Result preview: [{"pdays": "-1", "poutcome": "unknown", "sum_measure": 69030, "avg_measure": 16.14359214218896, "support": 4276}, {"pdays": "100", "poutcome": "failure", "sum_measure": 21, "avg_measure": 21.0, "support": 1}, {"pdays": "100", "poutcome": "success", "sum_measure": 12, "avg_measure": 12.0, "support": 1}, {"pdays": "101", "poutcome": "failure", "sum_measure": 21, "avg_measure": 21.0, "support": 1}, {"pdays": "101", "poutcome": "success", "sum_measure": 21, "avg_measure": 21.0, "support": 1}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e06477175ca94756efd51707da06ecd2d0b4eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_d63e3cb36f088f66 +-- problem_id: v2p_m8_ec0d1a18b948a822 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "poutcome", + SUM("day") AS "sum_measure", + AVG("day") AS "avg_measure", + COUNT(*) AS "support" +FROM "m8" +WHERE "marital" = 'divorced' +GROUP BY "pdays", "poutcome" +ORDER BY "pdays", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26f0580d68dd07ad01a4c252ba7105788a04459b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/query_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_two_dimensional_summary\nSELECT \"pdays\", \"poutcome\",\n SUM(\"day\") AS \"sum_measure\",\n AVG(\"day\") AS \"avg_measure\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE \"marital\" = 'divorced'\nGROUP BY \"pdays\", \"poutcome\"\nORDER BY \"pdays\", \"poutcome\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"pdays\\\", \\\"poutcome\\\",\\n SUM(\\\"day\\\") AS \\\"sum_measure\\\",\\n AVG(\\\"day\\\") AS \\\"avg_measure\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"marital\\\" = 'divorced'\\nGROUP BY \\\"pdays\\\", \\\"poutcome\\\"\\nORDER BY \\\"pdays\\\", \\\"poutcome\\\";\", \"columns\": [\"pdays\", \"poutcome\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"pdays\": \"-1\", \"poutcome\": \"unknown\", \"sum_measure\": 69030, \"avg_measure\": 16.14359214218896, \"support\": 4276}, {\"pdays\": \"100\", \"poutcome\": \"failure\", \"sum_measure\": 21, \"avg_measure\": 21.0, \"support\": 1}, {\"pdays\": \"100\", \"poutcome\": \"success\", \"sum_measure\": 12, \"avg_measure\": 12.0, \"support\": 1}, {\"pdays\": \"101\", \"poutcome\": \"failure\", \"sum_measure\": 21, \"avg_measure\": 21.0, \"support\": 1}, {\"pdays\": \"101\", \"poutcome\": \"success\", \"sum_measure\": 21, \"avg_measure\": 21.0, \"support\": 1}, {\"pdays\": \"102\", \"poutcome\": \"failure\", \"sum_measure\": 47, \"avg_measure\": 23.5, \"support\": 2}, {\"pdays\": \"102\", \"poutcome\": \"other\", \"sum_measure\": 29, \"avg_measure\": 29.0, \"support\": 1}, {\"pdays\": \"102\", \"poutcome\": \"success\", \"sum_measure\": 25, \"avg_measure\": 8.333333333333334, \"support\": 3}, {\"pdays\": \"103\", \"poutcome\": \"failure\", \"sum_measure\": 17, \"avg_measure\": 17.0, \"support\": 1}, {\"pdays\": \"103\", \"poutcome\": \"other\", \"sum_measure\": 17, \"avg_measure\": 17.0, \"support\": 1}, {\"pdays\": \"103\", \"poutcome\": \"success\", \"sum_measure\": 69, \"avg_measure\": 23.0, \"support\": 3}, {\"pdays\": \"104\", \"poutcome\": \"failure\", \"sum_measure\": 17, \"avg_measure\": 17.0, \"support\": 1}, {\"pdays\": \"104\", \"poutcome\": \"success\", \"sum_measure\": 12, \"avg_measure\": 12.0, \"support\": 1}, {\"pdays\": \"105\", \"poutcome\": \"failure\", \"sum_measure\": 13, \"avg_measure\": 13.0, \"support\": 1}, {\"pdays\": \"105\", \"poutcome\": \"success\", \"sum_measure\": 15, \"avg_measure\": 15.0, \"support\": 1}, {\"pdays\": \"106\", \"poutcome\": \"failure\", \"sum_measure\": 26, \"avg_measure\": 13.0, \"support\": 2}, {\"pdays\": \"106\", \"poutcome\": \"success\", \"sum_measure\": 34, \"avg_measure\": 17.0, \"support\": 2}, {\"pdays\": \"107\", \"poutcome\": \"other\", \"sum_measure\": 5, \"avg_measure\": 5.0, \"support\": 1}, {\"pdays\": \"109\", \"poutcome\": \"failure\", \"sum_measure\": 17, \"avg_measure\": 17.0, \"support\": 1}, {\"pdays\": \"110\", \"poutcome\": \"other\", \"sum_measure\": 36, \"avg_measure\": 18.0, \"support\": 2}, {\"pdays\": \"111\", \"poutcome\": \"failure\", \"sum_measure\": 56, \"avg_measure\": 18.666666666666668, \"support\": 3}, {\"pdays\": \"112\", \"poutcome\": \"failure\", \"sum_measure\": 18, \"avg_measure\": 18.0, \"support\": 1}, {\"pdays\": \"112\", \"poutcome\": \"other\", \"sum_measure\": 40, \"avg_measure\": 20.0, \"support\": 2}, {\"pdays\": \"113\", \"poutcome\": \"failure\", \"sum_measure\": 21, \"avg_measure\": 21.0, \"support\": 1}, {\"pdays\": \"113\", \"poutcome\": \"other\", \"sum_measure\": 19, \"avg_measure\": 19.0, \"support\": 1}, {\"pdays\": \"113\", \"poutcome\": \"success\", \"sum_measure\": 22, \"avg_measure\": 22.0, \"support\": 1}, {\"pdays\": \"114\", \"poutcome\": \"failure\", \"sum_measure\": 45, \"avg_measure\": 22.5, \"support\": 2}, {\"pdays\": \"115\", \"poutcome\": \"failure\", \"sum_measure\": 8, \"avg_measure\": 8.0, \"support\": 1}, {\"pdays\": \"117\", \"poutcome\": \"other\", \"sum_measure\": 19, \"avg_measure\": 19.0, \"support\": 1}, {\"pdays\": \"118\", \"poutcome\": \"failure\", \"sum_measure\": 17, \"avg_measure\": 17.0, \"support\": 1}, {\"pdays\": \"119\", \"poutcome\": \"failure\", \"sum_measure\": 103, \"avg_measure\": 17.166666666666668, \"support\": 6}, {\"pdays\": \"119\", \"poutcome\": \"other\", \"sum_measure\": 1, \"avg_measure\": 1.0, \"support\": 1}, {\"pdays\": \"119\", \"poutcome\": \"success\", \"sum_measure\": 1, \"avg_measure\": 1.0, \"support\": 1}, {\"pdays\": \"120\", \"poutcome\": \"failure\", \"sum_measure\": 29, \"avg_measure\": 29.0, \"support\": 1}, {\"pdays\": \"121\", \"poutcome\": \"failure\", \"sum_measure\": 21, \"avg_measure\": 21.0, \"support\": 1}, {\"pdays\": \"122\", \"poutcome\": \"other\", \"sum_measure\": 20, \"avg_measure\": 20.0, \"support\": 1}, {\"pdays\": \"123\", \"poutcome\": \"other\", \"sum_measure\": 17, \"avg_measure\": 17.0, \"support\": 1}, {\"pdays\": \"124\", \"poutcome\": \"failure\", \"sum_measure\": 18, \"avg_measure\": 18.0, \"support\": 1}, {\"pdays\": \"124\", \"poutcome\": \"other\", \"sum_measure\": 16, \"avg_measure\": 16.0, \"support\": 1}, {\"pdays\": \"125\", \"poutcome\": \"other\", \"sum_measure\": 20, \"avg_measure\": 20.0, \"support\": 1}, {\"pdays\": \"126\", \"poutcome\": \"failure\", \"sum_measure\": 78, \"avg_measure\": 19.5, \"support\": 4}, {\"pdays\": \"126\", \"poutcome\": \"other\", \"sum_measure\": 18, \"avg_measure\": 18.0, \"support\": 1}, {\"pdays\": \"127\", \"poutcome\": \"failure\", \"sum_measure\": 89, \"avg_measure\": 22.25, \"support\": 4}, {\"pdays\": \"127\", \"poutcome\": \"other\", \"sum_measure\": 19, \"avg_measure\": 19.0, \"support\": 1}, {\"pdays\": \"128\", \"poutcome\": \"success\", \"sum_measure\": 4, \"avg_measure\": 4.0, \"support\": 1}, {\"pdays\": \"130\", \"poutcome\": \"failure\", \"sum_measure\": 22, \"avg_measure\": 22.0, \"support\": 1}, {\"pdays\": \"131\", \"poutcome\": \"failure\", \"sum_measure\": 36, \"avg_measure\": 18.0, \"support\": 2}, {\"pdays\": \"132\", \"poutcome\": \"failure\", \"sum_measure\": 1, \"avg_measure\": 1.0, \"support\": 1}, {\"pdays\": \"133\", \"poutcome\": \"failure\", \"sum_measure\": 2, \"avg_measure\": 1.0, \"support\": 2}, {\"pdays\": \"133\", \"poutcome\": \"other\", \"sum_measure\": 3, \"avg_measure\": 3.0, \"support\": 1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28da997e607a26b18206d4cb8d67bdeab0281c66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:20:40.487949+00:00", + "ended_at": "2026-05-04T07:20:53.349633+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d63e3cb36f088f66", + "problem_id": "v2p_m8_ec0d1a18b948a822", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=pdays, group_col_2=poutcome, measure_col=day.", + "bindings": { + "group_col": "pdays", + "group_col_2": "poutcome", + "measure_col": "day", + "predicate_col": "marital", + "predicate_op": "=", + "predicate_value": "divorced", + "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": 20.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_d63e3cb36f088f66.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d63e3cb36f088f66", + "api_calls": 0, + "input_tokens": 22773, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2684, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12808.57, + "sql_execution_elapsed_ms_total": 14.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d63e3cb36f088f66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52494b0bb364b5fa67995c05ae0e685b58216d37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d63e3cb36f088f66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:53.326268+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12808.57, "started_at": "2026-05-04T07:20:40.494511+00:00", "ended_at": "2026-05-04T07:20:53.305413+00:00", "prompt_metrics": {"chars": 9535, "bytes_utf8": 9535, "lines": 306, "estimated_tokens": 2684}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22773, "cached_input_tokens": 21888, "output_tokens": 208}, "stderr_preview": "2026-05-04T07:20:40.757156Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:43.190505Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=balance.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af8cbc6f787889d8688f1127ad5366111d7cfa71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-3f43-72a0-819f-0d6134fd85d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"marital\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for a correct SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22644,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2caaa1f9f9327aec2fd780beafad05f5202b856b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"marital\" and measure_col=\"balance\". Cast \"balance\" from TEXT to REAL for a correct SQLite average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..994826e6d9d67e70b6fdd641961680806835100d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:25.515566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:27.997124Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:36.449247Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60d8970356fddb0bd43cb14c6986cd48f45b2070 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=balance. +Result preview: [{"marital": "divorced", "avg_measure": 1178.8722873055501, "support": 5207}, {"marital": "married", "avg_measure": 1425.9255897699713, "support": 27214}, {"marital": "single", "avg_measure": 1301.4976544175138, "support": 12790}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..026aeacc7b4621bad5a888cb7421619eb8023c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d6bd2654c2c1c709 +-- problem_id: v2p_m8_ab889e7138977913 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaa5529c05822a430dc1383f10917f98f70784db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/query_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_support_guarded_group_avg\nSELECT \"marital\", AVG(CAST(\"balance\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\"\nHAVING COUNT(*) > 5\nORDER BY \"marital\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"marital\\\", AVG(CAST(\\\"balance\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"marital\\\";\", \"columns\": [\"marital\", \"avg_measure\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"avg_measure\": 1178.8722873055501, \"support\": 5207}, {\"marital\": \"married\", \"avg_measure\": 1425.9255897699713, \"support\": 27214}, {\"marital\": \"single\", \"avg_measure\": 1301.4976544175138, \"support\": 12790}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f38f9ed895f97f19f3485024da36be3816306a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:18:21.509527+00:00", + "ended_at": "2026-05-04T07:18:37.432063+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d6bd2654c2c1c709", + "problem_id": "v2p_m8_ab889e7138977913", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=marital, measure_col=balance.", + "bindings": { + "group_col": "marital", + "measure_col": "balance", + "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": 927.6, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_d6bd2654c2c1c709.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d6bd2654c2c1c709", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15849.87, + "sql_execution_elapsed_ms_total": 39.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d6bd2654c2c1c709\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a67b8605f813ba765008854fa7febcb9a6224abf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:37.386031+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15849.87, "started_at": "2026-05-04T07:18:21.517273+00:00", "ended_at": "2026-05-04T07:18:37.367246+00:00", "prompt_metrics": {"chars": 9103, "bytes_utf8": 9103, "lines": 300, "estimated_tokens": 2555}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22644, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:18:25.515566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:27.997124Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"marital\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"marital\\\" and measure_col=\\\"balance\\\". Cast \\\"balance\\\" from TEXT to REAL for a correct SQLite average.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..933fe62f0d9293ed4e1b2d07f272b117c863bb6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d6bd2654c2c1c709/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d6bd2654c2c1c709", + "api_calls": 0, + "input_tokens": 22644, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2555, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15849.87, + "sql_execution_elapsed_ms_total": 39.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d6bd2654c2c1c709\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73a68efd27d2b3eca19f42733053aa9681281465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 302, "estimated_tokens": 2562}} +{"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": 108}, "usage": {"input_tokens": 22651, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c901fa9106e0658fe8173d8e97ff674d5e54a01b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d73628340b2f8496", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12322.89, + "sql_execution_elapsed_ms_total": 28.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d73628340b2f8496\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a04d0eabc34a807a00f6ffb9e80d87ed5ca611b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/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": "2026-05-04T07:13:27.112316+00:00", + "ended_at": "2026-05-04T07:13:39.435552+00:00", + "elapsed_ms": 12322.89, + "prompt_metrics": { + "chars": 9142, + "bytes_utf8": 9142, + "lines": 302, + "estimated_tokens": 2562 + }, + "stdout_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22651, + "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_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0aa4aac16c29763bed809e695b732e8b6c3ae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=marital.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "marital", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbf0083c159fdcc5b8bf9f09ebe26f830bcf72ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-b2e9-7f30-b0d3-cea0e612b0ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col bound to \\\"marital\\\" and predicate_col bound to \\\"pdays\\\". CAST was added because the schema stores values as TEXT, while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22651,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b6713c14b3797de159bd9529dbb598bdaff660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required template with group_col bound to \"marital\" and predicate_col bound to \"pdays\". CAST was added because the schema stores values 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_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e7c6493513d11f05a95550dc2375433be21c0a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:27.357272Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:29.832337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:38.550778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..77147480b2a01fd1b48a2758adee5570348dec86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/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=marital. +Result preview: [{"marital": "married", "support": 27214}, {"marital": "single", "support": 12790}, {"marital": "divorced", "support": 5207}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..993696d00f52a4f6054bedcc1de2ebc21643ec17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d73628340b2f8496 +-- problem_id: v2p_m8_f4c3d1a8d22383f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "marital" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7f2c964f20d46e1f50ab596ba7d45d058eecbb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/query_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 \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"marital\", \"support\"], \"rows\": [{\"marital\": \"married\", \"support\": 27214}, {\"marital\": \"single\", \"support\": 12790}, {\"marital\": \"divorced\", \"support\": 5207}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c750f6997d7a00766392910ed8066a2eae589f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:13:27.103286+00:00", + "ended_at": "2026-05-04T07:13:39.489035+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d73628340b2f8496", + "problem_id": "v2p_m8_f4c3d1a8d22383f5", + "dataset_id": "m8", + "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=marital.", + "bindings": { + "group_col": "marital", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_d73628340b2f8496.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d73628340b2f8496", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12322.89, + "sql_execution_elapsed_ms_total": 28.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d73628340b2f8496\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77e7758d82dc29a436f84763f0cb9300f1453a48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:39.451878+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12322.89, "started_at": "2026-05-04T07:13:27.112316+00:00", "ended_at": "2026-05-04T07:13:39.435552+00:00", "prompt_metrics": {"chars": 9142, "bytes_utf8": 9142, "lines": 302, "estimated_tokens": 2562}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22651, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:13:27.357272Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:29.832337Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = -1.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col bound to \\\"marital\\\" and predicate_col bound to \\\"pdays\\\". CAST was added because the schema stores values as TEXT, while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b09802af351c673bf2e3b2d420028bf854e07ded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d73628340b2f8496/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d73628340b2f8496", + "api_calls": 0, + "input_tokens": 22651, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2562, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12322.89, + "sql_execution_elapsed_ms_total": 28.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d73628340b2f8496\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f964cb883e236712913955f3ed2b9ea237b96096 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9529, "bytes_utf8": 9529, "lines": 306, "estimated_tokens": 2678}} +{"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": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 229}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..732a1b0c7caf2613c23ba97fd130d488f8102c4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d77faf6f4133d172", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 229, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2678, + "estimated_output_tokens": 160, + "estimated_total_tokens": 2838, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13535.27, + "sql_execution_elapsed_ms_total": 15.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d77faf6f4133d172\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c7c8f03f8e19d341389ef60d4530b25189e5eaad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/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": "2026-05-04T07:21:33.528466+00:00", + "ended_at": "2026-05-04T07:21:47.063490+00:00", + "elapsed_ms": 13535.27, + "prompt_metrics": { + "chars": 9529, + "bytes_utf8": 9529, + "lines": 306, + "estimated_tokens": 2678 + }, + "stdout_metrics": { + "chars": 994, + "bytes_utf8": 994, + "lines": 4, + "estimated_tokens": 293 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 618, + "bytes_utf8": 618, + "lines": 1, + "estimated_tokens": 160 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 229 + } + }, + "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_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44da12b552f4bb1d9ecb1fc013835b89f0b7e590 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, group_col_2=y, measure_col=pdays.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "previous", + "group_col_2": "y", + "measure_col": "pdays", + "predicate_col": "job", + "predicate_op": "=", + "predicate_value": "entrepreneur", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e92341f597c06b5f012dd0961a1a95c92354087 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-1ef2-7440-8f85-78827cf2c960"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"previous\\\", \\\"y\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS \\\"sum_measure\\\",\\n AVG(CAST(\\\"pdays\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"job\\\" = 'entrepreneur'\\nGROUP BY \\\"previous\\\", \\\"y\\\"\\nORDER BY \\\"previous\\\", \\\"y\\\";\",\"notes\":\"Used the planned two-dimensional summary template with fixed bindings: group by \\\"previous\\\" and \\\"y\\\", measure \\\"pdays\\\", filtered to rows where \\\"job\\\" = 'entrepreneur'. Cast \\\"pdays\\\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":229}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88218a8091cecfa2463597da69d5bccd9010331c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"previous\", \"y\",\n SUM(CAST(\"pdays\" AS REAL)) AS \"sum_measure\",\n AVG(CAST(\"pdays\" AS REAL)) AS \"avg_measure\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE \"job\" = 'entrepreneur'\nGROUP BY \"previous\", \"y\"\nORDER BY \"previous\", \"y\";","notes":"Used the planned two-dimensional summary template with fixed bindings: group by \"previous\" and \"y\", measure \"pdays\", filtered to rows where \"job\" = 'entrepreneur'. Cast \"pdays\" 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_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c31647fcc6bce62a9a8bfde289701f51433ad4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:33.779638Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:36.135459Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:46.375640Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..815a0d3f3e1473d915ff9380ff63043d8abaa41e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, group_col_2=y, measure_col=pdays. +Result preview: [{"previous": "0", "y": "no", "sum_measure": -1166.0, "avg_measure": -1.0, "support": 1166}, {"previous": "0", "y": "yes", "sum_measure": -96.0, "avg_measure": -1.0, "support": 96}, {"previous": "1", "y": "no", "sum_measure": 13361.0, "avg_measure": 222.68333333333334, "support": 60}, {"previous": "1", "y": "yes", "sum_measure": 2786.0, "avg_measure": 232.16666666666666, "support": 12}, {"previous": "10", "y": "no", "sum_measure": 528.0, "avg_measure": 176.0, "support": 3}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2179ff3405595471de51435556c8f28b68d4f093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_d77faf6f4133d172 +-- problem_id: v2p_m8_445b967466b9c0ef +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "y", + SUM(CAST("pdays" AS REAL)) AS "sum_measure", + AVG(CAST("pdays" AS REAL)) AS "avg_measure", + COUNT(*) AS "support" +FROM "m8" +WHERE "job" = 'entrepreneur' +GROUP BY "previous", "y" +ORDER BY "previous", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4294c5de4d492b4429388e429787e77a1f1c0697 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/query_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_two_dimensional_summary\nSELECT \"previous\", \"y\",\n SUM(CAST(\"pdays\" AS REAL)) AS \"sum_measure\",\n AVG(CAST(\"pdays\" AS REAL)) AS \"avg_measure\",\n COUNT(*) AS \"support\"\nFROM \"m8\"\nWHERE \"job\" = 'entrepreneur'\nGROUP BY \"previous\", \"y\"\nORDER BY \"previous\", \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"previous\\\", \\\"y\\\",\\n SUM(CAST(\\\"pdays\\\" AS REAL)) AS \\\"sum_measure\\\",\\n AVG(CAST(\\\"pdays\\\" AS REAL)) AS \\\"avg_measure\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m8\\\"\\nWHERE \\\"job\\\" = 'entrepreneur'\\nGROUP BY \\\"previous\\\", \\\"y\\\"\\nORDER BY \\\"previous\\\", \\\"y\\\";\", \"columns\": [\"previous\", \"y\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"previous\": \"0\", \"y\": \"no\", \"sum_measure\": -1166.0, \"avg_measure\": -1.0, \"support\": 1166}, {\"previous\": \"0\", \"y\": \"yes\", \"sum_measure\": -96.0, \"avg_measure\": -1.0, \"support\": 96}, {\"previous\": \"1\", \"y\": \"no\", \"sum_measure\": 13361.0, \"avg_measure\": 222.68333333333334, \"support\": 60}, {\"previous\": \"1\", \"y\": \"yes\", \"sum_measure\": 2786.0, \"avg_measure\": 232.16666666666666, \"support\": 12}, {\"previous\": \"10\", \"y\": \"no\", \"sum_measure\": 528.0, \"avg_measure\": 176.0, \"support\": 3}, {\"previous\": \"11\", \"y\": \"no\", \"sum_measure\": 188.0, \"avg_measure\": 188.0, \"support\": 1}, {\"previous\": \"12\", \"y\": \"no\", \"sum_measure\": 169.0, \"avg_measure\": 169.0, \"support\": 1}, {\"previous\": \"2\", \"y\": \"no\", \"sum_measure\": 11753.0, \"avg_measure\": 226.01923076923077, \"support\": 52}, {\"previous\": \"2\", \"y\": \"yes\", \"sum_measure\": 1024.0, \"avg_measure\": 170.66666666666666, \"support\": 6}, {\"previous\": \"29\", \"y\": \"yes\", \"sum_measure\": 189.0, \"avg_measure\": 189.0, \"support\": 1}, {\"previous\": \"3\", \"y\": \"no\", \"sum_measure\": 7351.0, \"avg_measure\": 229.71875, \"support\": 32}, {\"previous\": \"3\", \"y\": \"yes\", \"sum_measure\": 391.0, \"avg_measure\": 391.0, \"support\": 1}, {\"previous\": \"37\", \"y\": \"no\", \"sum_measure\": 112.0, \"avg_measure\": 112.0, \"support\": 1}, {\"previous\": \"4\", \"y\": \"no\", \"sum_measure\": 3136.0, \"avg_measure\": 209.06666666666666, \"support\": 15}, {\"previous\": \"4\", \"y\": \"yes\", \"sum_measure\": 735.0, \"avg_measure\": 183.75, \"support\": 4}, {\"previous\": \"5\", \"y\": \"no\", \"sum_measure\": 1929.0, \"avg_measure\": 214.33333333333334, \"support\": 9}, {\"previous\": \"5\", \"y\": \"yes\", \"sum_measure\": 400.0, \"avg_measure\": 200.0, \"support\": 2}, {\"previous\": \"6\", \"y\": \"no\", \"sum_measure\": 2783.0, \"avg_measure\": 253.0, \"support\": 11}, {\"previous\": \"7\", \"y\": \"no\", \"sum_measure\": 1424.0, \"avg_measure\": 203.42857142857142, \"support\": 7}, {\"previous\": \"8\", \"y\": \"no\", \"sum_measure\": 673.0, \"avg_measure\": 224.33333333333334, \"support\": 3}, {\"previous\": \"8\", \"y\": \"yes\", \"sum_measure\": 97.0, \"avg_measure\": 97.0, \"support\": 1}, {\"previous\": \"9\", \"y\": \"no\", \"sum_measure\": 540.0, \"avg_measure\": 180.0, \"support\": 3}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..690c7141fc28edd5a14658ea5d532c70d82a73ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:21:33.520693+00:00", + "ended_at": "2026-05-04T07:21:47.110242+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d77faf6f4133d172", + "problem_id": "v2p_m8_445b967466b9c0ef", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=previous, group_col_2=y, measure_col=pdays.", + "bindings": { + "group_col": "previous", + "group_col_2": "y", + "measure_col": "pdays", + "predicate_col": "job", + "predicate_op": "=", + "predicate_value": "entrepreneur", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "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_c\\m8\\sql\\v2q_m8_d77faf6f4133d172.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_d77faf6f4133d172", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 229, + "total_tokens": 22996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2678, + "estimated_output_tokens": 160, + "estimated_total_tokens": 2838, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13535.27, + "sql_execution_elapsed_ms_total": 15.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_d77faf6f4133d172\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a42c6b59d2b77b747618784b8f9bf866861fa19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d77faf6f4133d172/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:47.084483+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13535.27, "started_at": "2026-05-04T07:21:33.528466+00:00", "ended_at": "2026-05-04T07:21:47.063490+00:00", "prompt_metrics": {"chars": 9529, "bytes_utf8": 9529, "lines": 306, "estimated_tokens": 2678}, "response_metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 229}, "stderr_preview": "2026-05-04T07:21:33.779638Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:36.135459Z 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_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8eb018469d811d837f2869083775998439de1d54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/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_c\n-- sql_source_dataset_id: m8\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_m8_d86cd7ce776b11b6\n-- problem_id: v2p_m8_4b6b7afa3c9a152d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(\"balance\") AS avg_response\nFROM \"m8\"\nGROUP BY \"day\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_d86cd7ce776b11b6\\n-- problem_id: v2p_m8_4b6b7afa3c9a152d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(\\\"balance\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"day\", \"support\", \"avg_response\"], \"rows\": [{\"day\": \"20\", \"support\": 2752, \"avg_response\": 1938.0886627906978}, {\"day\": \"18\", \"support\": 2308, \"avg_response\": 1512.8938474870017}, {\"day\": \"21\", \"support\": 2026, \"avg_response\": 1984.4861796643634}, {\"day\": \"17\", \"support\": 1939, \"avg_response\": 1355.6034038164003}, {\"day\": \"6\", \"support\": 1932, \"avg_response\": 1318.024844720497}, {\"day\": \"5\", \"support\": 1910, \"avg_response\": 1181.3005235602095}, {\"day\": \"14\", \"support\": 1848, \"avg_response\": 1417.0503246753246}, {\"day\": \"8\", \"support\": 1842, \"avg_response\": 1057.9337676438654}, {\"day\": \"28\", \"support\": 1830, \"avg_response\": 1017.7431693989071}, {\"day\": \"7\", \"support\": 1817, \"avg_response\": 1055.5244909190974}, {\"day\": \"19\", \"support\": 1757, \"avg_response\": 1785.5663062037563}, {\"day\": \"29\", \"support\": 1745, \"avg_response\": 1137.8722063037249}, {\"day\": \"15\", \"support\": 1703, \"avg_response\": 1344.2847915443335}, {\"day\": \"12\", \"support\": 1603, \"avg_response\": 1324.7754210854648}, {\"day\": \"13\", \"support\": 1585, \"avg_response\": 1280.198738170347}, {\"day\": \"30\", \"support\": 1566, \"avg_response\": 1422.3397190293742}, {\"day\": \"9\", \"support\": 1561, \"avg_response\": 1128.821268417681}, {\"day\": \"11\", \"support\": 1479, \"avg_response\": 1344.789722785666}, {\"day\": \"4\", \"support\": 1445, \"avg_response\": 1312.1114186851212}, {\"day\": \"16\", \"support\": 1415, \"avg_response\": 1208.2826855123674}, {\"day\": \"2\", \"support\": 1293, \"avg_response\": 1345.5931941221963}, {\"day\": \"27\", \"support\": 1121, \"avg_response\": 957.8947368421053}, {\"day\": \"3\", \"support\": 1079, \"avg_response\": 1600.0352177942539}, {\"day\": \"26\", \"support\": 1035, \"avg_response\": 1135.0685990338163}, {\"day\": \"23\", \"support\": 939, \"avg_response\": 1315.0042598509053}, {\"day\": \"22\", \"support\": 905, \"avg_response\": 1078.0486187845304}, {\"day\": \"25\", \"support\": 840, \"avg_response\": 1322.8}, {\"day\": \"31\", \"support\": 643, \"avg_response\": 1354.5101088646968}, {\"day\": \"10\", \"support\": 524, \"avg_response\": 1396.8625954198474}, {\"day\": \"24\", \"support\": 447, \"avg_response\": 1110.7673378076063}, {\"day\": \"1\", \"support\": 322, \"avg_response\": 2111.295031055901}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fba1dbe4b3913e3d38d12d12107e647cffa10a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.457587+00:00", + "ended_at": "2026-05-04T07:37:07.503997+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_d86cd7ce776b11b6", + "problem_id": "v2p_m8_4b6b7afa3c9a152d", + "dataset_id": "m8", + "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=balance, key_col=day.", + "bindings": { + "key_col": "day", + "measure_col": "balance", + "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_c\\m8\\sql\\v2q_m8_d86cd7ce776b11b6.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_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_d86cd7ce776b11b6/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_c/m8/artifacts/v2q_m8_dae1e55630e0102c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9839953917cdd949c6e3efaa20b571589b88436d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "yes", "support": 25130, "support_share": 0.5558381809736569, "support_rank": 1}, {"value_label": "no", "support": 20081, "support_share": 0.44416181902634316, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..99970e4d3fd02d56c03776ed090fb86fa9564449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_dae1e55630e0102c +-- problem_id: v2p_m8_7eb18b629b7707c4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "housing" +) +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_c/m8/artifacts/v2q_m8_dae1e55630e0102c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40b5b3cc43a48e7c9495b3f2e3e295d593442e2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/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_c\n-- sql_source_dataset_id: m8\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_m8_dae1e55630e0102c\n-- problem_id: v2p_m8_7eb18b629b7707c4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"housing\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"housing\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_dae1e55630e0102c\\n-- problem_id: v2p_m8_7eb18b629b7707c4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"housing\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"housing\\\"\\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\": \"yes\", \"support\": 25130, \"support_share\": 0.5558381809736569, \"support_rank\": 1}, {\"value_label\": \"no\", \"support\": 20081, \"support_share\": 0.44416181902634316, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..567b55ca20822de72dfbe3874102998099b80d5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.800565+00:00", + "ended_at": "2026-05-04T07:37:06.827109+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_dae1e55630e0102c", + "problem_id": "v2p_m8_7eb18b629b7707c4", + "dataset_id": "m8", + "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=housing.", + "bindings": { + "group_col": "housing" + }, + "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=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_c\\m8\\sql\\v2q_m8_dae1e55630e0102c.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_c/m8/artifacts/v2q_m8_dae1e55630e0102c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_dae1e55630e0102c/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_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d64c5da0d4c03c69d5cf283e2e3c250ee68dc21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9482, "bytes_utf8": 9482, "lines": 305, "estimated_tokens": 2623}} +{"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": 1032, "bytes_utf8": 1032, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 544}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..765894b0e4ac018cd29c0b1bc87d8c2be4560830 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_df27021e4c61971f", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 544, + "total_tokens": 23258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 298, + "estimated_total_tokens": 2921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18329.38, + "sql_execution_elapsed_ms_total": 95.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_df27021e4c61971f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..613725e6105e70cd01dafaf25c4a78a4e0c4aebb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/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": "2026-05-04T07:09:30.340575+00:00", + "ended_at": "2026-05-04T07:09:48.670271+00:00", + "elapsed_ms": 18329.38, + "prompt_metrics": { + "chars": 9482, + "bytes_utf8": 9482, + "lines": 305, + "estimated_tokens": 2623 + }, + "stdout_metrics": { + "chars": 1472, + "bytes_utf8": 1472, + "lines": 4, + "estimated_tokens": 476 + }, + "stderr_metrics": { + "chars": 11404, + "bytes_utf8": 11404, + "lines": 29, + "estimated_tokens": 6451 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1032, + "bytes_utf8": 1032, + "lines": 1, + "estimated_tokens": 298 + }, + "usage": { + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 544 + } + }, + "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_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ae20428fc395d8db7604f10af9515230aa6c2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=previous, measure_col=balance, condition_col=education.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "previous", + "measure_col": "balance", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b5e66b5bf4c14a50cc005bce51c14039b4c0be7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-1602-7292-a5db-1ca2ab63f8a5"} +{"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 \\\"previous\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"previous\\\",\\n MIN(\\\"balance_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= (\\n CAST(0.9 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"previous\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"previous\\\" group after filtering to rows where \\\"education\\\" = 'secondary'. Numeric text in \\\"balance\\\" is cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22714,"cached_input_tokens":21888,"output_tokens":544}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b937caa32287daa5f4046853edb129c8ceabc050 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"previous\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n),\n\"ranked\" AS (\n SELECT\n \"previous\",\n \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY \"balance_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"previous\",\n MIN(\"balance_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= (\n CAST(0.9 * \"cnt\" AS INT) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END\n)\nGROUP BY \"previous\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \"previous\" group after filtering to rows where \"education\" = 'secondary'. Numeric text in \"balance\" is cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bf4484f2ffd8881fa2f0aa4a1f153b37f6c838c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T07:09:30.610209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:32.964629Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c30c6a85556f3118906d26a08179321f674e352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/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=previous, measure_col=balance, condition_col=education. +Result preview: [{"previous": "16", "conditional_percentile": 8262.0}, {"previous": "12", "conditional_percentile": 5270.0}, {"previous": "17", "conditional_percentile": 4922.0}, {"previous": "40", "conditional_percentile": 4645.0}, {"previous": "7", "conditional_percentile": 3738.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40737e71946eeaa56e5ea9343515e2e2271bf175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_df27021e4c61971f +-- problem_id: v2p_m8_dcc70b81028d54cf +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "previous", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "education" = 'secondary' +), +"ranked" AS ( + SELECT + "previous", + "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY "balance_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "filtered" +) +SELECT + "previous", + MIN("balance_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= ( + CAST(0.9 * "cnt" AS INT) + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INT) THEN 1 + ELSE 0 + END +) +GROUP BY "previous" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3a3a6bdbd59281755618a0e4444d563c6ef4437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/query_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 \"previous\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"education\" = 'secondary'\n),\n\"ranked\" AS (\n SELECT\n \"previous\",\n \"balance_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"previous\"\n ORDER BY \"balance_num\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"previous\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"previous\",\n MIN(\"balance_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= (\n CAST(0.9 * \"cnt\" AS INT) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END\n)\nGROUP BY \"previous\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"education\\\" = 'secondary'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"previous\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"previous\\\"\\n ORDER BY \\\"balance_num\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"previous\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"previous\\\",\\n MIN(\\\"balance_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= (\\n CAST(0.9 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"previous\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"previous\", \"conditional_percentile\"], \"rows\": [{\"previous\": \"16\", \"conditional_percentile\": 8262.0}, {\"previous\": \"12\", \"conditional_percentile\": 5270.0}, {\"previous\": \"17\", \"conditional_percentile\": 4922.0}, {\"previous\": \"40\", \"conditional_percentile\": 4645.0}, {\"previous\": \"7\", \"conditional_percentile\": 3738.0}, {\"previous\": \"9\", \"conditional_percentile\": 3735.0}, {\"previous\": \"11\", \"conditional_percentile\": 3735.0}, {\"previous\": \"6\", \"conditional_percentile\": 3531.0}, {\"previous\": \"2\", \"conditional_percentile\": 3528.0}, {\"previous\": \"4\", \"conditional_percentile\": 3444.0}, {\"previous\": \"1\", \"conditional_percentile\": 3395.0}, {\"previous\": \"3\", \"conditional_percentile\": 3311.0}, {\"previous\": \"13\", \"conditional_percentile\": 3160.0}, {\"previous\": \"0\", \"conditional_percentile\": 3028.0}, {\"previous\": \"25\", \"conditional_percentile\": 2926.0}, {\"previous\": \"5\", \"conditional_percentile\": 2897.0}, {\"previous\": \"15\", \"conditional_percentile\": 2554.0}, {\"previous\": \"10\", \"conditional_percentile\": 2488.0}, {\"previous\": \"8\", \"conditional_percentile\": 2021.0}, {\"previous\": \"27\", \"conditional_percentile\": 1554.0}, {\"previous\": \"19\", \"conditional_percentile\": 1435.0}, {\"previous\": \"21\", \"conditional_percentile\": 1158.0}, {\"previous\": \"20\", \"conditional_percentile\": 857.0}, {\"previous\": \"18\", \"conditional_percentile\": 844.0}, {\"previous\": \"41\", \"conditional_percentile\": 821.0}, {\"previous\": \"37\", \"conditional_percentile\": 653.0}, {\"previous\": \"23\", \"conditional_percentile\": 636.0}, {\"previous\": \"14\", \"conditional_percentile\": 613.0}, {\"previous\": \"30\", \"conditional_percentile\": 608.0}, {\"previous\": \"22\", \"conditional_percentile\": 459.0}, {\"previous\": \"55\", \"conditional_percentile\": 432.0}, {\"previous\": \"32\", \"conditional_percentile\": 429.0}, {\"previous\": \"24\", \"conditional_percentile\": 214.0}], \"row_count_returned\": 33, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 95.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..539c47d66d90e97c7d65eaaa194d5de84d861468 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:09:30.333780+00:00", + "ended_at": "2026-05-04T07:09:48.796700+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_df27021e4c61971f", + "problem_id": "v2p_m8_dcc70b81028d54cf", + "dataset_id": "m8", + "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=previous, measure_col=balance, condition_col=education.", + "bindings": { + "group_col": "previous", + "measure_col": "balance", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "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_c\\m8\\sql\\v2q_m8_df27021e4c61971f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_df27021e4c61971f", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 544, + "total_tokens": 23258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 298, + "estimated_total_tokens": 2921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18329.38, + "sql_execution_elapsed_ms_total": 95.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_df27021e4c61971f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bd5e9069f9e92a60db5488a484dee685226615d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:48.684169+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18329.38, "started_at": "2026-05-04T07:09:30.340575+00:00", "ended_at": "2026-05-04T07:09:48.670271+00:00", "prompt_metrics": {"chars": 9482, "bytes_utf8": 9482, "lines": 305, "estimated_tokens": 2623}, "response_metrics": {"chars": 1032, "bytes_utf8": 1032, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22714, "cached_input_tokens": 21888, "output_tokens": 544}, "stderr_preview": "2026-05-04T07:09:30.610209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:32.964629Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = (\\n CAST(0.9 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END\\n)\\nGROUP BY \\\"previous\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"previous\\\" group after filtering to rows where \\\"education\\\" = 'secondary'. Numeric text i"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0a53d9fe45276215c5038416874a6793c7e200fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df27021e4c61971f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_df27021e4c61971f", + "api_calls": 0, + "input_tokens": 22714, + "cached_input_tokens": 21888, + "output_tokens": 544, + "total_tokens": 23258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2623, + "estimated_output_tokens": 298, + "estimated_total_tokens": 2921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18329.38, + "sql_execution_elapsed_ms_total": 95.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_df27021e4c61971f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81b75adb6b07a03d4216547909a3286cedbde732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9095, "bytes_utf8": 9095, "lines": 300, "estimated_tokens": 2552}} +{"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": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a8e8a8eef519fc605280c2c396196bd8957c3b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_df56ec3e1fe9a635", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11416.68, + "sql_execution_elapsed_ms_total": 33.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_df56ec3e1fe9a635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed0a167311258c1614a41de0c89e52348df83c0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/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": "2026-05-04T07:17:20.381628+00:00", + "ended_at": "2026-05-04T07:17:31.788393+00:00", + "elapsed_ms": 11416.68, + "prompt_metrics": { + "chars": 9095, + "bytes_utf8": 9095, + "lines": 300, + "estimated_tokens": 2552 + }, + "stdout_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 120 + } + }, + "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_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ea0d86aa0dbea324c4e77853399f2c5d9df3ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age, measure_col=previous.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "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}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57b6f9ea55a6872e5708331af52a1e364afecac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-425e-77d1-97a8-cacfec304d3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Uses the provided Support-Guarded Group Average template with group_col=\\\"age\\\" and measure_col=\\\"previous\\\". CAST is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22641,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59afe5d04b21705c2ea67b3bed939ee79cf66c93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";","notes":"Uses the provided Support-Guarded Group Average template with group_col=\"age\" and measure_col=\"previous\". CAST 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_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e905615d9bf94f9a29e66cc881840368b98e78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:20.721137Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:23.150004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:30.975004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b47c2afc30650c0b301254773f04430d5d72caaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age, measure_col=previous. +Result preview: [{"age": "18", "avg_measure": 0.5, "support": 12}, {"age": "19", "avg_measure": 0.6285714285714286, "support": 35}, {"age": "20", "avg_measure": 1.04, "support": 50}, {"age": "21", "avg_measure": 0.5949367088607594, "support": 79}, {"age": "22", "avg_measure": 0.5813953488372093, "support": 129}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34748d34aed11e073cfa4d5a054d41bbaa0c01d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_df56ec3e1fe9a635 +-- problem_id: v2p_m8_94dbb65c06896d31 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbb577e21bc11670fce6426801e18146a70d7e9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/query_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_support_guarded_group_avg\nSELECT \"age\", AVG(CAST(\"previous\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) > 5\nORDER BY \"age\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"age\\\", AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"age\\\";\", \"columns\": [\"age\", \"avg_measure\", \"support\"], \"rows\": [{\"age\": \"18\", \"avg_measure\": 0.5, \"support\": 12}, {\"age\": \"19\", \"avg_measure\": 0.6285714285714286, \"support\": 35}, {\"age\": \"20\", \"avg_measure\": 1.04, \"support\": 50}, {\"age\": \"21\", \"avg_measure\": 0.5949367088607594, \"support\": 79}, {\"age\": \"22\", \"avg_measure\": 0.5813953488372093, \"support\": 129}, {\"age\": \"23\", \"avg_measure\": 0.6782178217821783, \"support\": 202}, {\"age\": \"24\", \"avg_measure\": 0.4304635761589404, \"support\": 302}, {\"age\": \"25\", \"avg_measure\": 0.4269449715370019, \"support\": 527}, {\"age\": \"26\", \"avg_measure\": 0.4894409937888199, \"support\": 805}, {\"age\": \"27\", \"avg_measure\": 0.6963696369636964, \"support\": 909}, {\"age\": \"28\", \"avg_measure\": 0.6502890173410405, \"support\": 1038}, {\"age\": \"29\", \"avg_measure\": 0.580590717299578, \"support\": 1185}, {\"age\": \"30\", \"avg_measure\": 0.49800796812749004, \"support\": 1757}, {\"age\": \"31\", \"avg_measure\": 0.5836673346693386, \"support\": 1996}, {\"age\": \"32\", \"avg_measure\": 0.565947242206235, \"support\": 2085}, {\"age\": \"33\", \"avg_measure\": 0.6703853955375254, \"support\": 1972}, {\"age\": \"34\", \"avg_measure\": 0.6854922279792746, \"support\": 1930}, {\"age\": \"35\", \"avg_measure\": 0.7006335797254488, \"support\": 1894}, {\"age\": \"36\", \"avg_measure\": 0.5287929125138427, \"support\": 1806}, {\"age\": \"37\", \"avg_measure\": 0.7140330188679245, \"support\": 1696}, {\"age\": \"38\", \"avg_measure\": 0.6207366984993179, \"support\": 1466}, {\"age\": \"39\", \"avg_measure\": 0.5830531271015468, \"support\": 1487}, {\"age\": \"40\", \"avg_measure\": 0.7830258302583026, \"support\": 1355}, {\"age\": \"41\", \"avg_measure\": 0.4972889233152595, \"support\": 1291}, {\"age\": \"42\", \"avg_measure\": 0.5410628019323671, \"support\": 1242}, {\"age\": \"43\", \"avg_measure\": 0.5624461670973299, \"support\": 1161}, {\"age\": \"44\", \"avg_measure\": 0.5325704225352113, \"support\": 1136}, {\"age\": \"45\", \"avg_measure\": 0.48601973684210525, \"support\": 1216}, {\"age\": \"46\", \"avg_measure\": 0.5114893617021277, \"support\": 1175}, {\"age\": \"47\", \"avg_measure\": 0.5257352941176471, \"support\": 1088}, {\"age\": \"48\", \"avg_measure\": 0.4934804413239719, \"support\": 997}, {\"age\": \"49\", \"avg_measure\": 0.37525150905432597, \"support\": 994}, {\"age\": \"50\", \"avg_measure\": 0.5623003194888179, \"support\": 939}, {\"age\": \"51\", \"avg_measure\": 0.42094017094017094, \"support\": 936}, {\"age\": \"52\", \"avg_measure\": 0.43249176728869376, \"support\": 911}, {\"age\": \"53\", \"avg_measure\": 0.4612794612794613, \"support\": 891}, {\"age\": \"54\", \"avg_measure\": 0.5499383477188656, \"support\": 811}, {\"age\": \"55\", \"avg_measure\": 0.5508684863523573, \"support\": 806}, {\"age\": \"56\", \"avg_measure\": 0.46786632390745503, \"support\": 778}, {\"age\": \"57\", \"avg_measure\": 0.42632850241545894, \"support\": 828}, {\"age\": \"58\", \"avg_measure\": 0.4608108108108108, \"support\": 740}, {\"age\": \"59\", \"avg_measure\": 0.42727272727272725, \"support\": 770}, {\"age\": \"60\", \"avg_measure\": 0.6258389261744967, \"support\": 596}, {\"age\": \"61\", \"avg_measure\": 1.0476190476190477, \"support\": 147}, {\"age\": \"62\", \"avg_measure\": 1.275, \"support\": 80}, {\"age\": \"63\", \"avg_measure\": 1.077922077922078, \"support\": 77}, {\"age\": \"64\", \"avg_measure\": 1.0945945945945945, \"support\": 74}, {\"age\": \"65\", \"avg_measure\": 0.8305084745762712, \"support\": 59}, {\"age\": \"66\", \"avg_measure\": 1.2222222222222223, \"support\": 63}, {\"age\": \"67\", \"avg_measure\": 1.3518518518518519, \"support\": 54}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 33.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6408a04999a16704c8b3160655de397d3e0164cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:17:20.371765+00:00", + "ended_at": "2026-05-04T07:17:31.861023+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_df56ec3e1fe9a635", + "problem_id": "v2p_m8_94dbb65c06896d31", + "dataset_id": "m8", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age, measure_col=previous.", + "bindings": { + "group_col": "age", + "measure_col": "previous", + "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", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\m8\\sql\\v2q_m8_df56ec3e1fe9a635.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_df56ec3e1fe9a635", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11416.68, + "sql_execution_elapsed_ms_total": 33.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_df56ec3e1fe9a635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5a8fee85a5bdb1fbe0f109b41035adb466dd5ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:31.816132+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11416.68, "started_at": "2026-05-04T07:17:20.381628+00:00", "ended_at": "2026-05-04T07:17:31.788393+00:00", "prompt_metrics": {"chars": 9095, "bytes_utf8": 9095, "lines": 300, "estimated_tokens": 2552}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22641, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:17:20.721137Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:23.150004Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"age\\\";\",\"notes\":\"Uses the provided Support-Guarded Group Average template with group_col=\\\"age\\\" and measure_col=\\\"previous\\\". CAST is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..510381ce7674dfb83977af913c00c4503d7f3fbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_df56ec3e1fe9a635/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_df56ec3e1fe9a635", + "api_calls": 0, + "input_tokens": 22641, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2552, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11416.68, + "sql_execution_elapsed_ms_total": 33.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_df56ec3e1fe9a635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4254683ee3cb226a12a0e929c6e884d3139b741d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"campaign": "1", "support": 17544, "avg_response": 14.745896032831737}, {"campaign": "2", "support": 12505, "avg_response": 15.52858856457417}, {"campaign": "3", "support": 5521, "avg_response": 16.106140191994204}, {"campaign": "4", "support": 3522, "avg_response": 16.956842703009652}, {"campaign": "5", "support": 1764, "avg_response": 16.80328798185941}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40fc646a7d2a7c481271711d958b5ad96c6f7290 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e06bd13aa78bee64 +-- problem_id: v2p_m8_2e1b838e22f377ba +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f876ae9f534060aeb0cdb927e131a047c7d87567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/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_c\n-- sql_source_dataset_id: m8\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_m8_e06bd13aa78bee64\n-- problem_id: v2p_m8_2e1b838e22f377ba\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"campaign\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"m8\"\nGROUP BY \"campaign\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_e06bd13aa78bee64\\n-- problem_id: v2p_m8_2e1b838e22f377ba\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"campaign\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"campaign\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"campaign\", \"support\", \"avg_response\"], \"rows\": [{\"campaign\": \"1\", \"support\": 17544, \"avg_response\": 14.745896032831737}, {\"campaign\": \"2\", \"support\": 12505, \"avg_response\": 15.52858856457417}, {\"campaign\": \"3\", \"support\": 5521, \"avg_response\": 16.106140191994204}, {\"campaign\": \"4\", \"support\": 3522, \"avg_response\": 16.956842703009652}, {\"campaign\": \"5\", \"support\": 1764, \"avg_response\": 16.80328798185941}, {\"campaign\": \"6\", \"support\": 1291, \"avg_response\": 17.727343144848955}, {\"campaign\": \"7\", \"support\": 735, \"avg_response\": 17.691156462585035}, {\"campaign\": \"8\", \"support\": 540, \"avg_response\": 18.498148148148147}, {\"campaign\": \"9\", \"support\": 327, \"avg_response\": 19.039755351681958}, {\"campaign\": \"10\", \"support\": 266, \"avg_response\": 19.973684210526315}, {\"campaign\": \"11\", \"support\": 201, \"avg_response\": 19.53233830845771}, {\"campaign\": \"12\", \"support\": 155, \"avg_response\": 20.516129032258064}, {\"campaign\": \"13\", \"support\": 133, \"avg_response\": 21.39097744360902}, {\"campaign\": \"14\", \"support\": 93, \"avg_response\": 22.107526881720432}, {\"campaign\": \"15\", \"support\": 84, \"avg_response\": 21.607142857142858}, {\"campaign\": \"16\", \"support\": 79, \"avg_response\": 22.873417721518987}, {\"campaign\": \"17\", \"support\": 69, \"avg_response\": 22.333333333333332}, {\"campaign\": \"18\", \"support\": 51, \"avg_response\": 21.333333333333332}, {\"campaign\": \"19\", \"support\": 44, \"avg_response\": 23.568181818181817}, {\"campaign\": \"20\", \"support\": 43, \"avg_response\": 23.093023255813954}, {\"campaign\": \"21\", \"support\": 35, \"avg_response\": 21.8}, {\"campaign\": \"22\", \"support\": 23, \"avg_response\": 26.0}, {\"campaign\": \"23\", \"support\": 22, \"avg_response\": 27.272727272727273}, {\"campaign\": \"25\", \"support\": 22, \"avg_response\": 23.681818181818183}, {\"campaign\": \"24\", \"support\": 20, \"avg_response\": 22.1}, {\"campaign\": \"28\", \"support\": 16, \"avg_response\": 24.6875}, {\"campaign\": \"29\", \"support\": 16, \"avg_response\": 23.75}, {\"campaign\": \"26\", \"support\": 13, \"avg_response\": 17.384615384615383}, {\"campaign\": \"31\", \"support\": 12, \"avg_response\": 25.25}, {\"campaign\": \"27\", \"support\": 10, \"avg_response\": 24.7}, {\"campaign\": \"32\", \"support\": 9, \"avg_response\": 17.333333333333332}, {\"campaign\": \"30\", \"support\": 8, \"avg_response\": 22.25}, {\"campaign\": \"33\", \"support\": 6, \"avg_response\": 24.666666666666668}, {\"campaign\": \"34\", \"support\": 5, \"avg_response\": 30.2}], \"row_count_returned\": 34, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b77503fc32fedf910d454ea0168c21677edf4eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.805434+00:00", + "ended_at": "2026-05-04T07:37:07.847644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e06bd13aa78bee64", + "problem_id": "v2p_m8_2e1b838e22f377ba", + "dataset_id": "m8", + "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=day, key_col=campaign.", + "bindings": { + "key_col": "campaign", + "measure_col": "day", + "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_c\\m8\\sql\\v2q_m8_e06bd13aa78bee64.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_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e06bd13aa78bee64/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_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cc85c5278647a6f2adb1c5894bd8e6a202bf310 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "32", "support": 2085, "support_share": 0.04611709539713787, "cumulative_support": 2085}, {"value_label": "31", "support": 1996, "support_share": 0.04414854791975404, "cumulative_support": 4081}, {"value_label": "33", "support": 1972, "support_share": 0.04361770365618987, "cumulative_support": 6053}, {"value_label": "34", "support": 1930, "support_share": 0.04268872619495256, "cumulative_support": 7983}, {"value_label": "35", "support": 1894, "support_share": 0.04189245979960629, "cumulative_support": 9877}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c20faa25dbf7df14a2c4d3f7fa16897ec7b44fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e1e2dbb02462c8de +-- problem_id: v2p_m8_9249f67719b8193f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +), 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_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a17fe4f0b9ebc9f43efea56c5be4e1da6c99386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/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_c\n-- sql_source_dataset_id: m8\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_m8_e1e2dbb02462c8de\n-- problem_id: v2p_m8_9249f67719b8193f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"age\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"age\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_e1e2dbb02462c8de\\n-- problem_id: v2p_m8_9249f67719b8193f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"age\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\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\": \"32\", \"support\": 2085, \"support_share\": 0.04611709539713787, \"cumulative_support\": 2085}, {\"value_label\": \"31\", \"support\": 1996, \"support_share\": 0.04414854791975404, \"cumulative_support\": 4081}, {\"value_label\": \"33\", \"support\": 1972, \"support_share\": 0.04361770365618987, \"cumulative_support\": 6053}, {\"value_label\": \"34\", \"support\": 1930, \"support_share\": 0.04268872619495256, \"cumulative_support\": 7983}, {\"value_label\": \"35\", \"support\": 1894, \"support_share\": 0.04189245979960629, \"cumulative_support\": 9877}, {\"value_label\": \"36\", \"support\": 1806, \"support_share\": 0.03994603083320431, \"cumulative_support\": 11683}, {\"value_label\": \"30\", \"support\": 1757, \"support_share\": 0.03886222379509412, \"cumulative_support\": 13440}, {\"value_label\": \"37\", \"support\": 1696, \"support_share\": 0.03751299462520183, \"cumulative_support\": 15136}, {\"value_label\": \"39\", \"support\": 1487, \"support_share\": 0.03289022582999712, \"cumulative_support\": 16623}, {\"value_label\": \"38\", \"support\": 1466, \"support_share\": 0.03242573709937847, \"cumulative_support\": 18089}, {\"value_label\": \"40\", \"support\": 1355, \"support_share\": 0.029970582380394153, \"cumulative_support\": 19444}, {\"value_label\": \"41\", \"support\": 1291, \"support_share\": 0.028554997677556346, \"cumulative_support\": 20735}, {\"value_label\": \"42\", \"support\": 1242, \"support_share\": 0.027471190639446152, \"cumulative_support\": 21977}, {\"value_label\": \"45\", \"support\": 1216, \"support_share\": 0.026896109353918295, \"cumulative_support\": 23193}, {\"value_label\": \"29\", \"support\": 1185, \"support_share\": 0.026210435513481234, \"cumulative_support\": 24378}, {\"value_label\": \"46\", \"support\": 1175, \"support_share\": 0.025989250403662824, \"cumulative_support\": 25553}, {\"value_label\": \"43\", \"support\": 1161, \"support_share\": 0.025679591249917054, \"cumulative_support\": 26714}, {\"value_label\": \"44\", \"support\": 1136, \"support_share\": 0.02512662847537104, \"cumulative_support\": 27850}, {\"value_label\": \"47\", \"support\": 1088, \"support_share\": 0.024064939948242683, \"cumulative_support\": 28938}, {\"value_label\": \"28\", \"support\": 1038, \"support_share\": 0.02295901439915065, \"cumulative_support\": 29976}, {\"value_label\": \"48\", \"support\": 997, \"support_share\": 0.022052155448895182, \"cumulative_support\": 30973}, {\"value_label\": \"49\", \"support\": 994, \"support_share\": 0.021985799915949657, \"cumulative_support\": 31967}, {\"value_label\": \"50\", \"support\": 939, \"support_share\": 0.02076928181194842, \"cumulative_support\": 32906}, {\"value_label\": \"51\", \"support\": 936, \"support_share\": 0.020702926279002897, \"cumulative_support\": 33842}, {\"value_label\": \"52\", \"support\": 911, \"support_share\": 0.02014996350445688, \"cumulative_support\": 34753}, {\"value_label\": \"27\", \"support\": 909, \"support_share\": 0.0201057264824932, \"cumulative_support\": 35662}, {\"value_label\": \"53\", \"support\": 891, \"support_share\": 0.019707593284820066, \"cumulative_support\": 36553}, {\"value_label\": \"57\", \"support\": 828, \"support_share\": 0.0183141270929641, \"cumulative_support\": 37381}, {\"value_label\": \"54\", \"support\": 811, \"support_share\": 0.01793811240627281, \"cumulative_support\": 38192}, {\"value_label\": \"55\", \"support\": 806, \"support_share\": 0.017827519851363605, \"cumulative_support\": 38998}, {\"value_label\": \"26\", \"support\": 805, \"support_share\": 0.017805401340381766, \"cumulative_support\": 39803}, {\"value_label\": \"56\", \"support\": 778, \"support_share\": 0.017208201543872065, \"cumulative_support\": 40581}, {\"value_label\": \"59\", \"support\": 770, \"support_share\": 0.01703125345601734, \"cumulative_support\": 41351}, {\"value_label\": \"58\", \"support\": 740, \"support_share\": 0.01636769812656212, \"cumulative_support\": 42091}, {\"value_label\": \"60\", \"support\": 596, \"support_share\": 0.01318263254517706, \"cumulative_support\": 42687}, {\"value_label\": \"25\", \"support\": 527, \"support_share\": 0.01165645528743005, \"cumulative_support\": 43214}, {\"value_label\": \"24\", \"support\": 302, \"support_share\": 0.006679790316515892, \"cumulative_support\": 43516}, {\"value_label\": \"23\", \"support\": 202, \"support_share\": 0.004467939218331822, \"cumulative_support\": 43718}, {\"value_label\": \"61\", \"support\": 147, \"support_share\": 0.003251421114330583, \"cumulative_support\": 43865}, {\"value_label\": \"22\", \"support\": 129, \"support_share\": 0.002853287916657451, \"cumulative_support\": 43994}, {\"value_label\": \"62\", \"support\": 80, \"support_share\": 0.0017694808785472561, \"cumulative_support\": 44074}, {\"value_label\": \"21\", \"support\": 79, \"support_share\": 0.0017473623675654155, \"cumulative_support\": 44153}, {\"value_label\": \"63\", \"support\": 77, \"support_share\": 0.001703125345601734, \"cumulative_support\": 44230}, {\"value_label\": \"64\", \"support\": 74, \"support_share\": 0.001636769812656212, \"cumulative_support\": 44304}, {\"value_label\": \"70\", \"support\": 67, \"support_share\": 0.001481940235783327, \"cumulative_support\": 44371}, {\"value_label\": \"66\", \"support\": 63, \"support_share\": 0.0013934661918559642, \"cumulative_support\": 44434}, {\"value_label\": \"65\", \"support\": 59, \"support_share\": 0.0013049921479286015, \"cumulative_support\": 44493}, {\"value_label\": \"67\", \"support\": 54, \"support_share\": 0.001194399593019398, \"cumulative_support\": 44547}, {\"value_label\": \"71\", \"support\": 54, \"support_share\": 0.001194399593019398, \"cumulative_support\": 44601}, {\"value_label\": \"72\", \"support\": 52, \"support_share\": 0.0011501625710557165, \"cumulative_support\": 44653}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 31.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78c984b93984c0e2380cdcabc530a7973f399f36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.099535+00:00", + "ended_at": "2026-05-04T07:37:06.138182+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e1e2dbb02462c8de", + "problem_id": "v2p_m8_9249f67719b8193f", + "dataset_id": "m8", + "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=age.", + "bindings": { + "group_col": "age" + }, + "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_c\\m8\\sql\\v2q_m8_e1e2dbb02462c8de.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_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e1e2dbb02462c8de/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_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26269bc3bff11e59f310f188044802597e10827a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9213, "bytes_utf8": 9213, "lines": 303, "estimated_tokens": 2575}} +{"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": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22666, "cached_input_tokens": 21888, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ebf58bbad02afec4329942a75d7c9612d8521564 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e2ea3143810c4ec8", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2684, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11691.27, + "sql_execution_elapsed_ms_total": 30.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e2ea3143810c4ec8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e04fe25cfbc786ffeca337f7d78e2a0ca56386c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/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": "2026-05-04T06:54:41.332304+00:00", + "ended_at": "2026-05-04T06:54:53.023473+00:00", + "elapsed_ms": 11691.27, + "prompt_metrics": { + "chars": 9213, + "bytes_utf8": 9213, + "lines": 303, + "estimated_tokens": 2575 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22666, + "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_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96a7d31fdce8f56ffa25fd8c1f3c39387bea84d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=poutcome, condition_col=contact.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "poutcome", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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},\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_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5abb01522ce99d14ef54f6581b47207a682c5a1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-8562-7031-a05f-63cb7ae0ae1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'cellular' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"poutcome\\\" and condition_col=\\\"contact\\\", measuring the share of rows where contact='cellular' within each poutcome group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22666,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cacfaf126f704b699330625858591f18afb7137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"poutcome\",\n AVG(CASE WHEN \"contact\" = 'cellular' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"poutcome\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"poutcome\" and condition_col=\"contact\", measuring the share of rows where contact='cellular' within each poutcome group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..681ef07919f8e3cb9b10c15f13bae9fd8c6fe836 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:41.593529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:44.103237Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:52.315821Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb338ef58bdb0b2683aa994743deabe7c9f59122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/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=poutcome, condition_col=contact. +Result preview: [{"poutcome": "failure", "condition_rate": 0.9240971230361151}, {"poutcome": "success", "condition_rate": 0.9166115155526141}, {"poutcome": "other", "condition_rate": 0.8896739130434783}, {"poutcome": "unknown", "condition_rate": 0.5880570361752212}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0df4107e5365210703aaeccdc4285b1831d22895 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e2ea3143810c4ec8 +-- problem_id: v2p_m8_284e637efc28e0ab +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", + AVG(CASE WHEN "contact" = 'cellular' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "poutcome" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fac46f0f43854e6fa3a7fbac7c150fd6ee59d0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/query_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 \"poutcome\",\n AVG(CASE WHEN \"contact\" = 'cellular' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"poutcome\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"poutcome\\\",\\n AVG(CASE WHEN \\\"contact\\\" = 'cellular' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"poutcome\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"poutcome\", \"condition_rate\"], \"rows\": [{\"poutcome\": \"failure\", \"condition_rate\": 0.9240971230361151}, {\"poutcome\": \"success\", \"condition_rate\": 0.9166115155526141}, {\"poutcome\": \"other\", \"condition_rate\": 0.8896739130434783}, {\"poutcome\": \"unknown\", \"condition_rate\": 0.5880570361752212}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27f746ab83385f659040a3948b757a83e7a6c9c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:54:41.323157+00:00", + "ended_at": "2026-05-04T06:54:53.065670+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e2ea3143810c4ec8", + "problem_id": "v2p_m8_284e637efc28e0ab", + "dataset_id": "m8", + "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=poutcome, condition_col=contact.", + "bindings": { + "group_col": "poutcome", + "condition_col": "contact", + "condition_value": "cellular", + "positive_value": "cellular", + "negative_value": "unknown", + "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", + "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_c\\m8\\sql\\v2q_m8_e2ea3143810c4ec8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e2ea3143810c4ec8", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2684, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11691.27, + "sql_execution_elapsed_ms_total": 30.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e2ea3143810c4ec8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b99d7987b45dd39d12d6085e274c2642d4e0808e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e2ea3143810c4ec8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:53.040314+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11691.27, "started_at": "2026-05-04T06:54:41.332304+00:00", "ended_at": "2026-05-04T06:54:53.023473+00:00", "prompt_metrics": {"chars": 9213, "bytes_utf8": 9213, "lines": 303, "estimated_tokens": 2575}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22666, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T06:54:41.593529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:44.103237Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age, target_col=y.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "age", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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 COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f458ef002c35bb7b44c29ee73480298ac85b316 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-6d27-7d80-97df-a5b9b46b9e16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"age\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22713,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de94ca2b8caa19e7c80575d5bcabcea9ab40d58e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"age\", target_col=\"y\", target_value='no', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a21e742aade925b64c0fa83b4b8de6fa2dfe5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:30:38.067064Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:40.457010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:49.020377Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..587217f35695f3658e09260d288ec4fc3687a9d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age, target_col=y. +Result preview: [{"age": "50", "support": 939, "focus_rate": 0.9233226837060703}, {"age": "44", "support": 1136, "focus_rate": 0.9181338028169014}, {"age": "48", "support": 997, "focus_rate": 0.917753259779338}, {"age": "51", "support": 936, "focus_rate": 0.9177350427350427}, {"age": "40", "support": 1355, "focus_rate": 0.9143911439114392}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4922b9e7ff239919b8fe79c0a1615d68007337e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_e3a8a82d1ed6740a +-- problem_id: v2p_m8_a42d7c0b701621cf +-- realization_mode: agent +-- source_kind: agent +SELECT + "age", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65a3023b9a88292b4c260a025d2498dcb2fd85d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/query_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_target_rate_extremes_v2\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"m8\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"age\", \"support\", \"focus_rate\"], \"rows\": [{\"age\": \"50\", \"support\": 939, \"focus_rate\": 0.9233226837060703}, {\"age\": \"44\", \"support\": 1136, \"focus_rate\": 0.9181338028169014}, {\"age\": \"48\", \"support\": 997, \"focus_rate\": 0.917753259779338}, {\"age\": \"51\", \"support\": 936, \"focus_rate\": 0.9177350427350427}, {\"age\": \"40\", \"support\": 1355, \"focus_rate\": 0.9143911439114392}, {\"age\": \"45\", \"support\": 1216, \"focus_rate\": 0.912828947368421}, {\"age\": \"56\", \"support\": 778, \"focus_rate\": 0.9125964010282777}, {\"age\": \"43\", \"support\": 1161, \"focus_rate\": 0.9112833763996555}, {\"age\": \"42\", \"support\": 1242, \"focus_rate\": 0.9106280193236715}, {\"age\": \"41\", \"support\": 1291, \"focus_rate\": 0.9070487993803253}, {\"age\": \"52\", \"support\": 911, \"focus_rate\": 0.9066959385290889}, {\"age\": \"57\", \"support\": 828, \"focus_rate\": 0.9057971014492754}, {\"age\": \"55\", \"support\": 806, \"focus_rate\": 0.9057071960297767}, {\"age\": \"53\", \"support\": 891, \"focus_rate\": 0.9046015712682379}, {\"age\": \"39\", \"support\": 1487, \"focus_rate\": 0.9038332212508406}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8dbc4a3826b92c2d899872d0075ceedafac3eb7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:30:37.844713+00:00", + "ended_at": "2026-05-04T07:30:49.720765+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e3a8a82d1ed6740a", + "problem_id": "v2p_m8_a42d7c0b701621cf", + "dataset_id": "m8", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "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 Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age, target_col=y.", + "bindings": { + "group_col": "age", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "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_c\\m8\\sql\\v2q_m8_e3a8a82d1ed6740a.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e3a8a82d1ed6740a", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11804.08, + "sql_execution_elapsed_ms_total": 36.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e3a8a82d1ed6740a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f6450ec1d63098e2f75d0dfb154a4f0aa383ea2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:49.674437+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11804.08, "started_at": "2026-05-04T07:30:37.852813+00:00", "ended_at": "2026-05-04T07:30:49.657075+00:00", "prompt_metrics": {"chars": 9276, "bytes_utf8": 9276, "lines": 301, "estimated_tokens": 2624}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22713, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T07:30:38.067064Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:40.457010Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"age\\\", target_col=\\\"y\\\", target_value='no', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..32ea8702d7f75b51d4b245953593eefa5a683996 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e3a8a82d1ed6740a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e3a8a82d1ed6740a", + "api_calls": 0, + "input_tokens": 22713, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2624, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11804.08, + "sql_execution_elapsed_ms_total": 36.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e3a8a82d1ed6740a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..552969acfa9d671ff31622ac60233ed2ca621539 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9459, "bytes_utf8": 9459, "lines": 305, "estimated_tokens": 2621}} +{"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": 1010, "bytes_utf8": 1010, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22712, "cached_input_tokens": 2432, "output_tokens": 353}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad3658c591b4fe7a95508ed9a347bdf7dcc28de9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e477f8fe90e9e570", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 2432, + "output_tokens": 353, + "total_tokens": 23065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 293, + "estimated_total_tokens": 2914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15102.36, + "sql_execution_elapsed_ms_total": 187.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e477f8fe90e9e570\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..06b01cc9dcca9f40fdbff421b04186a62854f67c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/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": "2026-05-04T07:04:40.176401+00:00", + "ended_at": "2026-05-04T07:04:55.279599+00:00", + "elapsed_ms": 15102.36, + "prompt_metrics": { + "chars": 9459, + "bytes_utf8": 9459, + "lines": 305, + "estimated_tokens": 2621 + }, + "stdout_metrics": { + "chars": 1438, + "bytes_utf8": 1438, + "lines": 4, + "estimated_tokens": 457 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1010, + "bytes_utf8": 1010, + "lines": 1, + "estimated_tokens": 293 + }, + "usage": { + "input_tokens": 22712, + "cached_input_tokens": 2432, + "output_tokens": 353 + } + }, + "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_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39a919aaae49baae5a5ffaec03a17b7f6076457c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,305 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=housing, measure_col=balance, condition_col=default.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "housing", + "measure_col": "balance", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87acbe79271baa271dc5878dd1daad2a1bc4fe63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-a874-7fb1-b401-30cdfc0ac84c"} +{"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 \\\"housing\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"housing\\\" ORDER BY \\\"balance_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n AVG(\\\"balance_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" IN (\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER),\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 + 0.999999999 AS INTEGER)\\n)\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions and averaging of the two nearest ranked values to approximate the 95th percentile within each \\\"housing\\\" group after filtering rows where \\\"default\\\" = 'no'. \\\"balance\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22712,"cached_input_tokens":2432,"output_tokens":353}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18082ebcd0575d57d974f47d81ac2ec1a3514568 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"housing\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"default\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"housing\",\n \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"housing\" ORDER BY \"balance_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"housing\",\n AVG(\"balance_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" IN (\n CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER),\n CAST((0.95 * (\"cnt\" - 1)) + 1 + 0.999999999 AS INTEGER)\n)\nGROUP BY \"housing\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions and averaging of the two nearest ranked values to approximate the 95th percentile within each \"housing\" group after filtering rows where \"default\" = 'no'. \"balance\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c82c96bb8a4bfbfe67abaf7ded95676b1bc27b6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:40.445109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:42.701398Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:54.271132Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72989290f980bc860e79a9d22d3947a4d7a563e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/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=housing, measure_col=balance, condition_col=default. +Result preview: [{"housing": "no", "conditional_percentile": 6706.0}, {"housing": "yes", "conditional_percentile": 5177.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8b70ea55ad285b562f3eb376c1399d36c0c84e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e477f8fe90e9e570 +-- problem_id: v2p_m8_aa52b64e7542c2f4 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "housing", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "default" = 'no' +), +"ranked" AS ( + SELECT + "housing", + "balance_num", + ROW_NUMBER() OVER (PARTITION BY "housing" ORDER BY "balance_num") AS "rn", + COUNT(*) OVER (PARTITION BY "housing") AS "cnt" + FROM "filtered" +) +SELECT + "housing", + AVG("balance_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" IN ( + CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER), + CAST((0.95 * ("cnt" - 1)) + 1 + 0.999999999 AS INTEGER) +) +GROUP BY "housing" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..749324b095aa584f4958e790adef494fa1d3529c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/query_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 \"housing\",\n CAST(\"balance\" AS REAL) AS \"balance_num\"\n FROM \"m8\"\n WHERE \"default\" = 'no'\n),\n\"ranked\" AS (\n SELECT\n \"housing\",\n \"balance_num\",\n ROW_NUMBER() OVER (PARTITION BY \"housing\" ORDER BY \"balance_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"housing\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"housing\",\n AVG(\"balance_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" IN (\n CAST((0.95 * (\"cnt\" - 1)) + 1 AS INTEGER),\n CAST((0.95 * (\"cnt\" - 1)) + 1 + 0.999999999 AS INTEGER)\n)\nGROUP BY \"housing\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_num\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"default\\\" = 'no'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"housing\\\",\\n \\\"balance_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"housing\\\" ORDER BY \\\"balance_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"housing\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"housing\\\",\\n AVG(\\\"balance_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" IN (\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INTEGER),\\n CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 + 0.999999999 AS INTEGER)\\n)\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"housing\", \"conditional_percentile\"], \"rows\": [{\"housing\": \"no\", \"conditional_percentile\": 6706.0}, {\"housing\": \"yes\", \"conditional_percentile\": 5177.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 187.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b31df6960b58c339d666642690d49b7e79f928ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:04:40.168083+00:00", + "ended_at": "2026-05-04T07:04:55.496396+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e477f8fe90e9e570", + "problem_id": "v2p_m8_aa52b64e7542c2f4", + "dataset_id": "m8", + "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=housing, measure_col=balance, condition_col=default.", + "bindings": { + "group_col": "housing", + "measure_col": "balance", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_e477f8fe90e9e570.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e477f8fe90e9e570", + "api_calls": 0, + "input_tokens": 22712, + "cached_input_tokens": 2432, + "output_tokens": 353, + "total_tokens": 23065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2621, + "estimated_output_tokens": 293, + "estimated_total_tokens": 2914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15102.36, + "sql_execution_elapsed_ms_total": 187.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e477f8fe90e9e570\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1023b19da3008420e413927a843aad8ce28bcb32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e477f8fe90e9e570/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:55.296765+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15102.36, "started_at": "2026-05-04T07:04:40.176401+00:00", "ended_at": "2026-05-04T07:04:55.279599+00:00", "prompt_metrics": {"chars": 9459, "bytes_utf8": 9459, "lines": 305, "estimated_tokens": 2621}, "response_metrics": {"chars": 1010, "bytes_utf8": 1010, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22712, "cached_input_tokens": 2432, "output_tokens": 353}, "stderr_preview": "2026-05-04T07:04:40.445109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:42.701398Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=balance.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e24fef091a4c1328333d02db7bc234b32dbfeace --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-bae8-7ae2-b3df-4ee1c80da016"} +{"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 \\\"day\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"balance_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"balance_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per day on CAST(\\\"balance\\\" AS REAL), with a minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22639,"cached_input_tokens":21888,"output_tokens":504}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fa46619723eb185686b241ba2dc754c8b955523 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"balance\" AS REAL) AS \"balance_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"day\",\n \"balance_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"balance_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per day on CAST(\"balance\" AS REAL), with a minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f3cdd2d29ef8e0bcd10a66da41dcc4373f02ca9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:35.830641Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:38.179065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:52.665978Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98f2de89b337f4ede4088aeb42aed2fb4feef8fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/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=day, measure_col=balance. +Result preview: [{"day": "21", "percentile_measure": 5222.0}, {"day": "20", "percentile_measure": 5122.0}, {"day": "19", "percentile_measure": 5087.0}, {"day": "31", "percentile_measure": 4196.0}, {"day": "18", "percentile_measure": 3916.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ffad229f774296d119eee98339233b44c5e3ac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e47954aacb2c5470 +-- problem_id: v2p_m8_7806af941ae894ed +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("balance" AS REAL) AS "balance_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("balance" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "day") AS "cnt" + FROM "m8" +), +"percentile_pick" AS ( + SELECT + "day", + "balance_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "day", + "balance_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e4341864cd7b85587a77ca7b78107b9efed1105 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/query_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 \"day\",\n CAST(\"balance\" AS REAL) AS \"balance_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"balance\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"day\") AS \"cnt\"\n FROM \"m8\"\n),\n\"percentile_pick\" AS (\n SELECT\n \"day\",\n \"balance_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"day\",\n \"balance_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"balance\\\" AS REAL) AS \\\"balance_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"balance\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"day\\\") AS \\\"cnt\\\"\\n FROM \\\"m8\\\"\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"balance_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"balance_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"21\", \"percentile_measure\": 5222.0}, {\"day\": \"20\", \"percentile_measure\": 5122.0}, {\"day\": \"19\", \"percentile_measure\": 5087.0}, {\"day\": \"31\", \"percentile_measure\": 4196.0}, {\"day\": \"18\", \"percentile_measure\": 3916.0}, {\"day\": \"1\", \"percentile_measure\": 3842.0}, {\"day\": \"3\", \"percentile_measure\": 3820.0}, {\"day\": \"11\", \"percentile_measure\": 3739.0}, {\"day\": \"4\", \"percentile_measure\": 3658.0}, {\"day\": \"17\", \"percentile_measure\": 3649.0}, {\"day\": \"23\", \"percentile_measure\": 3625.0}, {\"day\": \"30\", \"percentile_measure\": 3585.0}, {\"day\": \"15\", \"percentile_measure\": 3549.0}, {\"day\": \"2\", \"percentile_measure\": 3511.0}, {\"day\": \"10\", \"percentile_measure\": 3422.0}, {\"day\": \"25\", \"percentile_measure\": 3418.0}, {\"day\": \"12\", \"percentile_measure\": 3403.0}, {\"day\": \"14\", \"percentile_measure\": 3401.0}, {\"day\": \"13\", \"percentile_measure\": 3371.0}, {\"day\": \"16\", \"percentile_measure\": 3232.0}, {\"day\": \"9\", \"percentile_measure\": 3186.0}, {\"day\": \"6\", \"percentile_measure\": 3151.0}, {\"day\": \"22\", \"percentile_measure\": 3092.0}, {\"day\": \"24\", \"percentile_measure\": 3091.0}, {\"day\": \"26\", \"percentile_measure\": 3057.0}, {\"day\": \"5\", \"percentile_measure\": 2976.0}, {\"day\": \"29\", \"percentile_measure\": 2925.0}, {\"day\": \"27\", \"percentile_measure\": 2776.0}, {\"day\": \"8\", \"percentile_measure\": 2736.0}, {\"day\": \"28\", \"percentile_measure\": 2662.0}, {\"day\": \"7\", \"percentile_measure\": 2635.0}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 168.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5086897abc273974779fa7b4bd8ed58f2e0841ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:26:35.622752+00:00", + "ended_at": "2026-05-04T07:26:53.767991+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e47954aacb2c5470", + "problem_id": "v2p_m8_7806af941ae894ed", + "dataset_id": "m8", + "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=day, measure_col=balance.", + "bindings": { + "group_col": "day", + "measure_col": "balance", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\m8\\sql\\v2q_m8_e47954aacb2c5470.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e47954aacb2c5470", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 504, + "total_tokens": 23143, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2820, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17941.91, + "sql_execution_elapsed_ms_total": 168.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e47954aacb2c5470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abe94b871f909a5bba4fb80952f7e3a12d837858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:53.591113+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17941.91, "started_at": "2026-05-04T07:26:35.630899+00:00", "ended_at": "2026-05-04T07:26:53.572637+00:00", "prompt_metrics": {"chars": 9127, "bytes_utf8": 9127, "lines": 300, "estimated_tokens": 2548}, "response_metrics": {"chars": 899, "bytes_utf8": 899, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22639, "cached_input_tokens": 21888, "output_tokens": 504}, "stderr_preview": "2026-05-04T07:26:35.830641Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:38.179065Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per day on CAST(\\\"balance\\\" AS REAL), with a minimum group size of 5.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed1c6f6a53ec7beec0c518f79cac7849017f1b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e47954aacb2c5470/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e47954aacb2c5470", + "api_calls": 0, + "input_tokens": 22639, + "cached_input_tokens": 21888, + "output_tokens": 504, + "total_tokens": 23143, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2548, + "estimated_output_tokens": 272, + "estimated_total_tokens": 2820, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17941.91, + "sql_execution_elapsed_ms_total": 168.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e47954aacb2c5470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c30d218e772a0e9c9ca3a296653a218ff5cc3e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"previous": "0", "support": 36954, "avg_response": 257.7261189587054}, {"previous": "1", "support": 2772, "avg_response": 256.62806637806636}, {"previous": "2", "support": 2106, "avg_response": 255.42592592592592}, {"previous": "3", "support": 1142, "avg_response": 274.7215411558669}, {"previous": "4", "support": 714, "avg_response": 269.7549019607843}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f30051d7a197ad890c433c701decada135e85a89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e4ed767e33e638af +-- problem_id: v2p_m8_082834166c4fbfdc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08d774a3104023e3592d8d60721bb7891308e6c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/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_c\n-- sql_source_dataset_id: m8\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_m8_e4ed767e33e638af\n-- problem_id: v2p_m8_082834166c4fbfdc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"previous\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"previous\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_e4ed767e33e638af\\n-- problem_id: v2p_m8_082834166c4fbfdc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"previous\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"previous\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"previous\", \"support\", \"avg_response\"], \"rows\": [{\"previous\": \"0\", \"support\": 36954, \"avg_response\": 257.7261189587054}, {\"previous\": \"1\", \"support\": 2772, \"avg_response\": 256.62806637806636}, {\"previous\": \"2\", \"support\": 2106, \"avg_response\": 255.42592592592592}, {\"previous\": \"3\", \"support\": 1142, \"avg_response\": 274.7215411558669}, {\"previous\": \"4\", \"support\": 714, \"avg_response\": 269.7549019607843}, {\"previous\": \"5\", \"support\": 459, \"avg_response\": 254.06753812636165}, {\"previous\": \"6\", \"support\": 277, \"avg_response\": 272.50180505415165}, {\"previous\": \"7\", \"support\": 205, \"avg_response\": 264.54146341463417}, {\"previous\": \"8\", \"support\": 129, \"avg_response\": 275.8062015503876}, {\"previous\": \"9\", \"support\": 92, \"avg_response\": 241.47826086956522}, {\"previous\": \"10\", \"support\": 67, \"avg_response\": 294.6119402985075}, {\"previous\": \"11\", \"support\": 65, \"avg_response\": 265.03076923076924}, {\"previous\": \"12\", \"support\": 44, \"avg_response\": 231.97727272727272}, {\"previous\": \"13\", \"support\": 38, \"avg_response\": 212.8421052631579}, {\"previous\": \"15\", \"support\": 20, \"avg_response\": 200.4}, {\"previous\": \"14\", \"support\": 19, \"avg_response\": 204.6315789473684}, {\"previous\": \"17\", \"support\": 15, \"avg_response\": 240.73333333333332}, {\"previous\": \"16\", \"support\": 13, \"avg_response\": 159.69230769230768}, {\"previous\": \"19\", \"support\": 11, \"avg_response\": 185.54545454545453}, {\"previous\": \"20\", \"support\": 8, \"avg_response\": 217.375}, {\"previous\": \"23\", \"support\": 8, \"avg_response\": 175.375}, {\"previous\": \"18\", \"support\": 6, \"avg_response\": 322.0}, {\"previous\": \"22\", \"support\": 6, \"avg_response\": 198.66666666666666}, {\"previous\": \"24\", \"support\": 5, \"avg_response\": 269.0}, {\"previous\": \"27\", \"support\": 5, \"avg_response\": 216.6}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9412fa08aae44c71be2c68606d47db7e4a749d34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:08.158192+00:00", + "ended_at": "2026-05-04T07:37:08.190140+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e4ed767e33e638af", + "problem_id": "v2p_m8_082834166c4fbfdc", + "dataset_id": "m8", + "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=duration, key_col=previous.", + "bindings": { + "key_col": "previous", + "measure_col": "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=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_c\\m8\\sql\\v2q_m8_e4ed767e33e638af.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_c/m8/artifacts/v2q_m8_e4ed767e33e638af/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e4ed767e33e638af/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_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc093832d04d98222a3f587644960f5a9366a23c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/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": 298, "estimated_tokens": 2484}} +{"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": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 88}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..51070de65652cc6821ed1d3d0c524aa251abce92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e5f90519c09c84bb", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 88, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 72, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11872.84, + "sql_execution_elapsed_ms_total": 25.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e5f90519c09c84bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a55344e731392da78cf29365eab383f372787e33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/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": "2026-05-04T07:10:19.836354+00:00", + "ended_at": "2026-05-04T07:10:31.706193+00:00", + "elapsed_ms": 11872.84, + "prompt_metrics": { + "chars": 8871, + "bytes_utf8": 8871, + "lines": 298, + "estimated_tokens": 2484 + }, + "stdout_metrics": { + "chars": 628, + "bytes_utf8": 628, + "lines": 4, + "estimated_tokens": 172 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 313, + "bytes_utf8": 313, + "lines": 1, + "estimated_tokens": 72 + }, + "usage": { + "input_tokens": 22575, + "cached_input_tokens": 21888, + "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_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..888a4ea840575655c9b5c1b24f818e07478f3711 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=education.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "education", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eafdce796cdd212093952be6fa8f6a174ee30af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-d77e-7ea0-b9f3-ccb17242b06e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"education\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"education\\\". Query is SQLite-compatible, single-table, and uses only provided identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":21888,"output_tokens":88}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c52c11a94018e4d08fa3123247e644666948e69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"education\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY row_count DESC;","notes":"Used the planned template with group_col bound to \"education\". Query is SQLite-compatible, single-table, and uses only provided identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3118940d7cf79f6e6f080a51ad62f93e59548ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:20.106588Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:22.675181Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:29.858069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c82231a2fb316fc0a22a01cf5499358b040e79f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/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=education. +Result preview: [{"education": "secondary", "row_count": 23202}, {"education": "tertiary", "row_count": 13301}, {"education": "primary", "row_count": 6851}, {"education": "unknown", "row_count": 1857}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9e37270e664fa44231e33c2d15f0007fc3c70e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e5f90519c09c84bb +-- problem_id: v2p_m8_eea2e0e300b3aa56 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS row_count +FROM "m8" +GROUP BY "education" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e857af78b4b8daa7c9feaeb98a6dea8d7dbc5b82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/query_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 \"education\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"education\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"education\", \"row_count\"], \"rows\": [{\"education\": \"secondary\", \"row_count\": 23202}, {\"education\": \"tertiary\", \"row_count\": 13301}, {\"education\": \"primary\", \"row_count\": 6851}, {\"education\": \"unknown\", \"row_count\": 1857}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43e0ceb2c02b2b6f21ae4f0ffd4efce5c5aac59b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:10:19.828913+00:00", + "ended_at": "2026-05-04T07:10:31.771642+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e5f90519c09c84bb", + "problem_id": "v2p_m8_eea2e0e300b3aa56", + "dataset_id": "m8", + "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=education.", + "bindings": { + "group_col": "education", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_e5f90519c09c84bb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e5f90519c09c84bb", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 88, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 72, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11872.84, + "sql_execution_elapsed_ms_total": 25.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e5f90519c09c84bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..266ec0e4daf0de4c4740fd55a44c714d28380983 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e5f90519c09c84bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:31.727986+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11872.84, "started_at": "2026-05-04T07:10:19.836354+00:00", "ended_at": "2026-05-04T07:10:31.706193+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 88}, "stderr_preview": "2026-05-04T07:10:20.106588Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:22.675181Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=contact.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "contact", + "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": 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_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4c10284eca760e97c57ad58af4b0da8176ed722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-7d40-7040-b889-24093016c966"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"contact\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"contact\\\" on the single table \\\"m8\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":21888,"output_tokens":104}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9ff271fbf96ed46fb6194a41b59b80a0342d01f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"contact\", COUNT(*) AS \"row_count\"\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"contact\" on the single table \"m8\". 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_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c05f9e203b803e6adc6f9637c4d2c04145d972fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:02.535910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:05.082512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:11.724973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ba09d09e6a248444843a6beb04fefb5e2bda14b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/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=contact. +Result preview: [{"contact": "cellular", "row_count": 29285}, {"contact": "unknown", "row_count": 13020}, {"contact": "telephone", "row_count": 2906}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9facbedc361b9658f62dccef4e0b6e55faf1b731 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e6ed2f46fbaf72bc +-- problem_id: v2p_m8_e7d689abdf8bc9e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", COUNT(*) AS "row_count" +FROM "m8" +GROUP BY "contact" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71af232387cae357e3793e2c15ddb9a916bbf62c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/query_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 \"contact\", COUNT(*) AS \"row_count\"\nFROM \"m8\"\nGROUP BY \"contact\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"contact\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m8\\\"\\nGROUP BY \\\"contact\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"contact\", \"row_count\"], \"rows\": [{\"contact\": \"cellular\", \"row_count\": 29285}, {\"contact\": \"unknown\", \"row_count\": 13020}, {\"contact\": \"telephone\", \"row_count\": 2906}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff07711a05f3cad77ed7600af2e8cae23995ad49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:11:02.344521+00:00", + "ended_at": "2026-05-04T07:11:12.609879+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e6ed2f46fbaf72bc", + "problem_id": "v2p_m8_e7d689abdf8bc9e2", + "dataset_id": "m8", + "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=contact.", + "bindings": { + "group_col": "contact", + "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": 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=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_c\\m8\\sql\\v2q_m8_e6ed2f46fbaf72bc.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e6ed2f46fbaf72bc", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 21888, + "output_tokens": 104, + "total_tokens": 22679, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 88, + "estimated_total_tokens": 2572, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10207.55, + "sql_execution_elapsed_ms_total": 22.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e6ed2f46fbaf72bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d9c762bbff12578bbd86811fe61b98eee86a2a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6ed2f46fbaf72bc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:12.578249+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10207.55, "started_at": "2026-05-04T07:11:02.351579+00:00", "ended_at": "2026-05-04T07:11:12.559131+00:00", "prompt_metrics": {"chars": 8866, "bytes_utf8": 8866, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 22575, "cached_input_tokens": 21888, "output_tokens": 104}, "stderr_preview": "2026-05-04T07:11:02.535910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:05.082512Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=campaign, measure_col=pdays.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "campaign", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba948431a733a06371df99327bbdc516862c04b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-d726-7720-bed5-2218a8183180"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"campaign\\\",\\n AVG(CAST(\\\"pdays\\\" AS REAL)) OVER (PARTITION BY \\\"campaign\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"campaign\\\" and measure_col bound to \\\"pdays\\\". Cast \\\"pdays\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22612,"cached_input_tokens":21888,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3407216cbec0b2bcb521907999bf8147a28af72f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"campaign\",\n AVG(CAST(\"pdays\" AS REAL)) OVER (PARTITION BY \"campaign\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"campaign\" and measure_col bound to \"pdays\". Cast \"pdays\" 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_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..505b31cb4bd30548cba97554c7113cb71652c46c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:35.781994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:38.181803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:46.580596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd9e3082b319b2d1a277688e4c408f3208ddd888 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/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=campaign, measure_col=pdays. +Result preview: [{"campaign": "1", "avg_measure": 49.47868217054263}, {"campaign": "2", "avg_measure": 40.17728908436625}, {"campaign": "3", "avg_measure": 37.40916500633943}, {"campaign": "5", "avg_measure": 33.198412698412696}, {"campaign": "7", "avg_measure": 30.70204081632653}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b73842741e46f9de8b6116a718debfa189c47c0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e6fe16b56297d581 +-- problem_id: v2p_m8_645faa52361c451a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "campaign", + AVG(CAST("pdays" AS REAL)) OVER (PARTITION BY "campaign") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17b1ac80a25c89a0601e7524c83e0e7483de815a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/query_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 \"campaign\",\n AVG(CAST(\"pdays\" AS REAL)) OVER (PARTITION BY \"campaign\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"campaign\\\",\\n AVG(CAST(\\\"pdays\\\" AS REAL)) OVER (PARTITION BY \\\"campaign\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"campaign\", \"avg_measure\"], \"rows\": [{\"campaign\": \"1\", \"avg_measure\": 49.47868217054263}, {\"campaign\": \"2\", \"avg_measure\": 40.17728908436625}, {\"campaign\": \"3\", \"avg_measure\": 37.40916500633943}, {\"campaign\": \"5\", \"avg_measure\": 33.198412698412696}, {\"campaign\": \"7\", \"avg_measure\": 30.70204081632653}, {\"campaign\": \"6\", \"avg_measure\": 28.243996901626645}, {\"campaign\": \"4\", \"avg_measure\": 27.52924474730267}, {\"campaign\": \"8\", \"avg_measure\": 23.901851851851852}, {\"campaign\": \"9\", \"avg_measure\": 17.65137614678899}, {\"campaign\": \"11\", \"avg_measure\": 17.46766169154229}, {\"campaign\": \"12\", \"avg_measure\": 12.006451612903225}, {\"campaign\": \"10\", \"avg_measure\": 6.447368421052632}, {\"campaign\": \"15\", \"avg_measure\": 2.119047619047619}, {\"campaign\": \"13\", \"avg_measure\": 1.9022556390977443}, {\"campaign\": \"16\", \"avg_measure\": 1.4430379746835442}, {\"campaign\": \"14\", \"avg_measure\": -0.34408602150537637}, {\"campaign\": \"17\", \"avg_measure\": -1.0}, {\"campaign\": \"18\", \"avg_measure\": -1.0}, {\"campaign\": \"19\", \"avg_measure\": -1.0}, {\"campaign\": \"20\", \"avg_measure\": -1.0}, {\"campaign\": \"21\", \"avg_measure\": -1.0}, {\"campaign\": \"22\", \"avg_measure\": -1.0}, {\"campaign\": \"23\", \"avg_measure\": -1.0}, {\"campaign\": \"24\", \"avg_measure\": -1.0}, {\"campaign\": \"25\", \"avg_measure\": -1.0}, {\"campaign\": \"26\", \"avg_measure\": -1.0}, {\"campaign\": \"27\", \"avg_measure\": -1.0}, {\"campaign\": \"28\", \"avg_measure\": -1.0}, {\"campaign\": \"29\", \"avg_measure\": -1.0}, {\"campaign\": \"30\", \"avg_measure\": -1.0}, {\"campaign\": \"31\", \"avg_measure\": -1.0}, {\"campaign\": \"32\", \"avg_measure\": -1.0}, {\"campaign\": \"33\", \"avg_measure\": -1.0}, {\"campaign\": \"34\", \"avg_measure\": -1.0}, {\"campaign\": \"35\", \"avg_measure\": -1.0}, {\"campaign\": \"36\", \"avg_measure\": -1.0}, {\"campaign\": \"37\", \"avg_measure\": -1.0}, {\"campaign\": \"38\", \"avg_measure\": -1.0}, {\"campaign\": \"39\", \"avg_measure\": -1.0}, {\"campaign\": \"41\", \"avg_measure\": -1.0}, {\"campaign\": \"43\", \"avg_measure\": -1.0}, {\"campaign\": \"44\", \"avg_measure\": -1.0}, {\"campaign\": \"46\", \"avg_measure\": -1.0}, {\"campaign\": \"50\", \"avg_measure\": -1.0}, {\"campaign\": \"51\", \"avg_measure\": -1.0}, {\"campaign\": \"55\", \"avg_measure\": -1.0}, {\"campaign\": \"58\", \"avg_measure\": -1.0}, {\"campaign\": \"63\", \"avg_measure\": -1.0}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 122.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..18d78a701f761a2b78bfa0be56895356ede46ccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:01:35.489422+00:00", + "ended_at": "2026-05-04T07:01:47.485998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e6fe16b56297d581", + "problem_id": "v2p_m8_645faa52361c451a", + "dataset_id": "m8", + "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=campaign, measure_col=pdays.", + "bindings": { + "group_col": "campaign", + "measure_col": "pdays", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_e6fe16b56297d581.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e6fe16b56297d581", + "api_calls": 0, + "input_tokens": 22612, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2521, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2624, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11838.02, + "sql_execution_elapsed_ms_total": 122.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e6fe16b56297d581\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..678fe2f4d8381295fe764c6905282054987082db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e6fe16b56297d581/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:47.352380+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11838.02, "started_at": "2026-05-04T07:01:35.497953+00:00", "ended_at": "2026-05-04T07:01:47.335989+00:00", "prompt_metrics": {"chars": 9039, "bytes_utf8": 9039, "lines": 300, "estimated_tokens": 2521}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22612, "cached_input_tokens": 21888, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:01:35.781994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:38.181803Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=campaign, condition_col=education.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "campaign", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b396d3da2e32e59e19c9e0bade2369e4540a3e1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-9d01-7f90-bb81-b0861721c5e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"campaign\\\",\\n SUM(CASE WHEN \\\"education\\\" = 'secondary' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"education\\\" = 'tertiary' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"campaign\\\"\\n)\\nSELECT \\\"campaign\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"campaign\\\" and condition_col=\\\"education\\\", comparing 'secondary' to 'tertiary'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22811,"cached_input_tokens":19840,"output_tokens":191}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcac47f785347fc45a0238497dacc5bb3196c8a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"campaign\",\n SUM(CASE WHEN \"education\" = 'secondary' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"education\" = 'tertiary' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"campaign\"\n)\nSELECT \"campaign\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col=\"campaign\" and condition_col=\"education\", comparing 'secondary' to 'tertiary'. 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_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a5635d0228b85a1bb6bba0d1ad76aba722084fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:04.266478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:06.811941Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:15.210002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ec39ab536ac92cc1849770c633c477acb3046af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=campaign, condition_col=education. +Result preview: [{"campaign": "26", "condition_ratio": 6.0}, {"campaign": "28", "condition_ratio": 3.3333333333333335}, {"campaign": "13", "condition_ratio": 2.1142857142857143}, {"campaign": "33", "condition_ratio": 2.0}, {"campaign": "35", "condition_ratio": 2.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5213091bcff3dd4861cfec8bcac6128a2ed1c327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_e98ce9385a7f3dc5 +-- problem_id: v2p_m8_dfc5ccc9d465781d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "campaign", + SUM(CASE WHEN "education" = 'secondary' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "education" = 'tertiary' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "campaign" +) +SELECT "campaign", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6206169f2ca9ddbf5a3ee4abaa0fbc65a01d5d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"campaign\",\n SUM(CASE WHEN \"education\" = 'secondary' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"education\" = 'tertiary' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"campaign\"\n)\nSELECT \"campaign\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"campaign\\\",\\n SUM(CASE WHEN \\\"education\\\" = 'secondary' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"education\\\" = 'tertiary' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"campaign\\\"\\n)\\nSELECT \\\"campaign\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"campaign\", \"condition_ratio\"], \"rows\": [{\"campaign\": \"26\", \"condition_ratio\": 6.0}, {\"campaign\": \"28\", \"condition_ratio\": 3.3333333333333335}, {\"campaign\": \"13\", \"condition_ratio\": 2.1142857142857143}, {\"campaign\": \"33\", \"condition_ratio\": 2.0}, {\"campaign\": \"35\", \"condition_ratio\": 2.0}, {\"campaign\": \"14\", \"condition_ratio\": 1.96}, {\"campaign\": \"1\", \"condition_ratio\": 1.8311507936507936}, {\"campaign\": \"3\", \"condition_ratio\": 1.8013959390862944}, {\"campaign\": \"8\", \"condition_ratio\": 1.7820512820512822}, {\"campaign\": \"2\", \"condition_ratio\": 1.7224919093851132}, {\"campaign\": \"11\", \"condition_ratio\": 1.7118644067796611}, {\"campaign\": \"12\", \"condition_ratio\": 1.6938775510204083}, {\"campaign\": \"10\", \"condition_ratio\": 1.68}, {\"campaign\": \"5\", \"condition_ratio\": 1.646067415730337}, {\"campaign\": \"6\", \"condition_ratio\": 1.643765903307888}, {\"campaign\": \"15\", \"condition_ratio\": 1.6428571428571428}, {\"campaign\": \"17\", \"condition_ratio\": 1.5909090909090908}, {\"campaign\": \"4\", \"condition_ratio\": 1.5649409627611262}, {\"campaign\": \"21\", \"condition_ratio\": 1.5454545454545454}, {\"campaign\": \"7\", \"condition_ratio\": 1.5260869565217392}, {\"campaign\": \"25\", \"condition_ratio\": 1.5}, {\"campaign\": \"9\", \"condition_ratio\": 1.4587155963302751}, {\"campaign\": \"22\", \"condition_ratio\": 1.4285714285714286}, {\"campaign\": \"16\", \"condition_ratio\": 1.3333333333333333}, {\"campaign\": \"23\", \"condition_ratio\": 1.3333333333333333}, {\"campaign\": \"24\", \"condition_ratio\": 1.25}, {\"campaign\": \"29\", \"condition_ratio\": 1.2}, {\"campaign\": \"20\", \"condition_ratio\": 1.1538461538461537}, {\"campaign\": \"18\", \"condition_ratio\": 1.0}, {\"campaign\": \"27\", \"condition_ratio\": 1.0}, {\"campaign\": \"30\", \"condition_ratio\": 1.0}, {\"campaign\": \"31\", \"condition_ratio\": 1.0}, {\"campaign\": \"32\", \"condition_ratio\": 1.0}, {\"campaign\": \"34\", \"condition_ratio\": 1.0}, {\"campaign\": \"19\", \"condition_ratio\": 0.4230769230769231}, {\"campaign\": \"38\", \"condition_ratio\": 0.0}, {\"campaign\": \"39\", \"condition_ratio\": 0.0}, {\"campaign\": \"51\", \"condition_ratio\": 0.0}, {\"campaign\": \"36\", \"condition_ratio\": null}, {\"campaign\": \"37\", \"condition_ratio\": null}, {\"campaign\": \"41\", \"condition_ratio\": null}, {\"campaign\": \"43\", \"condition_ratio\": null}, {\"campaign\": \"44\", \"condition_ratio\": null}, {\"campaign\": \"46\", \"condition_ratio\": null}, {\"campaign\": \"50\", \"condition_ratio\": null}, {\"campaign\": \"55\", \"condition_ratio\": null}, {\"campaign\": \"58\", \"condition_ratio\": null}, {\"campaign\": \"63\", \"condition_ratio\": null}], \"row_count_returned\": 48, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8f7c6e6bac0ac23d7c868cd5141073cb758ad31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:58:03.999592+00:00", + "ended_at": "2026-05-04T06:58:16.311285+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_e98ce9385a7f3dc5", + "problem_id": "v2p_m8_dfc5ccc9d465781d", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=campaign, condition_col=education.", + "bindings": { + "group_col": "campaign", + "condition_col": "education", + "condition_value": "secondary", + "positive_value": "secondary", + "negative_value": "tertiary", + "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": 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", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_e98ce9385a7f3dc5.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_e98ce9385a7f3dc5", + "api_calls": 0, + "input_tokens": 22811, + "cached_input_tokens": 19840, + "output_tokens": 191, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12224.91, + "sql_execution_elapsed_ms_total": 36.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_e98ce9385a7f3dc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ceeb389c8ff56ce3420cc417102baa5fd677bddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_e98ce9385a7f3dc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:16.254147+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12224.91, "started_at": "2026-05-04T06:58:04.010280+00:00", "ended_at": "2026-05-04T06:58:16.235294+00:00", "prompt_metrics": {"chars": 9789, "bytes_utf8": 9789, "lines": 303, "estimated_tokens": 2720}, "response_metrics": {"chars": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22811, "cached_input_tokens": 19840, "output_tokens": 191}, "stderr_preview": "2026-05-04T06:58:04.266478Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:06.811941Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=poutcome, condition_col=loan.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "poutcome", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c30b41fe59b0a80b9443f32bf9cbf0f025293e2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-2f47-7a61-8c93-844e65e6d97b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"poutcome\\\",\\n SUM(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"poutcome\\\"\\n)\\nSELECT \\\"poutcome\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"poutcome\\\" and condition_col=\\\"loan\\\", using positive_value='no' and negative_value='yes'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22812,"cached_input_tokens":21888,"output_tokens":197}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..856c5a5ebf41d808fbe50d3fcf3e4ec651369136 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"poutcome\",\n SUM(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"poutcome\"\n)\nSELECT \"poutcome\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with group_col=\"poutcome\" and condition_col=\"loan\", using positive_value='no' and negative_value='yes'. 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_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8225de7bac5f31e703bae1e1356903d3eb45d887 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:41.670154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:44.116444Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:52.936877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0fcb1acc4770fddbdd894b4d3fdedd8b205c0bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=poutcome, condition_col=loan. +Result preview: [{"poutcome": "success", "condition_ratio": 17.426829268292682}, {"poutcome": "other", "condition_ratio": 5.943396226415095}, {"poutcome": "failure", "condition_ratio": 5.332041343669251}, {"poutcome": "unknown", "condition_ratio": 5.036093418259023}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ed2599d34527fe842fefdc2f69c142654a65be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_eb074934dc4a3778 +-- problem_id: v2p_m8_73fd49cebf5affc2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "poutcome", + SUM(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "poutcome" +) +SELECT "poutcome", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c504ec48d30e4d1446a6e08e2910097a4b257056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"poutcome\",\n SUM(CASE WHEN \"loan\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"loan\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"poutcome\"\n)\nSELECT \"poutcome\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"poutcome\\\",\\n SUM(CASE WHEN \\\"loan\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"loan\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"poutcome\\\"\\n)\\nSELECT \\\"poutcome\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"poutcome\", \"condition_ratio\"], \"rows\": [{\"poutcome\": \"success\", \"condition_ratio\": 17.426829268292682}, {\"poutcome\": \"other\", \"condition_ratio\": 5.943396226415095}, {\"poutcome\": \"failure\", \"condition_ratio\": 5.332041343669251}, {\"poutcome\": \"unknown\", \"condition_ratio\": 5.036093418259023}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..813ab5a46639bbb94d7799d2705abf909a31725c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:58:41.433774+00:00", + "ended_at": "2026-05-04T06:58:53.908503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_eb074934dc4a3778", + "problem_id": "v2p_m8_73fd49cebf5affc2", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=poutcome, condition_col=loan.", + "bindings": { + "group_col": "poutcome", + "condition_col": "loan", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_eb074934dc4a3778.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_eb074934dc4a3778", + "api_calls": 0, + "input_tokens": 22812, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 23009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2721, + "estimated_output_tokens": 181, + "estimated_total_tokens": 2902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12409.06, + "sql_execution_elapsed_ms_total": 32.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_eb074934dc4a3778\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce08522afa1cdac7062bfc64956daac370f0a86f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb074934dc4a3778/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:53.866598+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12409.06, "started_at": "2026-05-04T06:58:41.441179+00:00", "ended_at": "2026-05-04T06:58:53.849929+00:00", "prompt_metrics": {"chars": 9762, "bytes_utf8": 9762, "lines": 303, "estimated_tokens": 2721}, "response_metrics": {"chars": 685, "bytes_utf8": 685, "lines": 1, "estimated_tokens": 181}, "usage": {"input_tokens": 22812, "cached_input_tokens": 21888, "output_tokens": 197}, "stderr_preview": "2026-05-04T06:58:41.670154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:44.116444Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=pdays, measure_col=previous.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "pdays", + "measure_col": "previous", + "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 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_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e76e02a524b31c5279d83ccde407250d5e39b779 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-2f47-7bb2-bdec-494d6eac88bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"pdays\\\",\\n AVG(CAST(\\\"previous\\\" AS REAL)) OVER (PARTITION BY \\\"pdays\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"pdays\\\" and measure_col=\\\"previous\\\". Cast \\\"previous\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22612,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaa4a0bac566098e92379f5fcc4733f013ebd561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"pdays\",\n AVG(CAST(\"previous\" AS REAL)) OVER (PARTITION BY \"pdays\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"pdays\" and measure_col=\"previous\". Cast \"previous\" 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_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a779789364e3b58c50fd2cfeedaae376e1301127 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:58.344479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:00.758505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:08.750763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b358e450d3b673948107154a88ca60cd5215785f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/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=pdays, measure_col=previous. +Result preview: [{"pdays": "776", "avg_measure": 55.0}, {"pdays": "778", "avg_measure": 41.0}, {"pdays": "46", "avg_measure": 21.0}, {"pdays": "262", "avg_measure": 13.423076923076923}, {"pdays": "530", "avg_measure": 12.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4fceb6fe17c8f8cc2253d9a367acfbdf64aa6de2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_eb709b90739f5207 +-- problem_id: v2p_m8_a0c116ce849580cd +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "pdays", + AVG(CAST("previous" AS REAL)) OVER (PARTITION BY "pdays") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed35d385991555e1e8b2e1d454936b9b41ab139d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/query_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 \"pdays\",\n AVG(CAST(\"previous\" AS REAL)) OVER (PARTITION BY \"pdays\") AS avg_measure\nFROM \"m8\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"pdays\\\",\\n AVG(CAST(\\\"previous\\\" AS REAL)) OVER (PARTITION BY \\\"pdays\\\") AS avg_measure\\nFROM \\\"m8\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"pdays\", \"avg_measure\"], \"rows\": [{\"pdays\": \"776\", \"avg_measure\": 55.0}, {\"pdays\": \"778\", \"avg_measure\": 41.0}, {\"pdays\": \"46\", \"avg_measure\": 21.0}, {\"pdays\": \"262\", \"avg_measure\": 13.423076923076923}, {\"pdays\": \"530\", \"avg_measure\": 12.0}, {\"pdays\": \"808\", \"avg_measure\": 12.0}, {\"pdays\": \"47\", \"avg_measure\": 11.0}, {\"pdays\": \"774\", \"avg_measure\": 11.0}, {\"pdays\": \"455\", \"avg_measure\": 9.0}, {\"pdays\": \"158\", \"avg_measure\": 8.285714285714286}, {\"pdays\": \"424\", \"avg_measure\": 8.0}, {\"pdays\": \"69\", \"avg_measure\": 8.0}, {\"pdays\": \"237\", \"avg_measure\": 7.833333333333333}, {\"pdays\": \"235\", \"avg_measure\": 7.2}, {\"pdays\": \"229\", \"avg_measure\": 7.0}, {\"pdays\": \"25\", \"avg_measure\": 7.0}, {\"pdays\": \"376\", \"avg_measure\": 7.0}, {\"pdays\": \"445\", \"avg_measure\": 7.0}, {\"pdays\": \"528\", \"avg_measure\": 7.0}, {\"pdays\": \"558\", \"avg_measure\": 7.0}, {\"pdays\": \"656\", \"avg_measure\": 7.0}, {\"pdays\": \"779\", \"avg_measure\": 7.0}, {\"pdays\": \"43\", \"avg_measure\": 6.5}, {\"pdays\": \"555\", \"avg_measure\": 6.5}, {\"pdays\": \"224\", \"avg_measure\": 6.375}, {\"pdays\": \"223\", \"avg_measure\": 6.333333333333333}, {\"pdays\": \"459\", \"avg_measure\": 6.333333333333333}, {\"pdays\": \"288\", \"avg_measure\": 6.25}, {\"pdays\": \"256\", \"avg_measure\": 6.176470588235294}, {\"pdays\": \"284\", \"avg_measure\": 6.142857142857143}, {\"pdays\": \"248\", \"avg_measure\": 6.0}, {\"pdays\": \"292\", \"avg_measure\": 6.0}, {\"pdays\": \"3\", \"avg_measure\": 6.0}, {\"pdays\": \"411\", \"avg_measure\": 6.0}, {\"pdays\": \"489\", \"avg_measure\": 6.0}, {\"pdays\": \"585\", \"avg_measure\": 6.0}, {\"pdays\": \"594\", \"avg_measure\": 6.0}, {\"pdays\": \"683\", \"avg_measure\": 6.0}, {\"pdays\": \"701\", \"avg_measure\": 6.0}, {\"pdays\": \"222\", \"avg_measure\": 5.75}, {\"pdays\": \"296\", \"avg_measure\": 5.7272727272727275}, {\"pdays\": \"238\", \"avg_measure\": 5.6923076923076925}, {\"pdays\": \"13\", \"avg_measure\": 5.666666666666667}, {\"pdays\": \"53\", \"avg_measure\": 5.666666666666667}, {\"pdays\": \"315\", \"avg_measure\": 5.583333333333333}, {\"pdays\": \"113\", \"avg_measure\": 5.575757575757576}, {\"pdays\": \"436\", \"avg_measure\": 5.5}, {\"pdays\": \"52\", \"avg_measure\": 5.5}, {\"pdays\": \"353\", \"avg_measure\": 5.4}, {\"pdays\": \"331\", \"avg_measure\": 5.391304347826087}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 125.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00e3cf5fea629ea3527373f6e0d6603773f8f2f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:01:58.017919+00:00", + "ended_at": "2026-05-04T07:02:09.989620+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_eb709b90739f5207", + "problem_id": "v2p_m8_a0c116ce849580cd", + "dataset_id": "m8", + "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=pdays, measure_col=previous.", + "bindings": { + "group_col": "pdays", + "measure_col": "previous", + "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 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_c\\m8\\sql\\v2q_m8_eb709b90739f5207.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_eb709b90739f5207", + "api_calls": 0, + "input_tokens": 22612, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2521, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2620, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11773.68, + "sql_execution_elapsed_ms_total": 125.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_eb709b90739f5207\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de1f7f9a546d285f2d516c3714e68b972c687545 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_eb709b90739f5207/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:09.853957+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11773.68, "started_at": "2026-05-04T07:01:58.026834+00:00", "ended_at": "2026-05-04T07:02:09.800753+00:00", "prompt_metrics": {"chars": 9039, "bytes_utf8": 9039, "lines": 300, "estimated_tokens": 2521}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22612, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:01:58.344479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:00.758505Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=job, condition_col=marital.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "job", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af43c0671f3db82738eb3c4cf516b331918d871a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-b777-7c72-9c51-90a6e97eba2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"job\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"job\\\" and condition_col=\\\"marital\\\", measuring the within-job proportion of rows where marital='married'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22666,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05294aa094ceff2fc65de24b29d036762824deca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"job\",\n AVG(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"job\" and condition_col=\"marital\", measuring the within-job proportion of rows where marital='married'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..021e90cea0ed87883bfe4010ae5a4f64109d3aa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:59.918430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:02.311032Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:10.063932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26fd8ccf92003df6dba7e917156212e74967d7e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/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=job, condition_col=marital. +Result preview: [{"job": "retired", "condition_rate": 0.7645759717314488}, {"job": "housemaid", "condition_rate": 0.7354838709677419}, {"job": "entrepreneur", "condition_rate": 0.7195696032279758}, {"job": "blue-collar", "condition_rate": 0.7159884915741882}, {"job": "unknown", "condition_rate": 0.7048611111111112}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6143cf9f1bc7a527c4c9d5399a4dab7b2198590 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ebba4e1e93214e79 +-- problem_id: v2p_m8_ddc6a70439ef7a80 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", + AVG(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "job" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad226ed3bc557112eaed768566cce35de5e7dafa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/query_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 \"job\",\n AVG(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"job\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"job\\\",\\n AVG(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"job\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"job\", \"condition_rate\"], \"rows\": [{\"job\": \"retired\", \"condition_rate\": 0.7645759717314488}, {\"job\": \"housemaid\", \"condition_rate\": 0.7354838709677419}, {\"job\": \"entrepreneur\", \"condition_rate\": 0.7195696032279758}, {\"job\": \"blue-collar\", \"condition_rate\": 0.7159884915741882}, {\"job\": \"unknown\", \"condition_rate\": 0.7048611111111112}, {\"job\": \"self-employed\", \"condition_rate\": 0.6288790373654212}, {\"job\": \"services\", \"condition_rate\": 0.5794415021665864}, {\"job\": \"management\", \"condition_rate\": 0.5709452315500105}, {\"job\": \"unemployed\", \"condition_rate\": 0.5610130468150422}, {\"job\": \"technician\", \"condition_rate\": 0.5333684349085165}, {\"job\": \"admin.\", \"condition_rate\": 0.5207890156642816}, {\"job\": \"student\", \"condition_rate\": 0.057569296375266525}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d068a27fff227d307f5a7370145adf5c4e483774 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:55:59.700196+00:00", + "ended_at": "2026-05-04T06:56:11.064549+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ebba4e1e93214e79", + "problem_id": "v2p_m8_ddc6a70439ef7a80", + "dataset_id": "m8", + "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=job, condition_col=marital.", + "bindings": { + "group_col": "job", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_ebba4e1e93214e79.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ebba4e1e93214e79", + "api_calls": 0, + "input_tokens": 22666, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 22790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2575, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11306.9, + "sql_execution_elapsed_ms_total": 34.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ebba4e1e93214e79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..970ddc68147f2741cf08330c1a8466498a689896 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ebba4e1e93214e79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:11.030840+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11306.9, "started_at": "2026-05-04T06:55:59.707342+00:00", "ended_at": "2026-05-04T06:56:11.011432+00:00", "prompt_metrics": {"chars": 9215, "bytes_utf8": 9215, "lines": 303, "estimated_tokens": 2575}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22666, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T06:55:59.918430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:02.311032Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=education, measure_col=previous, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "education", + "measure_col": "previous", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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},\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_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d11c4438e9565bfe614ccab6809dc640ad94b9f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,309 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=education, measure_col=previous, condition_col=marital.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "education", + "measure_col": "previous", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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},\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 \"education\",\n CAST(\"previous\" AS REAL) AS \"previous_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"education\" ORDER BY \"previous_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"education\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"education\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"education\", \"cnt\"\n)\nSELECT\n r.\"education\",\n r.\"previous_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"education\" = t.\"education\"\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_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c37b318283650a78c264d328d82fe731eca0077c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-a5f4-7741-a924-ef6b980041ea"} +{"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 \\\"education\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"previous_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"education\\\" ORDER BY \\\"previous_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"education\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"education\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"education\\\",\\n r.\\\"previous_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"education\\\" = t.\\\"education\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 90th percentile as the nearest-rank value within each education group after filtering rows where marital = 'single'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22715,"cached_input_tokens":21888,"output_tokens":353}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..998238eecc8f8e5072436943451b7b4207ee58f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"education\",\n CAST(\"previous\" AS REAL) AS \"previous_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"education\" ORDER BY \"previous_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"education\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"education\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"education\", \"cnt\"\n)\nSELECT\n r.\"education\",\n r.\"previous_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"education\" = t.\"education\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 90th percentile as the nearest-rank value within each education group after filtering rows where marital = 'single'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf7933472b203be735ba829161a5e8882882687 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-e1bd-7e01-ac30-d29618a86758"} +{"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 \\\"education\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"previous_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"education\\\" ORDER BY \\\"previous_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"education\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"education\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"education\\\",\\n r.\\\"previous_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"education\\\" = t.\\\"education\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic to compute the 0.9 nearest-rank position per education group for rows where marital = 'single'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23006,"cached_input_tokens":19840,"output_tokens":468}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..274377a050a94f6ce5aceeb774405e3ecdc5a9cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"education\",\n CAST(\"previous\" AS REAL) AS \"previous_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"education\" ORDER BY \"previous_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"education\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"education\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"education\", \"cnt\"\n)\nSELECT\n r.\"education\",\n r.\"previous_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"education\" = t.\"education\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic to compute the 0.9 nearest-rank position per education group for rows where marital = 'single'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0bf501b756a148a334b5854dc78da9d07a6e89a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:34.353240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:36.936927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:48.686943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fb950e5f068d9cbd67b3b97b57feb2c26b0e5e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:49.569430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:52.062176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:05.950018Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ab58725b0b1eec14f2983f9342cd98f69bd340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/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=education, measure_col=previous, condition_col=marital. +Result preview: [{"education": "primary", "conditional_percentile": 2.0}, {"education": "secondary", "conditional_percentile": 2.0}, {"education": "tertiary", "conditional_percentile": 2.0}, {"education": "unknown", "conditional_percentile": 2.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aadac63b334227e1c60c8bebd2f899b9a0245acc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ed07aa6104256d42 +-- problem_id: v2p_m8_162f9c3a5b029cdc +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "education", + CAST("previous" AS REAL) AS "previous_value" + FROM "m8" + WHERE "marital" = 'single' +), +"ranked" AS ( + SELECT + "education", + "previous_value", + ROW_NUMBER() OVER (PARTITION BY "education" ORDER BY "previous_value") AS "rn", + COUNT(*) OVER (PARTITION BY "education") AS "cnt" + FROM "filtered" +), +"target" AS ( + SELECT + "education", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "education", "cnt" +) +SELECT + r."education", + r."previous_value" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "target" AS t + ON r."education" = t."education" + AND r."rn" = t."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..950bc628624ef5cff9387e09177f7f31f2b06de0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/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 \"education\",\n CAST(\"previous\" AS REAL) AS \"previous_value\"\n FROM \"m8\"\n WHERE \"marital\" = 'single'\n),\n\"ranked\" AS (\n SELECT\n \"education\",\n \"previous_value\",\n ROW_NUMBER() OVER (PARTITION BY \"education\" ORDER BY \"previous_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"education\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"education\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"education\", \"cnt\"\n)\nSELECT\n r.\"education\",\n r.\"previous_value\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"education\" = t.\"education\"\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 \\\"education\\\",\\n CAST(\\\"previous\\\" AS REAL) AS \\\"previous_value\\\"\\n FROM \\\"m8\\\"\\n WHERE \\\"marital\\\" = 'single'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"education\\\",\\n \\\"previous_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"education\\\" ORDER BY \\\"previous_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"education\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"education\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"education\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"education\\\",\\n r.\\\"previous_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"education\\\" = t.\\\"education\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"education\", \"conditional_percentile\"], \"rows\": [{\"education\": \"primary\", \"conditional_percentile\": 2.0}, {\"education\": \"secondary\", \"conditional_percentile\": 2.0}, {\"education\": \"tertiary\", \"conditional_percentile\": 2.0}, {\"education\": \"unknown\", \"conditional_percentile\": 2.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 74.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b07ca282476760e6b9785eb9b055bf461378d9c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:03:33.959892+00:00", + "ended_at": "2026-05-04T07:04:06.548560+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ed07aa6104256d42", + "problem_id": "v2p_m8_162f9c3a5b029cdc", + "dataset_id": "m8", + "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=education, measure_col=previous, condition_col=marital.", + "bindings": { + "group_col": "education", + "measure_col": "previous", + "condition_col": "marital", + "condition_value": "single", + "positive_value": "married", + "negative_value": "single", + "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", + "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=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_c\\m8\\sql\\v2q_m8_ed07aa6104256d42.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ed07aa6104256d42", + "api_calls": 0, + "input_tokens": 45721, + "cached_input_tokens": 41728, + "output_tokens": 821, + "total_tokens": 46542, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5539, + "estimated_output_tokens": 602, + "estimated_total_tokens": 6141, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32452.2, + "sql_execution_elapsed_ms_total": 74.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ed07aa6104256d42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06306d4db56b3fc0ecb03b76b1b5e25822bd1fcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ed07aa6104256d42/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:03:49.313646+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15328.36, "started_at": "2026-05-04T07:03:33.967539+00:00", "ended_at": "2026-05-04T07:03:49.293120+00:00", "prompt_metrics": {"chars": 9476, "bytes_utf8": 9476, "lines": 305, "estimated_tokens": 2624}, "response_metrics": {"chars": 1085, "bytes_utf8": 1085, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22715, "cached_input_tokens": 21888, "output_tokens": 353}, "stderr_preview": "2026-05-04T07:03:34.353240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:36.936927Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=age.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "age", + "predicate_col": "loan", + "predicate_op": "=", + "predicate_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9d286aa7a539362f832f35f8d8dd5f59dc65e8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-c7d4-7b83-bec0-79f2a5985ced"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"loan\\\" = 'yes'\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"age\\\", predicate_col=\\\"loan\\\", predicate_op=\\\"=\\\", predicate_value='yes', top_k=10. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22647,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdaac45a15ab045abe522e97cee4df16826c3421 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"loan\" = 'yes'\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"age\", predicate_col=\"loan\", predicate_op=\"=\", predicate_value='yes', 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_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..125677586dadd3d7a789e73bfb6a57042bff0334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:27.210832Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:29.489844Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:37.016003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dae7b46e4fb8acb18fbf01dc18727648e380a3cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/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=age. +Result preview: [{"age": "32", "support": 335}, {"age": "35", "support": 318}, {"age": "33", "support": 307}, {"age": "34", "support": 295}, {"age": "31", "support": 295}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..295bbb0d08f1818d36eca3f95f098de6063258ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f275dd6948a96ee8 +-- problem_id: v2p_m8_724538c5ad4c53fb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE "loan" = 'yes' +GROUP BY "age" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bed0d2fc89db383188f00994828f765d7938c722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/query_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 \"age\", COUNT(*) AS support\nFROM \"m8\"\nWHERE \"loan\" = 'yes'\nGROUP BY \"age\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"age\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"loan\\\" = 'yes'\\nGROUP BY \\\"age\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"age\", \"support\"], \"rows\": [{\"age\": \"32\", \"support\": 335}, {\"age\": \"35\", \"support\": 318}, {\"age\": \"33\", \"support\": 307}, {\"age\": \"34\", \"support\": 295}, {\"age\": \"31\", \"support\": 295}, {\"age\": \"30\", \"support\": 288}, {\"age\": \"36\", \"support\": 260}, {\"age\": \"37\", \"support\": 259}, {\"age\": \"40\", \"support\": 230}, {\"age\": \"39\", \"support\": 229}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9988851460e330da62c457d0e6bc17b7b1050de9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:12:26.948927+00:00", + "ended_at": "2026-05-04T07:12:37.956929+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f275dd6948a96ee8", + "problem_id": "v2p_m8_724538c5ad4c53fb", + "dataset_id": "m8", + "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=age.", + "bindings": { + "group_col": "age", + "predicate_col": "loan", + "predicate_op": "=", + "predicate_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_f275dd6948a96ee8.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f275dd6948a96ee8", + "api_calls": 0, + "input_tokens": 22647, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22771, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2558, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10929.43, + "sql_execution_elapsed_ms_total": 15.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f275dd6948a96ee8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c30fa242787f4e7ca5ffd9337850b4d8697a65a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f275dd6948a96ee8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:37.909449+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10929.43, "started_at": "2026-05-04T07:12:26.958375+00:00", "ended_at": "2026-05-04T07:12:37.887693+00:00", "prompt_metrics": {"chars": 9132, "bytes_utf8": 9132, "lines": 302, "estimated_tokens": 2558}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22647, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:12:27.210832Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:29.489844Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=marital.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "marital", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 21.0, + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f007df174b5b2863d1cfd038941285b5f21ed4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-8a7d-7480-947c-9b59af830b16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 21.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"marital\\\" and predicate on \\\"day\\\" >= 21.0. Cast \\\"day\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22652,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..576f710bbc1121869097c3bb5a484f575130435a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"day\" AS REAL) >= 21.0\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"marital\" and predicate on \"day\" >= 21.0. Cast \"day\" 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_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..884663bb05897eb6b6fb1c50076d281fdeb1ff73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:17.030635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:19.347537Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:26.294361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..194eb1256f75d291c6544d066b31842f8dabf375 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/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=marital. +Result preview: [{"marital": "married", "support": 7763}, {"marital": "single", "support": 3878}, {"marital": "divorced", "support": 1456}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae9d1ff90d2489f5756cbb20991fb9818a129c2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f2b9a7a9725a9af7 +-- problem_id: v2p_m8_98e2512e0e361d32 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE CAST("day" AS REAL) >= 21.0 +GROUP BY "marital" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a84a852e9943e42e4b4f4906432787e445c844c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/query_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 \"marital\", COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"day\" AS REAL) >= 21.0\nGROUP BY \"marital\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"marital\\\", COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 21.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"marital\", \"support\"], \"rows\": [{\"marital\": \"married\", \"support\": 7763}, {\"marital\": \"single\", \"support\": 3878}, {\"marital\": \"divorced\", \"support\": 1456}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f02f717ea15cb4797a3dbe38a557d4602606c51c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:13:16.771000+00:00", + "ended_at": "2026-05-04T07:13:27.101442+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f2b9a7a9725a9af7", + "problem_id": "v2p_m8_98e2512e0e361d32", + "dataset_id": "m8", + "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=marital.", + "bindings": { + "group_col": "marital", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 21.0, + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\m8\\sql\\v2q_m8_f2b9a7a9725a9af7.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f2b9a7a9725a9af7", + "api_calls": 0, + "input_tokens": 22652, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2563, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10278.73, + "sql_execution_elapsed_ms_total": 17.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f2b9a7a9725a9af7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58a0bbf1674d9842d1bbad99da9ffb3a28e40100 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:27.073897+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10278.73, "started_at": "2026-05-04T07:13:16.779234+00:00", "ended_at": "2026-05-04T07:13:27.057986+00:00", "prompt_metrics": {"chars": 9139, "bytes_utf8": 9139, "lines": 302, "estimated_tokens": 2563}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22652, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:13:17.030635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:19.347537Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 21.0\\nGROUP BY \\\"marital\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"marital\\\" and predicate on \\\"day\\\" >= 21.0. Cast \\\"day\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13af083a8f9c9ea9b45c4bcd2a632c84d54caedf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f2b9a7a9725a9af7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f2b9a7a9725a9af7", + "api_calls": 0, + "input_tokens": 22652, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2563, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10278.73, + "sql_execution_elapsed_ms_total": 17.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f2b9a7a9725a9af7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ea91a43808ca359418c412fd2841e985052d4c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9531, "bytes_utf8": 9531, "lines": 306, "estimated_tokens": 2679}} +{"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": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22768, "cached_input_tokens": 21888, "output_tokens": 199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12f2f59d32434c284513e475e966aa3f6370221e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3051e66bebfc803", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 21888, + "output_tokens": 199, + "total_tokens": 22967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14959.69, + "sql_execution_elapsed_ms_total": 46.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f3051e66bebfc803\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b4ccfaaa75429c9b39b0b223904f74377ddc5d84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/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": "2026-05-04T07:21:58.858430+00:00", + "ended_at": "2026-05-04T07:22:13.818950+00:00", + "elapsed_ms": 14959.69, + "prompt_metrics": { + "chars": 9531, + "bytes_utf8": 9531, + "lines": 306, + "estimated_tokens": 2679 + }, + "stdout_metrics": { + "chars": 949, + "bytes_utf8": 949, + "lines": 4, + "estimated_tokens": 283 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13258 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 585, + "bytes_utf8": 585, + "lines": 1, + "estimated_tokens": 153 + }, + "usage": { + "input_tokens": 22768, + "cached_input_tokens": 21888, + "output_tokens": 199 + } + }, + "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_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d96af05b49fd39ee278155868b7ec83b1d835e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, group_col_2=y, measure_col=previous.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "poutcome", + "group_col_2": "y", + "measure_col": "previous", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "yes", + "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}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c69bf5b2da3fd2543c242a8b70db91a33a99a17a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-81cc-7b63-b048-6f188ff1e807"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"poutcome\\\", \\\"y\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"housing\\\" = 'yes'\\nGROUP BY \\\"poutcome\\\", \\\"y\\\"\\nORDER BY \\\"poutcome\\\", \\\"y\\\";\",\"notes\":\"Applied the provided two-dimensional summary template with fixed bindings: group_col=\\\"poutcome\\\", group_col_2=\\\"y\\\", measure_col=\\\"previous\\\", predicate_col=\\\"housing\\\". Cast \\\"previous\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22768,"cached_input_tokens":21888,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1541b0650b442f302cbb4784d6338099cfa45f84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"poutcome\", \"y\",\n SUM(CAST(\"previous\" AS REAL)) AS sum_measure,\n AVG(CAST(\"previous\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"housing\" = 'yes'\nGROUP BY \"poutcome\", \"y\"\nORDER BY \"poutcome\", \"y\";","notes":"Applied the provided two-dimensional summary template with fixed bindings: group_col=\"poutcome\", group_col_2=\"y\", measure_col=\"previous\", predicate_col=\"housing\". Cast \"previous\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f16b8fc7ebee38cc30b0e28744bb5fa8812cfd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:59.070665Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:01.561413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:13.099939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3a36a6465dedbf319ca33675b0cfbee223c6197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, group_col_2=y, measure_col=previous. +Result preview: [{"poutcome": "failure", "y": "no", "sum_measure": 9030.0, "avg_measure": 2.8378378378378377, "support": 3182}, {"poutcome": "failure", "y": "yes", "sum_measure": 1003.0, "avg_measure": 3.482638888888889, "support": 288}, {"poutcome": "other", "y": "no", "sum_measure": 4483.0, "avg_measure": 4.127992633517495, "support": 1086}, {"poutcome": "other", "y": "yes", "sum_measure": 424.0, "avg_measure": 3.752212389380531, "support": 113}, {"poutcome": "success", "y": "no", "sum_measure": 679.0, "avg_measure": 3.0585585585585586, "support": 222}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0849e1e05a7642578b71b9a622a0300fcf3bafdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_f3051e66bebfc803 +-- problem_id: v2p_m8_411040404b3c12e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", "y", + SUM(CAST("previous" AS REAL)) AS sum_measure, + AVG(CAST("previous" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "housing" = 'yes' +GROUP BY "poutcome", "y" +ORDER BY "poutcome", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43cb125589eb5ca2805f6a433ca503b4d669a9d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/query_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_two_dimensional_summary\nSELECT \"poutcome\", \"y\",\n SUM(CAST(\"previous\" AS REAL)) AS sum_measure,\n AVG(CAST(\"previous\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE \"housing\" = 'yes'\nGROUP BY \"poutcome\", \"y\"\nORDER BY \"poutcome\", \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"poutcome\\\", \\\"y\\\",\\n SUM(CAST(\\\"previous\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"previous\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE \\\"housing\\\" = 'yes'\\nGROUP BY \\\"poutcome\\\", \\\"y\\\"\\nORDER BY \\\"poutcome\\\", \\\"y\\\";\", \"columns\": [\"poutcome\", \"y\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"poutcome\": \"failure\", \"y\": \"no\", \"sum_measure\": 9030.0, \"avg_measure\": 2.8378378378378377, \"support\": 3182}, {\"poutcome\": \"failure\", \"y\": \"yes\", \"sum_measure\": 1003.0, \"avg_measure\": 3.482638888888889, \"support\": 288}, {\"poutcome\": \"other\", \"y\": \"no\", \"sum_measure\": 4483.0, \"avg_measure\": 4.127992633517495, \"support\": 1086}, {\"poutcome\": \"other\", \"y\": \"yes\", \"sum_measure\": 424.0, \"avg_measure\": 3.752212389380531, \"support\": 113}, {\"poutcome\": \"success\", \"y\": \"no\", \"sum_measure\": 679.0, \"avg_measure\": 3.0585585585585586, \"support\": 222}, {\"poutcome\": \"success\", \"y\": \"yes\", \"sum_measure\": 880.0, \"avg_measure\": 3.534136546184739, \"support\": 249}, {\"poutcome\": \"unknown\", \"y\": \"no\", \"sum_measure\": 2.0, \"avg_measure\": 0.00010692328254477412, \"support\": 18705}, {\"poutcome\": \"unknown\", \"y\": \"yes\", \"sum_measure\": 1.0, \"avg_measure\": 0.0007782101167315176, \"support\": 1285}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..246bc40d0c29e1d7c91e1c0d21765a3d4e0b8468 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:21:58.849219+00:00", + "ended_at": "2026-05-04T07:22:13.898668+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f3051e66bebfc803", + "problem_id": "v2p_m8_411040404b3c12e3", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=poutcome, group_col_2=y, measure_col=previous.", + "bindings": { + "group_col": "poutcome", + "group_col_2": "y", + "measure_col": "previous", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "yes", + "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", + "group_col_2", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_f3051e66bebfc803.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3051e66bebfc803", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 21888, + "output_tokens": 199, + "total_tokens": 22967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14959.69, + "sql_execution_elapsed_ms_total": 46.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f3051e66bebfc803\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be15fde008bf2e04eb6df458dcc9b4e1a656e9f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3051e66bebfc803/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:13.841219+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14959.69, "started_at": "2026-05-04T07:21:58.858430+00:00", "ended_at": "2026-05-04T07:22:13.818950+00:00", "prompt_metrics": {"chars": 9531, "bytes_utf8": 9531, "lines": 306, "estimated_tokens": 2679}, "response_metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22768, "cached_input_tokens": 21888, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:21:59.070665Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:01.561413Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=campaign, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6482c131b155f4a51077001d1db013767c38d210 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-cb69-7bf2-8fc0-95ae7d7e967e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"campaign\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=campaign, and target_col=y. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22699,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff7571d3fa068d237a4c7f3d2e4b696d5fcd7227 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"campaign\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=campaign, and target_col=y. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0192e078afc6f9aba39e0cfbf5786bdb50570f1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:53.967669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:56.403204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:04.909457Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1e79003880eb2918ce6657fe0bf3d99ca1848e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=campaign, target_col=y. +Result preview: [{"age": "18", "campaign": "4", "target_rate": 1.0}, {"age": "21", "campaign": "6", "target_rate": 1.0}, {"age": "24", "campaign": "11", "target_rate": 1.0}, {"age": "24", "campaign": "8", "target_rate": 1.0}, {"age": "25", "campaign": "8", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9c871046596833f4e81962ba05aef6b94b3ff5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_f357c16e5f0fe200 +-- problem_id: v2p_m8_01ce6bad031470a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "campaign" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c45078df25f84dc30d6e34293bdca171643c853 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/query_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_two_dim_target_rate\nSELECT \"age\", \"campaign\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"campaign\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"campaign\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"campaign\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"campaign\", \"target_rate\"], \"rows\": [{\"age\": \"18\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"21\", \"campaign\": \"6\", \"target_rate\": 1.0}, {\"age\": \"24\", \"campaign\": \"11\", \"target_rate\": 1.0}, {\"age\": \"24\", \"campaign\": \"8\", \"target_rate\": 1.0}, {\"age\": \"25\", \"campaign\": \"8\", \"target_rate\": 1.0}, {\"age\": \"46\", \"campaign\": \"29\", \"target_rate\": 1.0}, {\"age\": \"50\", \"campaign\": \"32\", \"target_rate\": 1.0}, {\"age\": \"57\", \"campaign\": \"17\", \"target_rate\": 1.0}, {\"age\": \"58\", \"campaign\": \"12\", \"target_rate\": 1.0}, {\"age\": \"63\", \"campaign\": \"7\", \"target_rate\": 1.0}, {\"age\": \"67\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"67\", \"campaign\": \"5\", \"target_rate\": 1.0}, {\"age\": \"68\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"71\", \"campaign\": \"5\", \"target_rate\": 1.0}, {\"age\": \"73\", \"campaign\": \"10\", \"target_rate\": 1.0}, {\"age\": \"75\", \"campaign\": \"11\", \"target_rate\": 1.0}, {\"age\": \"75\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"75\", \"campaign\": \"7\", \"target_rate\": 1.0}, {\"age\": \"79\", \"campaign\": \"9\", \"target_rate\": 1.0}, {\"age\": \"85\", \"campaign\": \"2\", \"target_rate\": 1.0}, {\"age\": \"85\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"87\", \"campaign\": \"2\", \"target_rate\": 1.0}, {\"age\": \"90\", \"campaign\": \"1\", \"target_rate\": 1.0}, {\"age\": \"90\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"92\", \"campaign\": \"3\", \"target_rate\": 1.0}, {\"age\": \"92\", \"campaign\": \"4\", \"target_rate\": 1.0}, {\"age\": \"93\", \"campaign\": \"2\", \"target_rate\": 1.0}, {\"age\": \"95\", \"campaign\": \"17\", \"target_rate\": 1.0}, {\"age\": \"18\", \"campaign\": \"1\", \"target_rate\": 0.8333333333333334}, {\"age\": \"73\", \"campaign\": \"3\", \"target_rate\": 0.8}, {\"age\": \"68\", \"campaign\": \"2\", \"target_rate\": 0.7777777777777778}, {\"age\": \"64\", \"campaign\": \"4\", \"target_rate\": 0.75}, {\"age\": \"84\", \"campaign\": \"1\", \"target_rate\": 0.75}, {\"age\": \"86\", \"campaign\": \"1\", \"target_rate\": 0.75}, {\"age\": \"77\", \"campaign\": \"1\", \"target_rate\": 0.6818181818181818}, {\"age\": \"27\", \"campaign\": \"17\", \"target_rate\": 0.6666666666666666}, {\"age\": \"69\", \"campaign\": \"3\", \"target_rate\": 0.6666666666666666}, {\"age\": \"80\", \"campaign\": \"3\", \"target_rate\": 0.6666666666666666}, {\"age\": \"87\", \"campaign\": \"1\", \"target_rate\": 0.6666666666666666}, {\"age\": \"61\", \"campaign\": \"3\", \"target_rate\": 0.631578947368421}, {\"age\": \"82\", \"campaign\": \"1\", \"target_rate\": 0.625}, {\"age\": \"72\", \"campaign\": \"2\", \"target_rate\": 0.6153846153846154}, {\"age\": \"73\", \"campaign\": \"1\", \"target_rate\": 0.5909090909090909}, {\"age\": \"62\", \"campaign\": \"1\", \"target_rate\": 0.5813953488372093}, {\"age\": \"62\", \"campaign\": \"2\", \"target_rate\": 0.5555555555555556}, {\"age\": \"68\", \"campaign\": \"1\", \"target_rate\": 0.5416666666666666}, {\"age\": \"76\", \"campaign\": \"1\", \"target_rate\": 0.5384615384615384}, {\"age\": \"64\", \"campaign\": \"1\", \"target_rate\": 0.5116279069767442}, {\"age\": \"19\", \"campaign\": \"2\", \"target_rate\": 0.5}, {\"age\": \"19\", \"campaign\": \"4\", \"target_rate\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 61.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c34370991665e454ede4d7d76bc92df27a240ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:53:53.672544+00:00", + "ended_at": "2026-05-04T06:54:05.755427+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f357c16e5f0fe200", + "problem_id": "v2p_m8_01ce6bad031470a9", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=campaign, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "campaign", + "target_col": "y", + "target_value": "yes", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=9" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_f357c16e5f0fe200.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f357c16e5f0fe200", + "api_calls": 0, + "input_tokens": 22699, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2608, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2720, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11973.48, + "sql_execution_elapsed_ms_total": 61.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f357c16e5f0fe200\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..457480d87e3aeb7d07a0d6274ecfb9f747924fb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f357c16e5f0fe200/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:05.684410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11973.48, "started_at": "2026-05-04T06:53:53.688705+00:00", "ended_at": "2026-05-04T06:54:05.663524+00:00", "prompt_metrics": {"chars": 9231, "bytes_utf8": 9231, "lines": 303, "estimated_tokens": 2608}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22699, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T06:53:53.967669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:56.403204Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=education, condition_col=default.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "education", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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 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_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4229708def0a7f75bdaa010cd0b13ccb5663a18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-9764-70e0-a184-ee4c98ca4d39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col bound to education and condition_col bound to default, measuring the rate of rows where default = 'yes' within each education group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22661,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fcc8ac3d1952da23a641a5613e797f49c2bd152 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"education\",\n AVG(CASE WHEN \"default\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col bound to education and condition_col bound to default, measuring the rate of rows where default = 'yes' within each education group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0edb5f932d53e30545ba6dba607c694bc29ecb03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:57.264774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:59.598756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:06.776255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..631936395fecf66341d786aebe5de943c8a388dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/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=education, condition_col=default. +Result preview: [{"education": "secondary", "condition_rate": 0.019739677613998793}, {"education": "primary", "condition_rate": 0.018537439789811705}, {"education": "unknown", "condition_rate": 0.01723209477652127}, {"education": "tertiary", "condition_rate": 0.014886098789564694}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99ff9c898680f76457e5a6591e3abd5e064e0f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f3a91a7b20176ba0 +-- problem_id: v2p_m8_9114ddd939ee3c9c +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "default" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cadf36f927a5b46a75a5b11e52d71611214f852 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/query_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 \"education\",\n AVG(CASE WHEN \"default\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m8\"\nGROUP BY \"education\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"education\\\",\\n AVG(CASE WHEN \\\"default\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"education\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"education\", \"condition_rate\"], \"rows\": [{\"education\": \"secondary\", \"condition_rate\": 0.019739677613998793}, {\"education\": \"primary\", \"condition_rate\": 0.018537439789811705}, {\"education\": \"unknown\", \"condition_rate\": 0.01723209477652127}, {\"education\": \"tertiary\", \"condition_rate\": 0.014886098789564694}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d58ca68bed6aea3393d6709b971192efe10eaa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:56:56.967922+00:00", + "ended_at": "2026-05-04T06:57:07.581475+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f3a91a7b20176ba0", + "problem_id": "v2p_m8_9114ddd939ee3c9c", + "dataset_id": "m8", + "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=education, condition_col=default.", + "bindings": { + "group_col": "education", + "condition_col": "default", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "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", + "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_c\\m8\\sql\\v2q_m8_f3a91a7b20176ba0.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3a91a7b20176ba0", + "api_calls": 0, + "input_tokens": 22661, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2570, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2672, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10549.96, + "sql_execution_elapsed_ms_total": 29.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f3a91a7b20176ba0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..455fa42d75c23ed55a63ae35c2570d0dff701c72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3a91a7b20176ba0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:07.544733+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10549.96, "started_at": "2026-05-04T06:56:56.977474+00:00", "ended_at": "2026-05-04T06:57:07.527482+00:00", "prompt_metrics": {"chars": 9211, "bytes_utf8": 9211, "lines": 303, "estimated_tokens": 2570}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22661, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T06:56:57.264774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:59.598756Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=marital, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..facf077d133d6c977738d185e9b55fe86940e8bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-0159-7060-bf2d-c30e9dcd3f2b"} +{"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 \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=month, and top_k=13. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22679,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..319b3736ce586af19dd8de351b1b5cf9e493059a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=month, and 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_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cc671643121f344db366b206b348913e92538eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:43.675650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:46.257117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:53.799261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b20dbde60f5ef9f7063d20c311c66b7c785a550 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/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=marital, group_col_2=month. +Result preview: [{"marital": "divorced", "month": "dec", "support": 22}, {"marital": "divorced", "month": "mar", "support": 48}, {"marital": "divorced", "month": "sep", "support": 54}, {"marital": "single", "month": "dec", "support": 71}, {"marital": "divorced", "month": "oct", "support": 79}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2044cfbd18cc4710d4aeb3f90a840e96b7e79628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f3f41add0ddd46bb +-- problem_id: v2p_m8_41a6a7b9a41e4abc +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9786e9970e10f97f5e75bbfdef3b354bd0035498 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/query_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 \"marital\",\n \"month\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"month\"\nORDER BY support ASC, \"marital\", \"month\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"month\\\"\\nLIMIT 13;\", \"columns\": [\"marital\", \"month\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"month\": \"dec\", \"support\": 22}, {\"marital\": \"divorced\", \"month\": \"mar\", \"support\": 48}, {\"marital\": \"divorced\", \"month\": \"sep\", \"support\": 54}, {\"marital\": \"single\", \"month\": \"dec\", \"support\": 71}, {\"marital\": \"divorced\", \"month\": \"oct\", \"support\": 79}, {\"marital\": \"married\", \"month\": \"dec\", \"support\": 121}, {\"marital\": \"divorced\", \"month\": \"jan\", \"support\": 167}, {\"marital\": \"single\", \"month\": \"mar\", \"support\": 183}, {\"marital\": \"single\", \"month\": \"sep\", \"support\": 207}, {\"marital\": \"single\", \"month\": \"oct\", \"support\": 242}, {\"marital\": \"married\", \"month\": \"mar\", \"support\": 246}, {\"marital\": \"divorced\", \"month\": \"apr\", \"support\": 270}, {\"marital\": \"divorced\", \"month\": \"feb\", \"support\": 301}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9188d95bcf744550d5a8020697b4e6c5c97ed63d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:36:43.461652+00:00", + "ended_at": "2026-05-04T07:36:54.461422+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f3f41add0ddd46bb", + "problem_id": "v2p_m8_41a6a7b9a41e4abc", + "dataset_id": "m8", + "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=marital, group_col_2=month.", + "bindings": { + "group_col": "marital", + "group_col_2": "month", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_f3f41add0ddd46bb.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f3f41add0ddd46bb", + "api_calls": 0, + "input_tokens": 22679, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2590, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10909.41, + "sql_execution_elapsed_ms_total": 46.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f3f41add0ddd46bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13c246bd5e0bfc238648b5e14c0ebeba03496a40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f3f41add0ddd46bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:54.407387+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10909.41, "started_at": "2026-05-04T07:36:43.473460+00:00", "ended_at": "2026-05-04T07:36:54.383278+00:00", "prompt_metrics": {"chars": 9119, "bytes_utf8": 9119, "lines": 300, "estimated_tokens": 2590}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22679, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:36:43.675650Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:46.257117Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age, condition_col=poutcome.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "age", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c83477927ce120ea4bd5762d85ff414a72403cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-9043-7b30-bdad-b00e34f8b5e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"age\\\",\\n SUM(CASE WHEN \\\"poutcome\\\" = 'unknown' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"poutcome\\\" = 'failure' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\n)\\nSELECT \\\"age\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"age\\\" and condition_col=\\\"poutcome\\\", using positive_value='unknown' and negative_value='failure'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22812,"cached_input_tokens":21888,"output_tokens":195}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6559d3e778e867e6f1bd127e3c91b4550aeeba29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"age\",\n SUM(CASE WHEN \"poutcome\" = 'unknown' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"poutcome\" = 'failure' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"age\"\n)\nSELECT \"age\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with group_col=\"age\" and condition_col=\"poutcome\", using positive_value='unknown' and negative_value='failure'. 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_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c745e692dae4969a5753a8c1f24a11f7d660173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:06.538043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:09.060060Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:17.588666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..07541cb98cf3c9c9ecbd89a60cbdc280b4704c6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age, condition_col=poutcome. +Result preview: [{"age": "78", "condition_ratio": 23.0}, {"age": "24", "condition_ratio": 12.947368421052632}, {"age": "26", "condition_ratio": 12.641509433962264}, {"age": "22", "condition_ratio": 12.625}, {"age": "25", "condition_ratio": 11.097560975609756}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb79445fe90fa33c9d26c86bbdb73bcadca98d7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_f4c270b1881320c2 +-- problem_id: v2p_m8_0a5a409926f45e56 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "age", + SUM(CASE WHEN "poutcome" = 'unknown' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "poutcome" = 'failure' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "age" +) +SELECT "age", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5947e42c312f642333dd5ec44ab9d04c93bfa170 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"age\",\n SUM(CASE WHEN \"poutcome\" = 'unknown' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"poutcome\" = 'failure' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"age\"\n)\nSELECT \"age\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"age\\\",\\n SUM(CASE WHEN \\\"poutcome\\\" = 'unknown' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"poutcome\\\" = 'failure' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"age\\\"\\n)\\nSELECT \\\"age\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"age\", \"condition_ratio\"], \"rows\": [{\"age\": \"78\", \"condition_ratio\": 23.0}, {\"age\": \"24\", \"condition_ratio\": 12.947368421052632}, {\"age\": \"26\", \"condition_ratio\": 12.641509433962264}, {\"age\": \"22\", \"condition_ratio\": 12.625}, {\"age\": \"25\", \"condition_ratio\": 11.097560975609756}, {\"age\": \"49\", \"condition_ratio\": 10.987341772151899}, {\"age\": \"51\", \"condition_ratio\": 9.987804878048781}, {\"age\": \"48\", \"condition_ratio\": 9.858823529411765}, {\"age\": \"59\", \"condition_ratio\": 9.623188405797102}, {\"age\": \"57\", \"condition_ratio\": 9.546666666666667}, {\"age\": \"27\", \"condition_ratio\": 9.417721518987342}, {\"age\": \"56\", \"condition_ratio\": 9.380281690140846}, {\"age\": \"67\", \"condition_ratio\": 9.25}, {\"age\": \"21\", \"condition_ratio\": 8.857142857142858}, {\"age\": \"28\", \"condition_ratio\": 8.83157894736842}, {\"age\": \"55\", \"condition_ratio\": 8.81578947368421}, {\"age\": \"52\", \"condition_ratio\": 8.795454545454545}, {\"age\": \"60\", \"condition_ratio\": 8.75}, {\"age\": \"46\", \"condition_ratio\": 8.63716814159292}, {\"age\": \"30\", \"condition_ratio\": 8.562130177514794}, {\"age\": \"58\", \"condition_ratio\": 8.432432432432432}, {\"age\": \"44\", \"condition_ratio\": 8.385964912280702}, {\"age\": \"47\", \"condition_ratio\": 8.256880733944953}, {\"age\": \"50\", \"condition_ratio\": 8.154639175257731}, {\"age\": \"53\", \"condition_ratio\": 8.076086956521738}, {\"age\": \"45\", \"condition_ratio\": 8.0078125}, {\"age\": \"19\", \"condition_ratio\": 8.0}, {\"age\": \"41\", \"condition_ratio\": 7.889705882352941}, {\"age\": \"23\", \"condition_ratio\": 7.85}, {\"age\": \"29\", \"condition_ratio\": 7.632}, {\"age\": \"54\", \"condition_ratio\": 7.6022727272727275}, {\"age\": \"36\", \"condition_ratio\": 7.442211055276382}, {\"age\": \"31\", \"condition_ratio\": 7.402714932126697}, {\"age\": \"42\", \"condition_ratio\": 7.26056338028169}, {\"age\": \"39\", \"condition_ratio\": 7.260355029585799}, {\"age\": \"61\", \"condition_ratio\": 7.0}, {\"age\": \"43\", \"condition_ratio\": 6.7304964539007095}, {\"age\": \"38\", \"condition_ratio\": 6.676136363636363}, {\"age\": \"76\", \"condition_ratio\": 6.666666666666667}, {\"age\": \"35\", \"condition_ratio\": 6.588744588744588}, {\"age\": \"32\", \"condition_ratio\": 6.482625482625482}, {\"age\": \"34\", \"condition_ratio\": 6.453781512605042}, {\"age\": \"74\", \"condition_ratio\": 6.0}, {\"age\": \"40\", \"condition_ratio\": 5.935135135135135}, {\"age\": \"69\", \"condition_ratio\": 5.8}, {\"age\": \"33\", \"condition_ratio\": 5.608695652173913}, {\"age\": \"37\", \"condition_ratio\": 5.423868312757202}, {\"age\": \"68\", \"condition_ratio\": 5.25}, {\"age\": \"63\", \"condition_ratio\": 5.1}, {\"age\": \"77\", \"condition_ratio\": 4.8}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 42.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..663bcb52745bb5cbb78ce52217af666b8a862bc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:59:06.261240+00:00", + "ended_at": "2026-05-04T06:59:18.740240+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f4c270b1881320c2", + "problem_id": "v2p_m8_0a5a409926f45e56", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age, condition_col=poutcome.", + "bindings": { + "group_col": "age", + "condition_col": "poutcome", + "condition_value": "unknown", + "positive_value": "unknown", + "negative_value": "failure", + "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": 21.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_f4c270b1881320c2.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f4c270b1881320c2", + "api_calls": 0, + "input_tokens": 22812, + "cached_input_tokens": 21888, + "output_tokens": 195, + "total_tokens": 23007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2721, + "estimated_output_tokens": 179, + "estimated_total_tokens": 2900, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12394.62, + "sql_execution_elapsed_ms_total": 42.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f4c270b1881320c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..576398ada4c20309c319aef08eac2054c250fc50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f4c270b1881320c2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:18.683265+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12394.62, "started_at": "2026-05-04T06:59:06.271327+00:00", "ended_at": "2026-05-04T06:59:18.666488+00:00", "prompt_metrics": {"chars": 9774, "bytes_utf8": 9774, "lines": 303, "estimated_tokens": 2721}, "response_metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": 179}, "usage": {"input_tokens": 22812, "cached_input_tokens": 21888, "output_tokens": 195}, "stderr_preview": "2026-05-04T06:59:06.538043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:09.060060Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=month, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..921ae956f610fbf7505c1518b29a8e56b0783d8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-9f39-76c1-b269-377203383f78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"month\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the specified Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=month, target_col=y, and target_value='no'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22700,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e41b378a91afe73ffce50fcbc05d1b6af841f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"month\"\nORDER BY target_rate DESC;","notes":"Used the specified Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=month, target_col=y, and target_value='no'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..695f65f24bc5851da2a4e6cf05a19843c1588e16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:42.681408Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:45.007009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:52.902105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..169348278dc2e79ba7193cb2c61e7caa4197fd1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=month, target_col=y. +Result preview: [{"age": "19", "month": "dec", "target_rate": 1.0}, {"age": "19", "month": "feb", "target_rate": 1.0}, {"age": "19", "month": "jan", "target_rate": 1.0}, {"age": "19", "month": "jun", "target_rate": 1.0}, {"age": "19", "month": "nov", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5db044994347a95ed097707789c39433ed3320ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_f528ce7c11f41cfd +-- problem_id: v2p_m8_244d71cab7ea5a4a +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30a253cb4d748d33e6fdabcc0da3a28f4ca0b4e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/query_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_two_dim_target_rate\nSELECT \"age\", \"month\",\n AVG(CASE WHEN \"y\" = 'no' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"month\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"month\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'no' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"month\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"month\", \"target_rate\"], \"rows\": [{\"age\": \"19\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"feb\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"19\", \"month\": \"sep\", \"target_rate\": 1.0}, {\"age\": \"20\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"20\", \"month\": \"oct\", \"target_rate\": 1.0}, {\"age\": \"21\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"22\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"24\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"40\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"43\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"48\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"55\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"56\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"58\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"62\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"65\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"65\", \"month\": \"may\", \"target_rate\": 1.0}, {\"age\": \"65\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"66\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"66\", \"month\": \"sep\", \"target_rate\": 1.0}, {\"age\": \"67\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"67\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"69\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"69\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"may\", \"target_rate\": 1.0}, {\"age\": \"70\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"71\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"71\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"72\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"73\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"73\", \"month\": \"may\", \"target_rate\": 1.0}, {\"age\": \"74\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"74\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"74\", \"month\": \"nov\", \"target_rate\": 1.0}, {\"age\": \"75\", \"month\": \"jul\", \"target_rate\": 1.0}, {\"age\": \"75\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"75\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"76\", \"month\": \"jan\", \"target_rate\": 1.0}, {\"age\": \"76\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"77\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"aug\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"dec\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"jun\", \"target_rate\": 1.0}, {\"age\": \"78\", \"month\": \"mar\", \"target_rate\": 1.0}, {\"age\": \"79\", \"month\": \"apr\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6cbf832429ece1ef64b82f2fc475c83cc851479 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:53:42.376833+00:00", + "ended_at": "2026-05-04T06:53:53.672544+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f528ce7c11f41cfd", + "problem_id": "v2p_m8_244d71cab7ea5a4a", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=month, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "month", + "target_col": "y", + "target_value": "no", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_f528ce7c11f41cfd.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f528ce7c11f41cfd", + "api_calls": 0, + "input_tokens": 22700, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2609, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2726, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11215.65, + "sql_execution_elapsed_ms_total": 50.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f528ce7c11f41cfd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d8f263309e054400f0dd97a1c59cd3362a3735a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f528ce7c11f41cfd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:53.608565+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11215.65, "started_at": "2026-05-04T06:53:42.383291+00:00", "ended_at": "2026-05-04T06:53:53.592832+00:00", "prompt_metrics": {"chars": 9237, "bytes_utf8": 9237, "lines": 303, "estimated_tokens": 2609}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22700, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T06:53:42.681408Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:45.007009Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=default.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "default", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1797e7676677ffa05636a98312c0f5f73d158f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-061d-7951-8f35-2689e00b3f5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"default\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"default\\\" on the single table \\\"m8\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22576,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6ee26bb1b3abedc27f5752b06817fcdc010585f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"default\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"default\" on the single table \"m8\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8869497767ff2c9e045e2c1dbe88d3081c7925 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:32.081901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:34.549569Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:41.213604Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44180e052ac8b24758510637ff8a6c0bab14c860 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/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=default. +Result preview: [{"default": "no", "row_count": 44396}, {"default": "yes", "row_count": 815}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e8d9f951b4d14802282def3892286d5ace0be14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f58077c73b8afea6 +-- problem_id: v2p_m8_40edf2f0c73cdb2d +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS row_count +FROM "m8" +GROUP BY "default" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8d86152a82c8cedf9310cdbabd88d9fd1ef710b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/query_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 \"default\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"default\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"default\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"default\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"default\", \"row_count\"], \"rows\": [{\"default\": \"no\", \"row_count\": 44396}, {\"default\": \"yes\", \"row_count\": 815}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95349f7a55b030db2a9b60de496989239b9b105e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:10:31.774337+00:00", + "ended_at": "2026-05-04T07:10:42.056725+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f58077c73b8afea6", + "problem_id": "v2p_m8_40edf2f0c73cdb2d", + "dataset_id": "m8", + "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=default.", + "bindings": { + "group_col": "default", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "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_c\\m8\\sql\\v2q_m8_f58077c73b8afea6.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f58077c73b8afea6", + "api_calls": 0, + "input_tokens": 22576, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2485, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2556, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10225.68, + "sql_execution_elapsed_ms_total": 19.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f58077c73b8afea6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c82763247efa936e69a77f09f28fe19691b6c1b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f58077c73b8afea6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:42.024454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10225.68, "started_at": "2026-05-04T07:10:31.781946+00:00", "ended_at": "2026-05-04T07:10:42.006767+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 298, "estimated_tokens": 2485}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22576, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:10:32.081901Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:34.549569Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=marital, group_col_2=default.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "marital", + "group_col_2": "default", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaaf7ab7f23eaf4073fd2051a2644b2104bacecb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-b316-7e40-ad3a-e45c8e0e15ec"} +{"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 \\\"marital\\\",\\n \\\"default\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"default\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"default\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=default, top_k=13, quoting identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f2db1ec4138333697054619b29102190353bf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"marital\",\n \"default\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"default\"\nORDER BY support ASC, \"marital\", \"default\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=marital, group_col_2=default, top_k=13, quoting identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..780e0b3fce3bd0568569bb62c1af359676910b6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:18.123602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:20.867970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:29.876062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9927273cf296f29327017fc3f45492d8c40fcda5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/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=marital, group_col_2=default. +Result preview: [{"marital": "divorced", "default": "yes", "support": 128}, {"marital": "single", "default": "yes", "support": 239}, {"marital": "married", "default": "yes", "support": 448}, {"marital": "divorced", "default": "no", "support": 5079}, {"marital": "single", "default": "no", "support": 12551}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07b54321e6ef86a47479758472b30754d26c4b01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f5a8f9e7ff007d76 +-- problem_id: v2p_m8_3e1f5184ee720463 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "default", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "default" +ORDER BY support ASC, "marital", "default" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..272f5e9130fd357f675dcfdfa63251b110074bc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/query_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 \"marital\",\n \"default\",\n COUNT(*) AS support\nFROM \"m8\"\nGROUP BY \"marital\", \"default\"\nORDER BY support ASC, \"marital\", \"default\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"marital\\\",\\n \\\"default\\\",\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nGROUP BY \\\"marital\\\", \\\"default\\\"\\nORDER BY support ASC, \\\"marital\\\", \\\"default\\\"\\nLIMIT 13;\", \"columns\": [\"marital\", \"default\", \"support\"], \"rows\": [{\"marital\": \"divorced\", \"default\": \"yes\", \"support\": 128}, {\"marital\": \"single\", \"default\": \"yes\", \"support\": 239}, {\"marital\": \"married\", \"default\": \"yes\", \"support\": 448}, {\"marital\": \"divorced\", \"default\": \"no\", \"support\": 5079}, {\"marital\": \"single\", \"default\": \"no\", \"support\": 12551}, {\"marital\": \"married\", \"default\": \"no\", \"support\": 26766}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 45.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7b86dd27f720106e241b2f053074ba6f61a2a60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:35:17.901375+00:00", + "ended_at": "2026-05-04T07:35:30.683114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f5a8f9e7ff007d76", + "problem_id": "v2p_m8_3e1f5184ee720463", + "dataset_id": "m8", + "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=marital, group_col_2=default.", + "bindings": { + "group_col": "marital", + "group_col_2": "default", + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\m8\\sql\\v2q_m8_f5a8f9e7ff007d76.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f5a8f9e7ff007d76", + "api_calls": 0, + "input_tokens": 22678, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2589, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2697, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12696.37, + "sql_execution_elapsed_ms_total": 45.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f5a8f9e7ff007d76\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d1a53cd420edd077186d381a7c6aff6704e2faa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f5a8f9e7ff007d76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:30.629165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12696.37, "started_at": "2026-05-04T07:35:17.909862+00:00", "ended_at": "2026-05-04T07:35:30.606109+00:00", "prompt_metrics": {"chars": 9125, "bytes_utf8": 9125, "lines": 300, "estimated_tokens": 2589}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22678, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:35:18.123602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:20.867970Z 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_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34c81aa8e908e6196a47648cba0dee05e4135631 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/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_c\n-- sql_source_dataset_id: m8\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_m8_f6212c62e8a5b37b\n-- problem_id: v2p_m8_f947b6a79cef21ab\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"day\",\n COUNT(*) AS support,\n AVG(\"duration\") AS avg_response\nFROM \"m8\"\nGROUP BY \"day\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_f6212c62e8a5b37b\\n-- problem_id: v2p_m8_f947b6a79cef21ab\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"day\\\",\\n COUNT(*) AS support,\\n AVG(\\\"duration\\\") AS avg_response\\nFROM \\\"m8\\\"\\nGROUP BY \\\"day\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"day\", \"support\", \"avg_response\"], \"rows\": [{\"day\": \"20\", \"support\": 2752, \"avg_response\": 233.7485465116279}, {\"day\": \"18\", \"support\": 2308, \"avg_response\": 243.13648180242635}, {\"day\": \"21\", \"support\": 2026, \"avg_response\": 260.70483711747283}, {\"day\": \"17\", \"support\": 1939, \"avg_response\": 275.6766374419804}, {\"day\": \"6\", \"support\": 1932, \"avg_response\": 261.29813664596276}, {\"day\": \"5\", \"support\": 1910, \"avg_response\": 270.0303664921466}, {\"day\": \"14\", \"support\": 1848, \"avg_response\": 265.8262987012987}, {\"day\": \"8\", \"support\": 1842, \"avg_response\": 253.84364820846906}, {\"day\": \"28\", \"support\": 1830, \"avg_response\": 225.71475409836066}, {\"day\": \"7\", \"support\": 1817, \"avg_response\": 270.16345624656026}, {\"day\": \"19\", \"support\": 1757, \"avg_response\": 262.54923164484916}, {\"day\": \"29\", \"support\": 1745, \"avg_response\": 242.13065902578796}, {\"day\": \"15\", \"support\": 1703, \"avg_response\": 274.2877275396359}, {\"day\": \"12\", \"support\": 1603, \"avg_response\": 268.12227074235807}, {\"day\": \"13\", \"support\": 1585, \"avg_response\": 274.8006309148265}, {\"day\": \"30\", \"support\": 1566, \"avg_response\": 276.92911877394636}, {\"day\": \"9\", \"support\": 1561, \"avg_response\": 249.1467008327995}, {\"day\": \"11\", \"support\": 1479, \"avg_response\": 255.79716024340772}, {\"day\": \"4\", \"support\": 1445, \"avg_response\": 261.32387543252594}, {\"day\": \"16\", \"support\": 1415, \"avg_response\": 296.43745583038867}, {\"day\": \"2\", \"support\": 1293, \"avg_response\": 248.63959783449343}, {\"day\": \"27\", \"support\": 1121, \"avg_response\": 227.14808206958074}, {\"day\": \"3\", \"support\": 1079, \"avg_response\": 273.90361445783134}, {\"day\": \"26\", \"support\": 1035, \"avg_response\": 237.30531400966183}, {\"day\": \"23\", \"support\": 939, \"avg_response\": 272.8871139510117}, {\"day\": \"22\", \"support\": 905, \"avg_response\": 265.2475138121547}, {\"day\": \"25\", \"support\": 840, \"avg_response\": 251.04404761904763}, {\"day\": \"31\", \"support\": 643, \"avg_response\": 181.02954898911352}, {\"day\": \"10\", \"support\": 524, \"avg_response\": 286.26145038167937}, {\"day\": \"24\", \"support\": 447, \"avg_response\": 281.07158836689035}, {\"day\": \"1\", \"support\": 322, \"avg_response\": 281.16149068322983}], \"row_count_returned\": 31, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..967e5db16e5add24662d5c852d4675c9b9c0ab07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:07.508188+00:00", + "ended_at": "2026-05-04T07:37:07.553908+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f6212c62e8a5b37b", + "problem_id": "v2p_m8_f947b6a79cef21ab", + "dataset_id": "m8", + "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=duration, key_col=day.", + "bindings": { + "key_col": "day", + "measure_col": "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=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_c\\m8\\sql\\v2q_m8_f6212c62e8a5b37b.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_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f6212c62e8a5b37b/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_c/m8/artifacts/v2q_m8_f772a1d2acf37972/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed87b038823164934ddeecc5fea93c4128ea0847 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "no", "support": 44396, "support_share": 0.9819734135497998, "support_rank": 1}, {"value_label": "yes", "support": 815, "support_share": 0.018026586450200173, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..66fe664b155287b04ae3555730d148f94bd40ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f772a1d2acf37972 +-- problem_id: v2p_m8_50168ff9a75d0cdf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +) +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_c/m8/artifacts/v2q_m8_f772a1d2acf37972/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f59eadf718681f183501a7f39aaf9c32678d3d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/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_c\n-- sql_source_dataset_id: m8\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_m8_f772a1d2acf37972\n-- problem_id: v2p_m8_50168ff9a75d0cdf\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"default\" AS value_label, COUNT(*) AS support\n FROM \"m8\"\n GROUP BY \"default\"\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_c\\n-- sql_source_dataset_id: m8\\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_m8_f772a1d2acf37972\\n-- problem_id: v2p_m8_50168ff9a75d0cdf\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"default\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m8\\\"\\n GROUP BY \\\"default\\\"\\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\": \"no\", \"support\": 44396, \"support_share\": 0.9819734135497998, \"support_rank\": 1}, {\"value_label\": \"yes\", \"support\": 815, \"support_share\": 0.018026586450200173, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e905f1346896ca7d127363e9278350793e7c81f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:37:06.771475+00:00", + "ended_at": "2026-05-04T07:37:06.796606+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f772a1d2acf37972", + "problem_id": "v2p_m8_50168ff9a75d0cdf", + "dataset_id": "m8", + "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=default.", + "bindings": { + "group_col": "default" + }, + "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=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_c\\m8\\sql\\v2q_m8_f772a1d2acf37972.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_c/m8/artifacts/v2q_m8_f772a1d2acf37972/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f772a1d2acf37972/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_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b85bf0749404c2034e69c34a2ded8bda37325ba8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9520, "bytes_utf8": 9520, "lines": 306, "estimated_tokens": 2679}} +{"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": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22768, "cached_input_tokens": 19840, "output_tokens": 195}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83416ee5a100c0b0c6447509aaba415b675ee28a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f77db3bacd2e7f39", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12175.52, + "sql_execution_elapsed_ms_total": 51.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f77db3bacd2e7f39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b31a302068837c1f0499de83f931aafcce86d8f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/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": "2026-05-04T07:19:47.563061+00:00", + "ended_at": "2026-05-04T07:19:59.739058+00:00", + "elapsed_ms": 12175.52, + "prompt_metrics": { + "chars": 9520, + "bytes_utf8": 9520, + "lines": 306, + "estimated_tokens": 2679 + }, + "stdout_metrics": { + "chars": 941, + "bytes_utf8": 941, + "lines": 4, + "estimated_tokens": 277 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 581, + "bytes_utf8": 581, + "lines": 1, + "estimated_tokens": 151 + }, + "usage": { + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195 + } + }, + "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_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87c6b0faef8eb3aadc8760ed32c5ac9b47fcd440 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,306 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, group_col_2=y, measure_col=age.", + "planned_template_id": "tpl_tpch_two_dimensional_summary", + "bindings": { + "group_col": "campaign", + "group_col_2": "y", + "measure_col": "age", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2adb71f97da77f58f31cc47a795f83ed0b5fd202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-80ff-7140-b644-17df54aaf087"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"y\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"campaign\\\", \\\"y\\\"\\nORDER BY \\\"campaign\\\", \\\"y\\\";\",\"notes\":\"Applied the provided two-dimensional summary template with group_col=\\\"campaign\\\", group_col_2=\\\"y\\\", measure_col=\\\"age\\\", and predicate on \\\"pdays\\\". Casted text-typed numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22768,"cached_input_tokens":19840,"output_tokens":195}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..215a89967b3002b4faa81456f1ecaff974a898a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_two_dimensional_summary\nSELECT \"campaign\", \"y\",\n SUM(CAST(\"age\" AS REAL)) AS sum_measure,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"campaign\", \"y\"\nORDER BY \"campaign\", \"y\";","notes":"Applied the provided two-dimensional summary template with group_col=\"campaign\", group_col_2=\"y\", measure_col=\"age\", and predicate on \"pdays\". 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_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a675688e0b4903263b6d86a571856b52d062fd54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:47.806520Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:50.259754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:59.104445Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de386e2f9aec65cb22d3c0e8d3b38c4e22000ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, group_col_2=y, measure_col=age. +Result preview: [{"campaign": "1", "y": "no", "sum_measure": 605913.0, "avg_measure": 40.44003203630781, "support": 14983}, {"campaign": "1", "y": "yes", "sum_measure": 107510.0, "avg_measure": 41.97969543147208, "support": 2561}, {"campaign": "10", "y": "no", "sum_measure": 10473.0, "avg_measure": 41.55952380952381, "support": 252}, {"campaign": "10", "y": "yes", "sum_measure": 627.0, "avg_measure": 44.785714285714285, "support": 14}, {"campaign": "11", "y": "no", "sum_measure": 7833.0, "avg_measure": 42.34054054054054, "support": 185}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27267069c4a16b1cbee1a90971a2c9fa18b32e69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_f77db3bacd2e7f39 +-- problem_id: v2p_m8_6864ccf0e876b743 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "y", + SUM(CAST("age" AS REAL)) AS sum_measure, + AVG(CAST("age" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "campaign", "y" +ORDER BY "campaign", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20bf7952ecf4a66f6552331e3322da4e59eec827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/query_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_two_dimensional_summary\nSELECT \"campaign\", \"y\",\n SUM(CAST(\"age\" AS REAL)) AS sum_measure,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"m8\"\nWHERE CAST(\"pdays\" AS REAL) >= -1.0\nGROUP BY \"campaign\", \"y\"\nORDER BY \"campaign\", \"y\";", "result": "{\"query\": \"-- template_id: tpl_tpch_two_dimensional_summary\\nSELECT \\\"campaign\\\", \\\"y\\\",\\n SUM(CAST(\\\"age\\\" AS REAL)) AS sum_measure,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"m8\\\"\\nWHERE CAST(\\\"pdays\\\" AS REAL) >= -1.0\\nGROUP BY \\\"campaign\\\", \\\"y\\\"\\nORDER BY \\\"campaign\\\", \\\"y\\\";\", \"columns\": [\"campaign\", \"y\", \"sum_measure\", \"avg_measure\", \"support\"], \"rows\": [{\"campaign\": \"1\", \"y\": \"no\", \"sum_measure\": 605913.0, \"avg_measure\": 40.44003203630781, \"support\": 14983}, {\"campaign\": \"1\", \"y\": \"yes\", \"sum_measure\": 107510.0, \"avg_measure\": 41.97969543147208, \"support\": 2561}, {\"campaign\": \"10\", \"y\": \"no\", \"sum_measure\": 10473.0, \"avg_measure\": 41.55952380952381, \"support\": 252}, {\"campaign\": \"10\", \"y\": \"yes\", \"sum_measure\": 627.0, \"avg_measure\": 44.785714285714285, \"support\": 14}, {\"campaign\": \"11\", \"y\": \"no\", \"sum_measure\": 7833.0, \"avg_measure\": 42.34054054054054, \"support\": 185}, {\"campaign\": \"11\", \"y\": \"yes\", \"sum_measure\": 667.0, \"avg_measure\": 41.6875, \"support\": 16}, {\"campaign\": \"12\", \"y\": \"no\", \"sum_measure\": 6202.0, \"avg_measure\": 41.0728476821192, \"support\": 151}, {\"campaign\": \"12\", \"y\": \"yes\", \"sum_measure\": 148.0, \"avg_measure\": 37.0, \"support\": 4}, {\"campaign\": \"13\", \"y\": \"no\", \"sum_measure\": 5086.0, \"avg_measure\": 40.04724409448819, \"support\": 127}, {\"campaign\": \"13\", \"y\": \"yes\", \"sum_measure\": 230.0, \"avg_measure\": 38.333333333333336, \"support\": 6}, {\"campaign\": \"14\", \"y\": \"no\", \"sum_measure\": 3551.0, \"avg_measure\": 39.89887640449438, \"support\": 89}, {\"campaign\": \"14\", \"y\": \"yes\", \"sum_measure\": 147.0, \"avg_measure\": 36.75, \"support\": 4}, {\"campaign\": \"15\", \"y\": \"no\", \"sum_measure\": 3260.0, \"avg_measure\": 40.75, \"support\": 80}, {\"campaign\": \"15\", \"y\": \"yes\", \"sum_measure\": 140.0, \"avg_measure\": 35.0, \"support\": 4}, {\"campaign\": \"16\", \"y\": \"no\", \"sum_measure\": 3101.0, \"avg_measure\": 40.27272727272727, \"support\": 77}, {\"campaign\": \"16\", \"y\": \"yes\", \"sum_measure\": 72.0, \"avg_measure\": 36.0, \"support\": 2}, {\"campaign\": \"17\", \"y\": \"no\", \"sum_measure\": 2571.0, \"avg_measure\": 40.80952380952381, \"support\": 63}, {\"campaign\": \"17\", \"y\": \"yes\", \"sum_measure\": 289.0, \"avg_measure\": 48.166666666666664, \"support\": 6}, {\"campaign\": \"18\", \"y\": \"no\", \"sum_measure\": 1975.0, \"avg_measure\": 38.72549019607843, \"support\": 51}, {\"campaign\": \"19\", \"y\": \"no\", \"sum_measure\": 1805.0, \"avg_measure\": 41.02272727272727, \"support\": 44}, {\"campaign\": \"2\", \"y\": \"no\", \"sum_measure\": 454008.0, \"avg_measure\": 40.886887608069166, \"support\": 11104}, {\"campaign\": \"2\", \"y\": \"yes\", \"sum_measure\": 57867.0, \"avg_measure\": 41.30406852248394, \"support\": 1401}, {\"campaign\": \"20\", \"y\": \"no\", \"sum_measure\": 1831.0, \"avg_measure\": 43.595238095238095, \"support\": 42}, {\"campaign\": \"20\", \"y\": \"yes\", \"sum_measure\": 28.0, \"avg_measure\": 28.0, \"support\": 1}, {\"campaign\": \"21\", \"y\": \"no\", \"sum_measure\": 1327.0, \"avg_measure\": 39.029411764705884, \"support\": 34}, {\"campaign\": \"21\", \"y\": \"yes\", \"sum_measure\": 28.0, \"avg_measure\": 28.0, \"support\": 1}, {\"campaign\": \"22\", \"y\": \"no\", \"sum_measure\": 990.0, \"avg_measure\": 43.04347826086956, \"support\": 23}, {\"campaign\": \"23\", \"y\": \"no\", \"sum_measure\": 891.0, \"avg_measure\": 40.5, \"support\": 22}, {\"campaign\": \"24\", \"y\": \"no\", \"sum_measure\": 691.0, \"avg_measure\": 36.36842105263158, \"support\": 19}, {\"campaign\": \"24\", \"y\": \"yes\", \"sum_measure\": 38.0, \"avg_measure\": 38.0, \"support\": 1}, {\"campaign\": \"25\", \"y\": \"no\", \"sum_measure\": 899.0, \"avg_measure\": 40.86363636363637, \"support\": 22}, {\"campaign\": \"26\", \"y\": \"no\", \"sum_measure\": 456.0, \"avg_measure\": 35.07692307692308, \"support\": 13}, {\"campaign\": \"27\", \"y\": \"no\", \"sum_measure\": 364.0, \"avg_measure\": 36.4, \"support\": 10}, {\"campaign\": \"28\", \"y\": \"no\", \"sum_measure\": 599.0, \"avg_measure\": 37.4375, \"support\": 16}, {\"campaign\": \"29\", \"y\": \"no\", \"sum_measure\": 607.0, \"avg_measure\": 40.46666666666667, \"support\": 15}, {\"campaign\": \"29\", \"y\": \"yes\", \"sum_measure\": 46.0, \"avg_measure\": 46.0, \"support\": 1}, {\"campaign\": \"3\", \"y\": \"no\", \"sum_measure\": 200107.0, \"avg_measure\": 40.81317560677137, \"support\": 4903}, {\"campaign\": \"3\", \"y\": \"yes\", \"sum_measure\": 25903.0, \"avg_measure\": 41.91423948220065, \"support\": 618}, {\"campaign\": \"30\", \"y\": \"no\", \"sum_measure\": 334.0, \"avg_measure\": 41.75, \"support\": 8}, {\"campaign\": \"31\", \"y\": \"no\", \"sum_measure\": 387.0, \"avg_measure\": 32.25, \"support\": 12}, {\"campaign\": \"32\", \"y\": \"no\", \"sum_measure\": 339.0, \"avg_measure\": 42.375, \"support\": 8}, {\"campaign\": \"32\", \"y\": \"yes\", \"sum_measure\": 50.0, \"avg_measure\": 50.0, \"support\": 1}, {\"campaign\": \"33\", \"y\": \"no\", \"sum_measure\": 238.0, \"avg_measure\": 39.666666666666664, \"support\": 6}, {\"campaign\": \"34\", \"y\": \"no\", \"sum_measure\": 190.0, \"avg_measure\": 38.0, \"support\": 5}, {\"campaign\": \"35\", \"y\": \"no\", \"sum_measure\": 148.0, \"avg_measure\": 37.0, \"support\": 4}, {\"campaign\": \"36\", \"y\": \"no\", \"sum_measure\": 151.0, \"avg_measure\": 37.75, \"support\": 4}, {\"campaign\": \"37\", \"y\": \"no\", \"sum_measure\": 76.0, \"avg_measure\": 38.0, \"support\": 2}, {\"campaign\": \"38\", \"y\": \"no\", \"sum_measure\": 130.0, \"avg_measure\": 43.333333333333336, \"support\": 3}, {\"campaign\": \"39\", \"y\": \"no\", \"sum_measure\": 34.0, \"avg_measure\": 34.0, \"support\": 1}, {\"campaign\": \"4\", \"y\": \"no\", \"sum_measure\": 133443.0, \"avg_measure\": 41.63588143525741, \"support\": 3205}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 51.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31b66d788432056dff0728c0db3ddb3799318736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/run_manifest.json @@ -0,0 +1,95 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:19:47.554366+00:00", + "ended_at": "2026-05-04T07:19:59.816468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f77db3bacd2e7f39", + "problem_id": "v2p_m8_6864ccf0e876b743", + "dataset_id": "m8", + "template_id": "tpl_tpch_two_dimensional_summary", + "template_name": "Two-Dimensional Summary with Filter", + "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 Summary with Filter to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=campaign, group_col_2=y, measure_col=age.", + "bindings": { + "group_col": "campaign", + "group_col_2": "y", + "measure_col": "age", + "predicate_col": "pdays", + "predicate_op": ">=", + "predicate_value": -1.0, + "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": 48.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n SUM({measure_col}) AS sum_measure,\n AVG({measure_col}) AS avg_measure,\n COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY {group_col}, {group_col_2};", + "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=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_c\\m8\\sql\\v2q_m8_f77db3bacd2e7f39.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f77db3bacd2e7f39", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12175.52, + "sql_execution_elapsed_ms_total": 51.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f77db3bacd2e7f39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27265aded3e9d7a3525a7c84aa1ffcf4d642057a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:59.756390+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12175.52, "started_at": "2026-05-04T07:19:47.563061+00:00", "ended_at": "2026-05-04T07:19:59.739058+00:00", "prompt_metrics": {"chars": 9520, "bytes_utf8": 9520, "lines": 306, "estimated_tokens": 2679}, "response_metrics": {"chars": 581, "bytes_utf8": 581, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22768, "cached_input_tokens": 19840, "output_tokens": 195}, "stderr_preview": "2026-05-04T07:19:47.806520Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:50.259754Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = -1.0\\nGROUP BY \\\"campaign\\\", \\\"y\\\"\\nORDER BY \\\"campaign\\\", \\\"y\\\";\",\"notes\":\"Applied the provided two-dimensional summary template with group_col=\\\"campaign\\\", group_col_2=\\\"y\\\", measure_col=\\\"age\\\", and predicate on \\\"pdays\\\". Casted text-typed numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff8b4139a13cb8a2ed36ebb41ae0d55d0b354e15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f77db3bacd2e7f39/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f77db3bacd2e7f39", + "api_calls": 0, + "input_tokens": 22768, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2679, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12175.52, + "sql_execution_elapsed_ms_total": 51.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f77db3bacd2e7f39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aa28ad8be072fd512918861ecc477d5515f2374 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9778, "bytes_utf8": 9778, "lines": 303, "estimated_tokens": 2724}} +{"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": 176}, "usage": {"input_tokens": 22815, "cached_input_tokens": 2432, "output_tokens": 192}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..293c16ccad9d8f4e97d8cda6262adab4f291fe3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/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": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f922197fbfbe6f21", + "api_calls": 0, + "input_tokens": 22815, + "cached_input_tokens": 2432, + "output_tokens": 192, + "total_tokens": 23007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2724, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2900, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18297.27, + "sql_execution_elapsed_ms_total": 31.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f922197fbfbe6f21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f174013aa05725e4e129ec2ca4e7421be505f469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/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": "2026-05-04T06:59:31.042370+00:00", + "ended_at": "2026-05-04T06:59:49.340260+00:00", + "elapsed_ms": 18297.27, + "prompt_metrics": { + "chars": 9778, + "bytes_utf8": 9778, + "lines": 303, + "estimated_tokens": 2724 + }, + "stdout_metrics": { + "chars": 1025, + "bytes_utf8": 1025, + "lines": 4, + "estimated_tokens": 289 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13250 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 1, + "estimated_tokens": 176 + }, + "usage": { + "input_tokens": 22815, + "cached_input_tokens": 2432, + "output_tokens": 192 + } + }, + "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_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0892924aa91e5475ee0ef32badd7af5f37cfdcf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,303 @@ +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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=marital, condition_col=marital.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "marital", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fdb307630ddd71fa279698c2a9b7b59024dd1e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-ff4d-7473-b47b-ff8b876f0178"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"marital\\\",\\n SUM(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"marital\\\"\\n)\\nSELECT \\\"marital\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template exactly with group_col and condition_col both bound to \\\"marital\\\", using 'married' as the numerator condition and 'single' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22815,"cached_input_tokens":2432,"output_tokens":192}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2bea011b0c3581af26e3dee9c702cdd4a298717 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"marital\",\n SUM(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"marital\"\n)\nSELECT \"marital\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template exactly with group_col and condition_col both bound to \"marital\", using 'married' as the numerator condition and 'single' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11f9f8693c31001fdc865c32d4ff64b1f449fa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:35.118548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:37.810797Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:48.419309Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56850b753b320fc8cc1c5c171a3332184d245f58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=marital, condition_col=marital. +Result preview: [{"marital": "single", "condition_ratio": 0.0}, {"marital": "divorced", "condition_ratio": null}, {"marital": "married", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b49d5a47069c3a32348b6b0e98ed51c4f7c6a8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_f922197fbfbe6f21 +-- problem_id: v2p_m8_ce67b6c3c15bb6c8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "marital", + SUM(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "marital" +) +SELECT "marital", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81b0cedf4898003e15255ddcc3ec58d7ef8b423f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"marital\",\n SUM(CASE WHEN \"marital\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"marital\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"marital\"\n)\nSELECT \"marital\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"marital\\\",\\n SUM(CASE WHEN \\\"marital\\\" = 'married' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"marital\\\" = 'single' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"marital\\\"\\n)\\nSELECT \\\"marital\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"marital\", \"condition_ratio\"], \"rows\": [{\"marital\": \"single\", \"condition_ratio\": 0.0}, {\"marital\": \"divorced\", \"condition_ratio\": null}, {\"marital\": \"married\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a83ee4ba21ff3b37ba92ca46677215d4179209e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:59:31.034616+00:00", + "ended_at": "2026-05-04T06:59:49.401125+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_f922197fbfbe6f21", + "problem_id": "v2p_m8_ce67b6c3c15bb6c8", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=marital, condition_col=marital.", + "bindings": { + "group_col": "marital", + "condition_col": "marital", + "condition_value": "married", + "positive_value": "married", + "negative_value": "single", + "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", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_f922197fbfbe6f21.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_f922197fbfbe6f21", + "api_calls": 0, + "input_tokens": 22815, + "cached_input_tokens": 2432, + "output_tokens": 192, + "total_tokens": 23007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2724, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2900, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18297.27, + "sql_execution_elapsed_ms_total": 31.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_f922197fbfbe6f21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe8b7193709b1711187314fa9ab752425c7c9e00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_f922197fbfbe6f21/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:49.358537+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18297.27, "started_at": "2026-05-04T06:59:31.042370+00:00", "ended_at": "2026-05-04T06:59:49.340260+00:00", "prompt_metrics": {"chars": 9778, "bytes_utf8": 9778, "lines": 303, "estimated_tokens": 2724}, "response_metrics": {"chars": 691, "bytes_utf8": 691, "lines": 1, "estimated_tokens": 176}, "usage": {"input_tokens": 22815, "cached_input_tokens": 2432, "output_tokens": 192}, "stderr_preview": "2026-05-04T06:59:35.118548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:37.810797Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=marital, target_col=y.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "age", + "group_col_2": "marital", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40cc595bb0458fd73e64dcc612ae08f15e5379c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-c780-72e0-9c6b-2575b521ec67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"marital\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"marital\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=marital, and target_col=y using target_value='yes'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22702,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff96c252a341ea8dab3d933146bf9ead85d4030e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"age\", \"marital\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"marital\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=age, group_col_2=marital, and target_col=y using target_value='yes'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c709c2543dddfdef49210695d22c5b48c2bcd7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:36.354605Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:38.707246Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:46.181653Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d90a50126ffd30fac8fcf2f806b1e3816c57f020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=marital, target_col=y. +Result preview: [{"age": "68", "marital": "divorced", "target_rate": 1.0}, {"age": "85", "marital": "divorced", "target_rate": 1.0}, {"age": "86", "marital": "single", "target_rate": 1.0}, {"age": "87", "marital": "divorced", "target_rate": 1.0}, {"age": "90", "marital": "divorced", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98b79c955c61c590eccf39a5092c25a16867f8e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_fc09f106636e7533 +-- problem_id: v2p_m8_03eabb36122002f6 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "marital", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "marital" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8e1f985c8af20f93dbfbe6642b4b9e4b637855c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/query_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_two_dim_target_rate\nSELECT \"age\", \"marital\",\n AVG(CASE WHEN \"y\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m8\"\nGROUP BY \"age\", \"marital\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"age\\\", \\\"marital\\\",\\n AVG(CASE WHEN \\\"y\\\" = 'yes' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\", \\\"marital\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"age\", \"marital\", \"target_rate\"], \"rows\": [{\"age\": \"68\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"85\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"86\", \"marital\": \"single\", \"target_rate\": 1.0}, {\"age\": \"87\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"90\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"92\", \"marital\": \"married\", \"target_rate\": 1.0}, {\"age\": \"93\", \"marital\": \"married\", \"target_rate\": 1.0}, {\"age\": \"95\", \"marital\": \"divorced\", \"target_rate\": 1.0}, {\"age\": \"67\", \"marital\": \"divorced\", \"target_rate\": 0.875}, {\"age\": \"62\", \"marital\": \"divorced\", \"target_rate\": 0.8333333333333334}, {\"age\": \"76\", \"marital\": \"divorced\", \"target_rate\": 0.75}, {\"age\": \"85\", \"marital\": \"married\", \"target_rate\": 0.75}, {\"age\": \"71\", \"marital\": \"divorced\", \"target_rate\": 0.7272727272727273}, {\"age\": \"73\", \"marital\": \"divorced\", \"target_rate\": 0.6666666666666666}, {\"age\": \"84\", \"marital\": \"married\", \"target_rate\": 0.6666666666666666}, {\"age\": \"87\", \"marital\": \"married\", \"target_rate\": 0.6666666666666666}, {\"age\": \"77\", \"marital\": \"divorced\", \"target_rate\": 0.6}, {\"age\": \"18\", \"marital\": \"single\", \"target_rate\": 0.5833333333333334}, {\"age\": \"63\", \"marital\": \"divorced\", \"target_rate\": 0.5714285714285714}, {\"age\": \"73\", \"marital\": \"married\", \"target_rate\": 0.5277777777777778}, {\"age\": \"72\", \"marital\": \"married\", \"target_rate\": 0.5227272727272727}, {\"age\": \"63\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"68\", \"marital\": \"married\", \"target_rate\": 0.5}, {\"age\": \"68\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"69\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"73\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"77\", \"marital\": \"married\", \"target_rate\": 0.5}, {\"age\": \"78\", \"marital\": \"divorced\", \"target_rate\": 0.5}, {\"age\": \"80\", \"marital\": \"divorced\", \"target_rate\": 0.5}, {\"age\": \"82\", \"marital\": \"married\", \"target_rate\": 0.5}, {\"age\": \"83\", \"marital\": \"single\", \"target_rate\": 0.5}, {\"age\": \"86\", \"marital\": \"divorced\", \"target_rate\": 0.5}, {\"age\": \"64\", \"marital\": \"married\", \"target_rate\": 0.47692307692307695}, {\"age\": \"61\", \"marital\": \"divorced\", \"target_rate\": 0.47368421052631576}, {\"age\": \"79\", \"marital\": \"married\", \"target_rate\": 0.47058823529411764}, {\"age\": \"62\", \"marital\": \"married\", \"target_rate\": 0.4594594594594595}, {\"age\": \"64\", \"marital\": \"divorced\", \"target_rate\": 0.4444444444444444}, {\"age\": \"75\", \"marital\": \"married\", \"target_rate\": 0.4444444444444444}, {\"age\": \"78\", \"marital\": \"married\", \"target_rate\": 0.4444444444444444}, {\"age\": \"81\", \"marital\": \"married\", \"target_rate\": 0.4444444444444444}, {\"age\": \"76\", \"marital\": \"married\", \"target_rate\": 0.4166666666666667}, {\"age\": \"66\", \"marital\": \"married\", \"target_rate\": 0.41509433962264153}, {\"age\": \"71\", \"marital\": \"married\", \"target_rate\": 0.40476190476190477}, {\"age\": \"66\", \"marital\": \"divorced\", \"target_rate\": 0.4}, {\"age\": \"74\", \"marital\": \"divorced\", \"target_rate\": 0.4}, {\"age\": \"70\", \"marital\": \"divorced\", \"target_rate\": 0.38461538461538464}, {\"age\": \"69\", \"marital\": \"married\", \"target_rate\": 0.38235294117647056}, {\"age\": \"61\", \"marital\": \"married\", \"target_rate\": 0.3821138211382114}, {\"age\": \"65\", \"marital\": \"married\", \"target_rate\": 0.38}, {\"age\": \"80\", \"marital\": \"married\", \"target_rate\": 0.3793103448275862}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 52.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3a25d65a1ac5617f28e61ee23fecbfe393a50cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:50:36.156069+00:00", + "ended_at": "2026-05-04T06:50:46.780949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fc09f106636e7533", + "problem_id": "v2p_m8_03eabb36122002f6", + "dataset_id": "m8", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=age, group_col_2=marital, target_col=y.", + "bindings": { + "group_col": "age", + "group_col_2": "marital", + "target_col": "y", + "target_value": "yes", + "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": 1428.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "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_c\\m8\\sql\\v2q_m8_fc09f106636e7533.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fc09f106636e7533", + "api_calls": 0, + "input_tokens": 22702, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2611, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10546.38, + "sql_execution_elapsed_ms_total": 52.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_fc09f106636e7533\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fc8e477ffabf10ba47f22041c466aa49997bbad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fc09f106636e7533/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:46.726607+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10546.38, "started_at": "2026-05-04T06:50:36.163163+00:00", "ended_at": "2026-05-04T06:50:46.709130+00:00", "prompt_metrics": {"chars": 9231, "bytes_utf8": 9231, "lines": 303, "estimated_tokens": 2611}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22702, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T06:50:36.354605Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:38.707246Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +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": "m8", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=age.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "age", + "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}, 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_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30c93eae98e0bee85f5702ff1402eb7d08cd26b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-5e15-7d52-bcd7-a7bddd1e2a36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"age\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"age\\\" on single table \\\"m8\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22575,"cached_input_tokens":3456,"output_tokens":96}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a8bb60f41a7d3bd4b5df7fec16514738bdebf83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"age\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"age\" on single table \"m8\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e902059a99f7dfd2d238abb668eb58e8590662e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:49.051066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:51.464576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:58.542702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c01f60eaef7ad5c9abb5b6db1aba7875bfa085b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/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=age. +Result preview: [{"age": "32", "row_count": 2085}, {"age": "31", "row_count": 1996}, {"age": "33", "row_count": 1972}, {"age": "34", "row_count": 1930}, {"age": "35", "row_count": 1894}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb99c0c6225aa97d56d4998ad3802ada0d7d0bc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_fd23ac10ebe22311 +-- problem_id: v2p_m8_3178860d89f91eb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS row_count +FROM "m8" +GROUP BY "age" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10eeb80cead4b7a9b0643f008a0af4be95fc0b37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/query_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 \"age\", COUNT(*) AS row_count\nFROM \"m8\"\nGROUP BY \"age\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"age\\\", COUNT(*) AS row_count\\nFROM \\\"m8\\\"\\nGROUP BY \\\"age\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"age\", \"row_count\"], \"rows\": [{\"age\": \"32\", \"row_count\": 2085}, {\"age\": \"31\", \"row_count\": 1996}, {\"age\": \"33\", \"row_count\": 1972}, {\"age\": \"34\", \"row_count\": 1930}, {\"age\": \"35\", \"row_count\": 1894}, {\"age\": \"36\", \"row_count\": 1806}, {\"age\": \"30\", \"row_count\": 1757}, {\"age\": \"37\", \"row_count\": 1696}, {\"age\": \"39\", \"row_count\": 1487}, {\"age\": \"38\", \"row_count\": 1466}, {\"age\": \"40\", \"row_count\": 1355}, {\"age\": \"41\", \"row_count\": 1291}, {\"age\": \"42\", \"row_count\": 1242}, {\"age\": \"45\", \"row_count\": 1216}, {\"age\": \"29\", \"row_count\": 1185}, {\"age\": \"46\", \"row_count\": 1175}, {\"age\": \"43\", \"row_count\": 1161}, {\"age\": \"44\", \"row_count\": 1136}, {\"age\": \"47\", \"row_count\": 1088}, {\"age\": \"28\", \"row_count\": 1038}, {\"age\": \"48\", \"row_count\": 997}, {\"age\": \"49\", \"row_count\": 994}, {\"age\": \"50\", \"row_count\": 939}, {\"age\": \"51\", \"row_count\": 936}, {\"age\": \"52\", \"row_count\": 911}, {\"age\": \"27\", \"row_count\": 909}, {\"age\": \"53\", \"row_count\": 891}, {\"age\": \"57\", \"row_count\": 828}, {\"age\": \"54\", \"row_count\": 811}, {\"age\": \"55\", \"row_count\": 806}, {\"age\": \"26\", \"row_count\": 805}, {\"age\": \"56\", \"row_count\": 778}, {\"age\": \"59\", \"row_count\": 770}, {\"age\": \"58\", \"row_count\": 740}, {\"age\": \"60\", \"row_count\": 596}, {\"age\": \"25\", \"row_count\": 527}, {\"age\": \"24\", \"row_count\": 302}, {\"age\": \"23\", \"row_count\": 202}, {\"age\": \"61\", \"row_count\": 147}, {\"age\": \"22\", \"row_count\": 129}, {\"age\": \"62\", \"row_count\": 80}, {\"age\": \"21\", \"row_count\": 79}, {\"age\": \"63\", \"row_count\": 77}, {\"age\": \"64\", \"row_count\": 74}, {\"age\": \"70\", \"row_count\": 67}, {\"age\": \"66\", \"row_count\": 63}, {\"age\": \"65\", \"row_count\": 59}, {\"age\": \"71\", \"row_count\": 54}, {\"age\": \"67\", \"row_count\": 54}, {\"age\": \"72\", \"row_count\": 52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a3e2e287645f9636397d355a7a0572c538fa136 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T07:09:48.799585+00:00", + "ended_at": "2026-05-04T07:09:59.657099+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_fd23ac10ebe22311", + "problem_id": "v2p_m8_3178860d89f91eb5", + "dataset_id": "m8", + "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=age.", + "bindings": { + "group_col": "age", + "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" + ], + "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=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "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_c\\m8\\sql\\v2q_m8_fd23ac10ebe22311.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_fd23ac10ebe22311", + "api_calls": 0, + "input_tokens": 22575, + "cached_input_tokens": 3456, + "output_tokens": 96, + "total_tokens": 22671, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2484, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2564, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10791.35, + "sql_execution_elapsed_ms_total": 24.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_fd23ac10ebe22311\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c3549e2f66e2305d9c3eb78bd41d4d04830345c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_fd23ac10ebe22311/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:59.617131+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10791.35, "started_at": "2026-05-04T07:09:48.807249+00:00", "ended_at": "2026-05-04T07:09:59.598716+00:00", "prompt_metrics": {"chars": 8859, "bytes_utf8": 8859, "lines": 298, "estimated_tokens": 2484}, "response_metrics": {"chars": 323, "bytes_utf8": 323, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22575, "cached_input_tokens": 3456, "output_tokens": 96}, "stderr_preview": "2026-05-04T07:09:49.051066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:51.464576Z 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: m8 +- dataset_name: Bank Marketing +- table_name: m8 +- 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: 45211 +- important_fields: +- age: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for age. +- job: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for job. +- marital: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for marital. +- education: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for education. +- default: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for default. +- balance: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for balance. +- housing: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- loan: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for loan. +- contact: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for contact. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for month. +- duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for duration. +- campaign: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for campaign. +- pdays: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for pdays. +- previous: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for previous. +- poutcome: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for poutcome. +- y: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['age', 'job', 'y'], ['age', 'age', 'y']] +- fields_requiring_caution: ['y', 'balance', 'duration', 'pdays'] +- source_url: https://archive.ics.uci.edu/dataset/222/bank+marketing + +SQLite schema snapshot: +{ + "table_name": "m8", + "quoted_table_name": "\"m8\"", + "row_count": 45211, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "job", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "marital", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "education", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "default", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "balance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "loan", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "contact", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "campaign", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pdays", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "previous", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "poutcome", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "58", + "job": "management", + "marital": "married", + "education": "tertiary", + "default": "no", + "balance": "2143", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "261", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "44", + "job": "technician", + "marital": "single", + "education": "secondary", + "default": "no", + "balance": "29", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "151", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "entrepreneur", + "marital": "married", + "education": "secondary", + "default": "no", + "balance": "2", + "housing": "yes", + "loan": "yes", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "76", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "47", + "job": "blue-collar", + "marital": "married", + "education": "unknown", + "default": "no", + "balance": "1506", + "housing": "yes", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "92", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + }, + { + "age": "33", + "job": "unknown", + "marital": "single", + "education": "unknown", + "default": "no", + "balance": "1", + "housing": "no", + "loan": "no", + "contact": "unknown", + "day": "5", + "month": "may", + "duration": "198", + "campaign": "1", + "pdays": "-1", + "previous": "0", + "poutcome": "unknown", + "y": "no" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m8", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=pdays, condition_col=default.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "pdays", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10191ff340208c79bd3719096ca4b4564c2944e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-cd06-7203-a449-6ed2ed2535d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"pdays\\\",\\n SUM(CASE WHEN \\\"default\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"default\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"pdays\\\"\\n)\\nSELECT \\\"pdays\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template with group_col=\\\"pdays\\\" and condition_col=\\\"default\\\", using 'no' as the numerator condition and 'yes' as the denominator condition. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22810,"cached_input_tokens":19840,"output_tokens":200}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb2d7da8167084fcc951d56ba85fb549ae403374 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"pdays\",\n SUM(CASE WHEN \"default\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"default\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"pdays\"\n)\nSELECT \"pdays\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned grouped ratio template with group_col=\"pdays\" and condition_col=\"default\", using 'no' as the numerator condition and 'yes' as the denominator condition. 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_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e55051846fbf780682fb0306e060b6f2317e904 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:16.540381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:18.905902Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:27.622765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..71a71dd7a14a760c9c9c8b356d5d6daba28396a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=pdays, condition_col=default. +Result preview: [{"pdays": "182", "condition_ratio": 166.0}, {"pdays": "188", "condition_ratio": 63.0}, {"pdays": "189", "condition_ratio": 59.0}, {"pdays": "96", "condition_ratio": 56.0}, {"pdays": "196", "condition_ratio": 50.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffe0cbb31e8e49089a77028640b1d329d357b23d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_ff33de1157eb578f +-- problem_id: v2p_m8_ac3e1fa9d2d13759 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "pdays", + SUM(CASE WHEN "default" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "default" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "pdays" +) +SELECT "pdays", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..178b2fd178ec41f8cdfc0f0ceffe7623dcd953ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"pdays\",\n SUM(CASE WHEN \"default\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"default\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m8\"\n GROUP BY \"pdays\"\n)\nSELECT \"pdays\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"pdays\\\",\\n SUM(CASE WHEN \\\"default\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"default\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m8\\\"\\n GROUP BY \\\"pdays\\\"\\n)\\nSELECT \\\"pdays\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"pdays\", \"condition_ratio\"], \"rows\": [{\"pdays\": \"182\", \"condition_ratio\": 166.0}, {\"pdays\": \"188\", \"condition_ratio\": 63.0}, {\"pdays\": \"189\", \"condition_ratio\": 59.0}, {\"pdays\": \"96\", \"condition_ratio\": 56.0}, {\"pdays\": \"196\", \"condition_ratio\": 50.0}, {\"pdays\": \"370\", \"condition_ratio\": 48.5}, {\"pdays\": \"357\", \"condition_ratio\": 48.0}, {\"pdays\": \"-1\", \"condition_ratio\": 47.75197889182058}, {\"pdays\": \"345\", \"condition_ratio\": 47.0}, {\"pdays\": \"347\", \"condition_ratio\": 46.0}, {\"pdays\": \"180\", \"condition_ratio\": 44.0}, {\"pdays\": \"356\", \"condition_ratio\": 44.0}, {\"pdays\": \"344\", \"condition_ratio\": 43.0}, {\"pdays\": \"371\", \"condition_ratio\": 43.0}, {\"pdays\": \"187\", \"condition_ratio\": 42.0}, {\"pdays\": \"364\", \"condition_ratio\": 37.5}, {\"pdays\": \"168\", \"condition_ratio\": 36.0}, {\"pdays\": \"272\", \"condition_ratio\": 36.0}, {\"pdays\": \"336\", \"condition_ratio\": 35.0}, {\"pdays\": \"359\", \"condition_ratio\": 35.0}, {\"pdays\": \"346\", \"condition_ratio\": 34.0}, {\"pdays\": \"361\", \"condition_ratio\": 32.0}, {\"pdays\": \"85\", \"condition_ratio\": 31.0}, {\"pdays\": \"301\", \"condition_ratio\": 30.0}, {\"pdays\": \"332\", \"condition_ratio\": 30.0}, {\"pdays\": \"100\", \"condition_ratio\": 29.0}, {\"pdays\": \"266\", \"condition_ratio\": 29.0}, {\"pdays\": \"362\", \"condition_ratio\": 28.0}, {\"pdays\": \"349\", \"condition_ratio\": 27.5}, {\"pdays\": \"110\", \"condition_ratio\": 27.0}, {\"pdays\": \"363\", \"condition_ratio\": 26.5}, {\"pdays\": \"273\", \"condition_ratio\": 26.0}, {\"pdays\": \"300\", \"condition_ratio\": 26.0}, {\"pdays\": \"262\", \"condition_ratio\": 25.0}, {\"pdays\": \"329\", \"condition_ratio\": 25.0}, {\"pdays\": \"245\", \"condition_ratio\": 23.0}, {\"pdays\": \"112\", \"condition_ratio\": 18.0}, {\"pdays\": \"205\", \"condition_ratio\": 17.0}, {\"pdays\": \"293\", \"condition_ratio\": 17.0}, {\"pdays\": \"123\", \"condition_ratio\": 16.0}, {\"pdays\": \"288\", \"condition_ratio\": 15.0}, {\"pdays\": \"287\", \"condition_ratio\": 14.5}, {\"pdays\": \"305\", \"condition_ratio\": 13.0}, {\"pdays\": \"161\", \"condition_ratio\": 12.0}, {\"pdays\": \"255\", \"condition_ratio\": 9.0}, {\"pdays\": \"292\", \"condition_ratio\": 9.0}, {\"pdays\": \"207\", \"condition_ratio\": 8.0}, {\"pdays\": \"240\", \"condition_ratio\": 7.0}, {\"pdays\": \"291\", \"condition_ratio\": 7.0}, {\"pdays\": \"243\", \"condition_ratio\": 6.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 31.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4fc744f736bc4a69864ed1220a70d54d8aae8d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "m8", + "started_at": "2026-05-04T06:58:16.313831+00:00", + "ended_at": "2026-05-04T06:58:28.596125+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m8_ff33de1157eb578f", + "problem_id": "v2p_m8_ac3e1fa9d2d13759", + "dataset_id": "m8", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=pdays, condition_col=default.", + "bindings": { + "group_col": "pdays", + "condition_col": "default", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "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": -1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "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_c\\m8\\sql\\v2q_m8_ff33de1157eb578f.sql", + "usage_summary": { + "dataset_id": "m8", + "model": "v2-cli:codex", + "run_id": "v2q_m8_ff33de1157eb578f", + "api_calls": 0, + "input_tokens": 22810, + "cached_input_tokens": 19840, + "output_tokens": 200, + "total_tokens": 23010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12215.98, + "sql_execution_elapsed_ms_total": 31.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\m8\\artifacts\\v2q_m8_ff33de1157eb578f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb1f17b1d10869b918999d9b1f4519441fc59a17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/artifacts/v2q_m8_ff33de1157eb578f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:28.552427+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12215.98, "started_at": "2026-05-04T06:58:16.321937+00:00", "ended_at": "2026-05-04T06:58:28.537971+00:00", "prompt_metrics": {"chars": 9762, "bytes_utf8": 9762, "lines": 303, "estimated_tokens": 2719}, "response_metrics": {"chars": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": 184}, "usage": {"input_tokens": 22810, "cached_input_tokens": 19840, "output_tokens": 200}, "stderr_preview": "2026-05-04T06:58:16.540381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:18.905902Z 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_c/m8/sql/v2q_m8_0348e479a5434397.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0348e479a5434397.sql new file mode 100644 index 0000000000000000000000000000000000000000..d61da10eb11dd38311f30adc5a5139776d4b08de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0348e479a5434397.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_0348e479a5434397 +-- problem_id: v2p_m8_c23637bae103e4a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "poutcome", + SUM(CAST("campaign" AS REAL)) AS sum_measure, + AVG(CAST("campaign" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "previous", "poutcome" +ORDER BY "previous", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_04334f162afc6253.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_04334f162afc6253.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b3ecf25f71e7eeca97ed4e571e6b3460e9a3f87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_04334f162afc6253.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_04334f162afc6253 +-- problem_id: v2p_m8_d29a9d6d4a7e9923 +-- realization_mode: agent +-- source_kind: agent +SELECT + "age", + "job", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "job" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_04e4e9943cd0e85a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_04e4e9943cd0e85a.sql new file mode 100644 index 0000000000000000000000000000000000000000..973dc7e60af56288db54822447a9e81e79a405f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_04e4e9943cd0e85a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_04e4e9943cd0e85a +-- problem_id: v2p_m8_326ff255101594c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_058a034b58940f31.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_058a034b58940f31.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae9f1806bf07a8d74b96fe94925752296fcd1d63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_058a034b58940f31.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_058a034b58940f31 +-- problem_id: v2p_m8_a0a9797b9e3763ac +-- realization_mode: agent +-- source_kind: agent +SELECT + "previous", + "pdays_num" AS "percentile_measure" +FROM ( + SELECT + "previous", + CAST("pdays" AS REAL) AS "pdays_num", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "m8" +) +WHERE "cnt" >= 5 + AND "rn" = CAST((((9 * "cnt") + 9) / 10) AS INTEGER) +ORDER BY "percentile_measure" DESC, "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_06c0fe17a2c344d3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_06c0fe17a2c344d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb602a4705f3af9d7f3f4ababee8c17518b35b04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_06c0fe17a2c344d3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_06c0fe17a2c344d3 +-- problem_id: v2p_m8_913fee935ce7186a +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_06c9f1f99c4e9541.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_06c9f1f99c4e9541.sql new file mode 100644 index 0000000000000000000000000000000000000000..01d8c89f26cbc1efdc26582fff408b976120ed33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_06c9f1f99c4e9541.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_06c9f1f99c4e9541 +-- problem_id: v2p_m8_0835cb32899ddb16 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_07a88f88bc78b9f0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_07a88f88bc78b9f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5298f4745f2bb80d80a9997fb6777fdcfea705fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_07a88f88bc78b9f0.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_07a88f88bc78b9f0 +-- problem_id: v2p_m8_ae2527111453e76f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "loan", + CAST("day" AS REAL) AS "day_num" + FROM "m8" + WHERE "housing" = 'yes' + AND "day" IS NOT NULL +), "ranked" AS ( + SELECT + "loan", + "day_num", + ROW_NUMBER() OVER (PARTITION BY "loan" ORDER BY "day_num") AS "rn", + COUNT(*) OVER (PARTITION BY "loan") AS "cnt" + FROM "filtered" +) +SELECT + "loan", + MAX("day_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CEIL(0.9 * "cnt") +GROUP BY "loan" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_08a16bde255fd2bf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_08a16bde255fd2bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e7888fc769f76e302b2b1c19faa66a1bdce4d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_08a16bde255fd2bf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_08a16bde255fd2bf +-- problem_id: v2p_m8_94f904d0f3d1f8b5 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "contact", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "contact" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_09232d85cd9436af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_09232d85cd9436af.sql new file mode 100644 index 0000000000000000000000000000000000000000..991b47d8393947bf9ad1be64c8f6d31cb29e96b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_09232d85cd9436af.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_09232d85cd9436af +-- problem_id: v2p_m8_1ff8d4b29ec7e897 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "poutcome", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "poutcome") AS "avg_measure" +FROM "m8" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_09ca091dbef5a039.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_09ca091dbef5a039.sql new file mode 100644 index 0000000000000000000000000000000000000000..de3193fc12acc35f6d455d8395c183b90ec8a8eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_09ca091dbef5a039.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_09ca091dbef5a039 +-- problem_id: v2p_m8_5c249983ac0150ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "education", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0a9994130c6312ca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0a9994130c6312ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b1769eba9772b3baa9c7c1dfab9e33d317a0ac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0a9994130c6312ca.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_0a9994130c6312ca +-- problem_id: v2p_m8_b15adb9770275719 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "campaign" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0aa8f208d2661388.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0aa8f208d2661388.sql new file mode 100644 index 0000000000000000000000000000000000000000..c12d8365722dc5800da78ad13aafdd1ae951f265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0aa8f208d2661388.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0aa8f208d2661388 +-- problem_id: v2p_m8_4e8d55c9c30da20b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "campaign" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "campaign" +), 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_c/m8/sql/v2q_m8_0b551c560f03540a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0b551c560f03540a.sql new file mode 100644 index 0000000000000000000000000000000000000000..60adb576f11aca4cc2461de65f49b781ab4c0014 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0b551c560f03540a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0b551c560f03540a +-- problem_id: v2p_m8_d23e1a7429b1178f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "loan" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "loan" +) +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_c/m8/sql/v2q_m8_0c184e144be829f4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0c184e144be829f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8a95e947416f86fd7d3455449190a4e202b7d58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0c184e144be829f4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_0c184e144be829f4 +-- problem_id: v2p_m8_5074e80c6f7e54ef +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0ccb8eda9017b026.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0ccb8eda9017b026.sql new file mode 100644 index 0000000000000000000000000000000000000000..57efaa6bbdd9f22d9206865af90962db7ca11ea5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0ccb8eda9017b026.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0ccb8eda9017b026 +-- problem_id: v2p_m8_4887164715f08562 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "age" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0d03c347eb438412.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0d03c347eb438412.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e0fce82957ad05beeeb4d92c0092847cf82f9b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0d03c347eb438412.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_0d03c347eb438412 +-- problem_id: v2p_m8_31239db23f478a12 +-- realization_mode: agent +-- source_kind: agent +SELECT + "loan", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "loan" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0d32f891a0356160.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0d32f891a0356160.sql new file mode 100644 index 0000000000000000000000000000000000000000..532b5c873715da9502d137547d0d1a12b7cb9675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0d32f891a0356160.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_0d32f891a0356160 +-- problem_id: v2p_m8_5771cdab0c1ae49b +-- realization_mode: agent +-- source_kind: agent +SELECT + "age", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e05e8cc301be3a6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e05e8cc301be3a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe71418ccb1260a8479f6cf25a6d193c8abc03b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e05e8cc301be3a6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0e05e8cc301be3a6 +-- problem_id: v2p_m8_62adb97f55c69d1f +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "m8" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e3c2a90bb73dc14.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e3c2a90bb73dc14.sql new file mode 100644 index 0000000000000000000000000000000000000000..1be7264ff7d89b7d2d249022ac8e48939db5c81b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e3c2a90bb73dc14.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_0e3c2a90bb73dc14 +-- problem_id: v2p_m8_5cf9dba4670efa76 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "job", + SUM(CAST("age" AS REAL)) AS sum_measure, + AVG(CAST("age" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "education" = 'tertiary' +GROUP BY "age", "job" +ORDER BY "age", "job"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e68d0c921655836.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e68d0c921655836.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ecfcba3bbd65de4f8ddcc67fcfd3eb0e6bfb5ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0e68d0c921655836.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_0e68d0c921655836 +-- problem_id: v2p_m8_0988285421062b1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0fa9b23bd57131d5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0fa9b23bd57131d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c928018801a02788460565bdf23189391a5b2116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_0fa9b23bd57131d5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_0fa9b23bd57131d5 +-- problem_id: v2p_m8_50b374660457a604 +-- realization_mode: agent +-- source_kind: agent +SELECT + "loan", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "loan" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_106b2d209992604a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_106b2d209992604a.sql new file mode 100644 index 0000000000000000000000000000000000000000..19df4d5821c089046add3b457a7925c9facfecb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_106b2d209992604a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_106b2d209992604a +-- problem_id: v2p_m8_420a0112d55ed59e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1074645e9365bfdf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1074645e9365bfdf.sql new file mode 100644 index 0000000000000000000000000000000000000000..dce3a14a67420312281629cc252bc5293e7cb443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1074645e9365bfdf.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_1074645e9365bfdf +-- problem_id: v2p_m8_5849b3107cdb84f0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG(CAST("campaign" AS REAL)) OVER (PARTITION BY "month") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_12245fd59b2526e4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_12245fd59b2526e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..39038bfeaf16d3e2d15f1ccd37b36567489a6b43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_12245fd59b2526e4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_12245fd59b2526e4 +-- problem_id: v2p_m8_4003f145e2f655fb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_134b1ce72f35a848.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_134b1ce72f35a848.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ed0029bd75d127705c06416c95c00722291b5ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_134b1ce72f35a848.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_134b1ce72f35a848 +-- problem_id: v2p_m8_84658584eaa36f0f +-- realization_mode: agent +-- source_kind: agent +SELECT + "default", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "default" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_138d71a92d067c4a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_138d71a92d067c4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..81a9196181eaa7ff6f1e9f9ed7647ef2b43a3f14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_138d71a92d067c4a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_138d71a92d067c4a +-- problem_id: v2p_m8_d88b435dba1b9afe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_13dbf6eac0209d30.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_13dbf6eac0209d30.sql new file mode 100644 index 0000000000000000000000000000000000000000..7111c82c184c89b45bec19a3842b2a9ed1e76fc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_13dbf6eac0209d30.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_13dbf6eac0209d30 +-- problem_id: v2p_m8_ecf86f5f7bab8139 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", + AVG(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "previous" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1426fde6a3787f23.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1426fde6a3787f23.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac65e1af30092888d9077a50fc237a1c6fadd8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1426fde6a3787f23.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_1426fde6a3787f23 +-- problem_id: v2p_m8_d81b539c2ed29a2e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "marital" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "marital" +), 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_c/m8/sql/v2q_m8_142aa36d6c6d5ac0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_142aa36d6c6d5ac0.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c815f6a217cfd5c3d07b560355954172b5c54e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_142aa36d6c6d5ac0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_142aa36d6c6d5ac0 +-- problem_id: v2p_m8_7b3ba183c439fbf1 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS support +FROM "m8" +WHERE CAST("day" AS REAL) >= 21.0 +GROUP BY "poutcome" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_143cd170c16deca8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_143cd170c16deca8.sql new file mode 100644 index 0000000000000000000000000000000000000000..93b433027e3a7f3100044e4fae657d773436b3c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_143cd170c16deca8.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_143cd170c16deca8 +-- problem_id: v2p_m8_8f8c8bb7389ed894 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "campaign" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "campaign" +) +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_c/m8/sql/v2q_m8_14c5f1cf4008046a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_14c5f1cf4008046a.sql new file mode 100644 index 0000000000000000000000000000000000000000..59176fca24119dec952cd2b1bee28cd855503794 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_14c5f1cf4008046a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_14c5f1cf4008046a +-- problem_id: v2p_m8_414be0e3de56ee4d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "campaign", + AVG(CAST("pdays" AS REAL)) OVER (PARTITION BY "campaign") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15069026aa309f65.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15069026aa309f65.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5dec0cfbfb8fa5ced5313f78381e6b3b16896ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15069026aa309f65.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_15069026aa309f65 +-- problem_id: v2p_m8_dc1351f7142391de +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "month", + SUM(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "month" +) +SELECT "month", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15a780d5aec1cade.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15a780d5aec1cade.sql new file mode 100644 index 0000000000000000000000000000000000000000..21091f24077b075246a0b8de332d60a924f07eca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15a780d5aec1cade.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_15a780d5aec1cade +-- problem_id: v2p_m8_b066b03626345ba4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "month", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15fdb82030568ad8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15fdb82030568ad8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0212abce83d31ad697e559d0048947f1db8d76bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_15fdb82030568ad8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_15fdb82030568ad8 +-- problem_id: v2p_m8_9e6003c7eea79c78 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("duration" AS REAL)) OVER (PARTITION BY "day") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_16eb49b1fb46d0f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_16eb49b1fb46d0f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e97064c0c5f4e2debf7ad682c11008d25eebe5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_16eb49b1fb46d0f5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_16eb49b1fb46d0f5 +-- problem_id: v2p_m8_fd4a86e8c13c1a0e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_177e34c07e148b07.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_177e34c07e148b07.sql new file mode 100644 index 0000000000000000000000000000000000000000..6456f145a808d668468f62eb9b8cc21ed9d1e89f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_177e34c07e148b07.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_177e34c07e148b07 +-- problem_id: v2p_m8_b783d862535b07b0 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_18a477da14cc32c5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_18a477da14cc32c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..277ceb9d8ef64a6cadaf5794ef4ef3df1c6b793d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_18a477da14cc32c5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_18a477da14cc32c5 +-- problem_id: v2p_m8_5d51dd0fa10f0a14 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_193d2dad3d36739d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_193d2dad3d36739d.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab2172c0c306220871482028bd2ec82dc91c3f5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_193d2dad3d36739d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_193d2dad3d36739d +-- problem_id: v2p_m8_4101f49748dd0ab9 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) > 5 +ORDER BY "education"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1d20a5f5bbec8342.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1d20a5f5bbec8342.sql new file mode 100644 index 0000000000000000000000000000000000000000..862d8c66032b166284a43aa3137d86cfa6cc9231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1d20a5f5bbec8342.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_1d20a5f5bbec8342 +-- problem_id: v2p_m8_fe0c85accfaed212 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "previous", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "previous") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1d4905ea39ff85fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1d4905ea39ff85fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d1a54946abe3f1945ade486c49d66668b29bb32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1d4905ea39ff85fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_1d4905ea39ff85fa +-- problem_id: v2p_m8_a3b312cdc3aadee7 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "loan" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1de98a0254a64e85.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1de98a0254a64e85.sql new file mode 100644 index 0000000000000000000000000000000000000000..917d2c6dba468647177a6b6953f8dc5a9c087693 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_1de98a0254a64e85.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_1de98a0254a64e85 +-- problem_id: v2p_m8_bd731c3ee0dc0015 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_20badb6bdd2e6d2c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_20badb6bdd2e6d2c.sql new file mode 100644 index 0000000000000000000000000000000000000000..41321387ce171cd3f32c5353b567b139689539dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_20badb6bdd2e6d2c.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_20badb6bdd2e6d2c +-- problem_id: v2p_m8_678cd151580cccc0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "marital" = 'married' +), +"ranked" AS ( + SELECT + "pdays", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "pdays", + (0.95 * ("cnt" - 1) + 1.0) AS "pos" + FROM "ranked" + GROUP BY "pdays", "cnt" +), +"bounds" AS ( + SELECT + "pdays", + "pos", + CAST("pos" AS INTEGER) AS "lo_rn", + CASE + WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END AS "hi_rn" + FROM "pos" +) +SELECT + b."pdays", + CASE + WHEN b."lo_rn" = b."hi_rn" THEN MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_num" END) + ELSE + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_num" END) + + (b."pos" - b."lo_rn") * ( + MAX(CASE WHEN r."rn" = b."hi_rn" THEN r."age_num" END) - + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_num" END) + ) + END AS "conditional_percentile" +FROM "bounds" AS b +JOIN "ranked" AS r + ON r."pdays" = b."pdays" +GROUP BY b."pdays", b."pos", b."lo_rn", b."hi_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_20c0ab31a86d4d0c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_20c0ab31a86d4d0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8670ae9a4de636c5e45f3a24a276667b422e815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_20c0ab31a86d4d0c.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_20c0ab31a86d4d0c +-- problem_id: v2p_m8_ed3307b928f53edd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" + WHERE "y" = 'no' +), +"target" AS ( + SELECT + "campaign", + "previous_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "campaign", + "previous_value" AS "conditional_percentile" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_21cd3588922968fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_21cd3588922968fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f3b50f36d583d7a3922791dde9988b219799845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_21cd3588922968fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_21cd3588922968fe +-- problem_id: v2p_m8_c78ac6ff36ac6138 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "poutcome", + SUM(CAST("previous" AS REAL)) AS "sum_measure", + AVG(CAST("previous" AS REAL)) AS "avg_measure", + COUNT(*) AS "support" +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "campaign", "poutcome" +ORDER BY "campaign", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_22d4c4ebfb211258.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_22d4c4ebfb211258.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb49a7583a2a5789edf1c6b3281faffbf17b4b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_22d4c4ebfb211258.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_22d4c4ebfb211258 +-- problem_id: v2p_m8_3efee06d505927b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "education" +ORDER BY support ASC, "marital", "education" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2584e347902b8ffc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2584e347902b8ffc.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d2963eb66e11b7315cec885f1fc4c335e328653 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2584e347902b8ffc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_2584e347902b8ffc +-- problem_id: v2p_m8_04a733372f686d6a +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("campaign" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2646a693b8f5809f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2646a693b8f5809f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2031d853f4a9576e68c57199a2a6c6aa6eb76921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2646a693b8f5809f.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2646a693b8f5809f +-- problem_id: v2p_m8_464748a547637d69 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "loan") AS "cnt" + FROM "m8" + WHERE "previous" IS NOT NULL + AND TRIM("previous") <> '' +), +"picked" AS ( + SELECT + "loan", + "previous_value", + "rn", + "cnt", + CAST(((95 * "cnt") + 99) / 100 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "loan", + "previous_value" 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_c/m8/sql/v2q_m8_28fc77aa174f36cf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_28fc77aa174f36cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..23f1b091b516410b0f02be73018ce1a386beddf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_28fc77aa174f36cf.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_28fc77aa174f36cf +-- problem_id: v2p_m8_525ee013caf2d253 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +), 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_c/m8/sql/v2q_m8_29aae556cdc68d80.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_29aae556cdc68d80.sql new file mode 100644 index 0000000000000000000000000000000000000000..171a55950eac04629029a01445c338b73dc73d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_29aae556cdc68d80.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_29aae556cdc68d80 +-- problem_id: v2p_m8_46aaadf31082eee7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "month", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2a3e2135ce911ab8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2a3e2135ce911ab8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a7652b34d6670946fcca6e75ef48a2ccf370238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2a3e2135ce911ab8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_2a3e2135ce911ab8 +-- problem_id: v2p_m8_d756847d83eed184 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "y", + SUM(CAST("duration" AS REAL)) AS sum_measure, + AVG(CAST("duration" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "y" = 'yes' +GROUP BY "pdays", "y" +ORDER BY "pdays", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2b30c9a273144731.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2b30c9a273144731.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f080b0b44a8eb138bb955a77dd95bc425876c2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2b30c9a273144731.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2b30c9a273144731 +-- problem_id: v2p_m8_5c0ab27493c28091 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2bc9b154ad0c1404.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2bc9b154ad0c1404.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc6b4c0e4eb1ffa1b54cc7552a1e7bb13c8a89e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2bc9b154ad0c1404.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2bc9b154ad0c1404 +-- problem_id: v2p_m8_f7226c083e0b458d +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG(CAST("campaign" AS REAL)) OVER (PARTITION BY "month") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2c7e52e9816fdcd9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2c7e52e9816fdcd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9d946b9e627fc522a69ae9b3fb32a7eae6b72fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2c7e52e9816fdcd9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_2c7e52e9816fdcd9 +-- problem_id: v2p_m8_4fb871cbad39e74c +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", AVG(CAST("day" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) > 5 +ORDER BY "pdays"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2ca717f12baeccbb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2ca717f12baeccbb.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e18353c0f38c3c7e7c9927d64385e4abd3ea7a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2ca717f12baeccbb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2ca717f12baeccbb +-- problem_id: v2p_m8_22b3cc848ef2633c +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "education" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2fed13e35037392d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2fed13e35037392d.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bc7a8154209e88b15671831931cd9a38294b137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_2fed13e35037392d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_2fed13e35037392d +-- problem_id: v2p_m8_4763425c22cda119 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_308abdaeaaccdb72.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_308abdaeaaccdb72.sql new file mode 100644 index 0000000000000000000000000000000000000000..a68c5a1b1f98e51eee4674209f71cb6351c8e1ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_308abdaeaaccdb72.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_308abdaeaaccdb72 +-- problem_id: v2p_m8_58c20d8ad86823c4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_337807704535710d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_337807704535710d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e5f074ae572da7df796aad5cc3189ac2ee869b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_337807704535710d.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_337807704535710d +-- problem_id: v2p_m8_0aeecdd9048754ec +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "housing", + CAST("pdays" AS REAL) AS "pdays_num", + CUME_DIST() OVER ( + PARTITION BY "housing" + ORDER BY CAST("pdays" AS REAL) + ) AS "cd" + FROM "m8" + WHERE "housing" IS NOT NULL + AND "pdays" IS NOT NULL +) +SELECT + "housing", + MIN("pdays_num") AS "percentile_measure" +FROM "ranked" +WHERE "cd" >= 0.9 +GROUP BY "housing" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_34acabb03f941cc8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_34acabb03f941cc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..87f1ad374f4cf5ba8f19cbc5827ed25a5ee32f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_34acabb03f941cc8.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_34acabb03f941cc8 +-- problem_id: v2p_m8_cb6bba780a868b96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +) +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_c/m8/sql/v2q_m8_35f5640859757ac6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_35f5640859757ac6.sql new file mode 100644 index 0000000000000000000000000000000000000000..91a52466be01f9281c54c8658615abc39d9eadcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_35f5640859757ac6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_35f5640859757ac6 +-- problem_id: v2p_m8_9157d17da637130a +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", + AVG(CASE WHEN "contact" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "poutcome" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3601e81010d1b568.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3601e81010d1b568.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6a331f1ce20ae38d958a4bd73931cbb3de4d611 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3601e81010d1b568.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3601e81010d1b568 +-- problem_id: v2p_m8_1d63e1e3e73e37b8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3772f018e2803658.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3772f018e2803658.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e0d6511cf6e898bd86323e440680f8123a3ee2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3772f018e2803658.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3772f018e2803658 +-- problem_id: v2p_m8_7c8f83c1cfae562f +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "housing" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_37fc2afd65e42708.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_37fc2afd65e42708.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b59aa61fc5c0328c4e9b5a29f95adc8404e8333 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_37fc2afd65e42708.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_37fc2afd65e42708 +-- problem_id: v2p_m8_67ddbc60a60a60f5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "y", + SUM(CASE WHEN "contact" = 'cellular' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "contact" = 'unknown' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "y" +) +SELECT "y", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3805224a4d9b3a0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3805224a4d9b3a0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c3bef3610f99b07b4ab7614b9a46783330679c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3805224a4d9b3a0e.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3805224a4d9b3a0e +-- problem_id: v2p_m8_e2939d6abcda5010 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "month", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY CAST("day" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "m8" +), +"ranks" AS ( + SELECT DISTINCT + "month", + (1.0 + 0.9 * ("cnt" - 1)) AS "rank_real", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) AS "low_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) + 1 + END AS "high_rn" + FROM "ordered" +), +"picked" AS ( + SELECT + o."month", + r."rank_real", + r."low_rn", + r."high_rn", + MAX(CASE WHEN o."rn" = r."low_rn" THEN o."day_value" END) AS "low_val", + MAX(CASE WHEN o."rn" = r."high_rn" THEN o."day_value" END) AS "high_val" + FROM "ordered" AS o + JOIN "ranks" AS r + ON o."month" = r."month" + GROUP BY o."month", r."rank_real", r."low_rn", r."high_rn" +) +SELECT + "month", + "low_val" + ("rank_real" - "low_rn") * ("high_val" - "low_val") AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_38437a02397517f6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_38437a02397517f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cfc6828eddee5b440e3addfc48c4f1b40b1f49c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_38437a02397517f6.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_38437a02397517f6 +-- problem_id: v2p_m8_dc60c66abf4a6d63 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "education", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "education" + ) AS "cnt" + FROM "m8" + WHERE "duration" IS NOT NULL +) +SELECT + "education", + MIN("duration_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= (("cnt" * 9) + 9) / 10 +GROUP BY "education" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3965b3e92db4d759.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3965b3e92db4d759.sql new file mode 100644 index 0000000000000000000000000000000000000000..baa3cbe909c2e0f690674891da7c8fb83818ab38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3965b3e92db4d759.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3965b3e92db4d759 +-- problem_id: v2p_m8_e02fd23ed6cdbb91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3a18bbf0a28da91e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3a18bbf0a28da91e.sql new file mode 100644 index 0000000000000000000000000000000000000000..de11fb13363dc6213b6c4e986583bdf3afaa3c82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3a18bbf0a28da91e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3a18bbf0a28da91e +-- problem_id: v2p_m8_af682f517d070793 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3b818a84b46df65e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3b818a84b46df65e.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e08d3395410e5f52ecbb13b116e584ccceafe06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3b818a84b46df65e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3b818a84b46df65e +-- problem_id: v2p_m8_be4c3afe59575363 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3c503f7930f4744c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3c503f7930f4744c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3581cfe9632ea355bac19b10034c35cf5a0be9d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3c503f7930f4744c.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3c503f7930f4744c +-- problem_id: v2p_m8_b424c64efcdabc8a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("pdays" AS REAL) AS "measure_value" + FROM "m8" + WHERE "poutcome" = 'unknown' +), "ranked" AS ( + SELECT + "month", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +), "target" AS ( + SELECT + "month", + MAX(CASE WHEN "rn" >= CAST(0.95 * "cnt" AS INTEGER) + CASE WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INTEGER) THEN 1 ELSE 0 END THEN "rn" END) AS "target_rn" + FROM "ranked" + GROUP BY "month" +) +SELECT + r."month", + r."measure_value" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "target" AS t + ON r."month" = t."month" + AND r."rn" = t."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3f00b77c5c8b1958.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3f00b77c5c8b1958.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d18ce9c4d01c42de14ac3071ccadcd71a426128 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3f00b77c5c8b1958.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3f00b77c5c8b1958 +-- problem_id: v2p_m8_28268bafc4914485 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "education", + CAST("previous" AS REAL) AS "previous" + FROM "m8" + WHERE "marital" = 'married' + AND "education" IS NOT NULL + AND "previous" IS NOT NULL +), +"ranked" AS ( + SELECT + "education", + "previous", + ROW_NUMBER() OVER (PARTITION BY "education" ORDER BY "previous") AS "rn", + COUNT(*) OVER (PARTITION BY "education") AS "cnt" + FROM "filtered" +) +SELECT + "education", + MIN("previous") 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 "education" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3f2129dbb77e37a8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3f2129dbb77e37a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..60636d33744d55d98f5bdf8943deb3c866c9793a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3f2129dbb77e37a8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3f2129dbb77e37a8 +-- problem_id: v2p_m8_73eca960376d5714 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE "month" = 'feb' +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3ff715411e9da943.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3ff715411e9da943.sql new file mode 100644 index 0000000000000000000000000000000000000000..b51d4850001934550a07105ecf834eb1a5ded844 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_3ff715411e9da943.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_3ff715411e9da943 +-- problem_id: v2p_m8_14b3cc7800b08395 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "m8" + 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_c/m8/sql/v2q_m8_403fc9cab18b8fe4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_403fc9cab18b8fe4.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9ac7d17f0e24f37782aec3b6c0188a9553f8714 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_403fc9cab18b8fe4.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_403fc9cab18b8fe4 +-- problem_id: v2p_m8_cf7f4d55e50854be +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "job" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "job" +), 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_c/m8/sql/v2q_m8_40712d095a6d1b7b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_40712d095a6d1b7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2849a40bac1e5724e8ff265370a55da3337fb1b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_40712d095a6d1b7b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_40712d095a6d1b7b +-- problem_id: v2p_m8_2a00bfb3bc1ee9cb +-- realization_mode: agent +-- source_kind: agent +SELECT + "default", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "default" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_41f70cc55b045bf1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_41f70cc55b045bf1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e825059bb868b80da92fd46aec0a8fe61a9308df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_41f70cc55b045bf1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_41f70cc55b045bf1 +-- problem_id: v2p_m8_0b399a1c8ea15b8b +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_440308fee743d77f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_440308fee743d77f.sql new file mode 100644 index 0000000000000000000000000000000000000000..574a51b487946b88dc74543ae76e151e3be5e1dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_440308fee743d77f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_440308fee743d77f +-- problem_id: v2p_m8_b3dab065c5b24c0f +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4786f2570a5a308d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4786f2570a5a308d.sql new file mode 100644 index 0000000000000000000000000000000000000000..719a3d4a05fad0d1c6c34247710448c629513aea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4786f2570a5a308d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4786f2570a5a308d +-- problem_id: v2p_m8_d83b7d5a7a988758 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "education", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "education" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_490b3aa304a60c42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_490b3aa304a60c42.sql new file mode 100644 index 0000000000000000000000000000000000000000..12aa188af9c406cf34a6a4249ab938fedeec25ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_490b3aa304a60c42.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_490b3aa304a60c42 +-- problem_id: v2p_m8_5a9416cfba84bbb2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "contact" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "contact" +) +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_c/m8/sql/v2q_m8_491cfa9baa48667e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_491cfa9baa48667e.sql new file mode 100644 index 0000000000000000000000000000000000000000..cea4fc75c7604ffc1c5593d0ae500f523abf4662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_491cfa9baa48667e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_491cfa9baa48667e +-- problem_id: v2p_m8_dcf0eb164c29a687 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "day", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "day" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4a4afddc5bd8bfdf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4a4afddc5bd8bfdf.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf30dddaa405abe66b2d4fb3b84ecbedacc746a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4a4afddc5bd8bfdf.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_4a4afddc5bd8bfdf +-- problem_id: v2p_m8_3f7958a0aff02d62 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS "support" +FROM "m8" +WHERE "contact" = 'unknown' +GROUP BY "job" +ORDER BY "support" DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4a7d2e4c918ef1d4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4a7d2e4c918ef1d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..54a3f21f7a4642e4f9de8606c41d0c3e78350ce2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4a7d2e4c918ef1d4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_4a7d2e4c918ef1d4 +-- problem_id: v2p_m8_235689f11f338ee9 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", + AVG(CASE WHEN "education" = 'tertiary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "marital" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4e9b30be950ca61e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4e9b30be950ca61e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f89a15cbbce4543d78087582ee6fa7fa5bbf799b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4e9b30be950ca61e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_4e9b30be950ca61e +-- problem_id: v2p_m8_cfa594e421626f85 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4f4a603dc1b365c6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4f4a603dc1b365c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0589bc2dd870fed2ed5d2b6efb1547c1ab55c7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_4f4a603dc1b365c6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_4f4a603dc1b365c6 +-- problem_id: v2p_m8_62796a0026ce6e1a +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "month" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_50dff295dcc6d80d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_50dff295dcc6d80d.sql new file mode 100644 index 0000000000000000000000000000000000000000..43be6de9cbb33b295e9beab5a30d1220c3eb5be1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_50dff295dcc6d80d.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_50dff295dcc6d80d +-- problem_id: v2p_m8_6982cf3fe32d860e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "previous" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "previous" +), 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_c/m8/sql/v2q_m8_514399d6bc7ab14a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_514399d6bc7ab14a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2175d920e6f6aca917c93ed1271392166d8679e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_514399d6bc7ab14a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_514399d6bc7ab14a +-- problem_id: v2p_m8_ca27fbe2a47cdd60 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "job" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "job" +) +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_c/m8/sql/v2q_m8_51804ad32ff3fbcf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_51804ad32ff3fbcf.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc0805f46c1254dc38ea47229bece48ce24bbf76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_51804ad32ff3fbcf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_51804ad32ff3fbcf +-- problem_id: v2p_m8_0b0ee8ceac1044d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", + AVG(CASE WHEN "housing" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "default" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_52d14ec842523805.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_52d14ec842523805.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bb198e5e0384a2b93e5b74e73d211d3349d6625 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_52d14ec842523805.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_52d14ec842523805 +-- problem_id: v2p_m8_cffbf2f3baf86f8c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "campaign") AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND "duration" IS NOT NULL +), +"picked" AS ( + SELECT + "campaign", + "duration_value" + FROM "ranked" + WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999) AS INTEGER) +) +SELECT + "campaign", + "duration_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5346f232ccf26eb3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5346f232ccf26eb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..552ff8befd57c2555175cf44cd12ec4deeb9b0af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5346f232ccf26eb3.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_5346f232ccf26eb3 +-- problem_id: v2p_m8_27a1a496f3391d57 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "previous", + SUM(CASE WHEN "housing" = 'yes' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'no' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "previous" +) +SELECT "previous", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_53caf6fb8b501a3d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_53caf6fb8b501a3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..1cee0a25f72e126cb942ff16719414e3c7b598b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_53caf6fb8b501a3d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_53caf6fb8b501a3d +-- problem_id: v2p_m8_f16b6fec8f2dcb2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "loan", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "loan" +ORDER BY support ASC, "marital", "loan" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_55157642070fbc59.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_55157642070fbc59.sql new file mode 100644 index 0000000000000000000000000000000000000000..14189b2c78a70ca6f04fd9cf5308b9be8c608b6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_55157642070fbc59.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_55157642070fbc59 +-- problem_id: v2p_m8_1def1742d9bad92b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_55892638d8f1fa11.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_55892638d8f1fa11.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc4918dfa01bd645f793d35f5656da7a76e86e0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_55892638d8f1fa11.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_55892638d8f1fa11 +-- problem_id: v2p_m8_2510457a03161b1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "day", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_57c50fb37b4390df.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_57c50fb37b4390df.sql new file mode 100644 index 0000000000000000000000000000000000000000..13a68d01565ef1f0867611f60227fc123db9120f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_57c50fb37b4390df.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_57c50fb37b4390df +-- problem_id: v2p_m8_2ddef7bb7a0e7f7f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_589e10b332c93353.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_589e10b332c93353.sql new file mode 100644 index 0000000000000000000000000000000000000000..60d3b94546e7069ddabc69179f81481e46236443 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_589e10b332c93353.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_589e10b332c93353 +-- problem_id: v2p_m8_327e92602da29fdc +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "default", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "default" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "default" + ) AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND TRIM("campaign") <> '' +), +"percentile_pick" AS ( + SELECT + "default", + "campaign_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INT) +) +SELECT + "default", + "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5901d1e1a15c4839.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5901d1e1a15c4839.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec4544ba6ecab16dd5aa78f8177d9fc09e4d8956 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5901d1e1a15c4839.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_5901d1e1a15c4839 +-- problem_id: v2p_m8_190e161351886dcd +-- realization_mode: agent +-- source_kind: agent +SELECT + "previous", + AVG(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5 +ORDER BY "condition_rate" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5a93edf5bbb3a556.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5a93edf5bbb3a556.sql new file mode 100644 index 0000000000000000000000000000000000000000..2134c10ac0e577bbc6316bd8567bffb1e7637cf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5a93edf5bbb3a556.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_5a93edf5bbb3a556 +-- problem_id: v2p_m8_049ea7dba6087d54 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "previous" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "previous" +) +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_c/m8/sql/v2q_m8_5cdf4007cbab70d8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5cdf4007cbab70d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d9a5321d51a31c5c5f60787a82c1dd080ce9f10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5cdf4007cbab70d8.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_5cdf4007cbab70d8 +-- problem_id: v2p_m8_6770eaa814034d0f +-- realization_mode: agent +-- source_kind: agent +SELECT + "contact", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "contact" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5d29dca425adcb78.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5d29dca425adcb78.sql new file mode 100644 index 0000000000000000000000000000000000000000..f544bd2eaa3c452bfb51d868d9731932b50fc17a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5d29dca425adcb78.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_5d29dca425adcb78 +-- problem_id: v2p_m8_a654c21384e0d816 +-- realization_mode: agent +-- source_kind: agent +SELECT + "day", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5fd823661ee17454.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5fd823661ee17454.sql new file mode 100644 index 0000000000000000000000000000000000000000..73c475b042123b1d2ff1b236fefb903870dec386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_5fd823661ee17454.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_5fd823661ee17454 +-- problem_id: v2p_m8_2aaba935eb3df201 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "y", + SUM(CAST("age" AS REAL)) AS sum_measure, + AVG(CAST("age" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("age" AS REAL) >= 48.0 +GROUP BY "campaign", "y" +ORDER BY "campaign", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_60359a73bfb6855e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_60359a73bfb6855e.sql new file mode 100644 index 0000000000000000000000000000000000000000..08da10f466e97e7238b809f1887397964a21cf18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_60359a73bfb6855e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_60359a73bfb6855e +-- problem_id: v2p_m8_65729f785365e397 +-- realization_mode: agent +-- source_kind: agent +SELECT "loan", COUNT(*) AS row_count +FROM "m8" +GROUP BY "loan" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_607558bc22cabca1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_607558bc22cabca1.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fd67d515dc5bdf2953360f38872ba2a17348d9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_607558bc22cabca1.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_607558bc22cabca1 +-- problem_id: v2p_m8_ad6aa967e5baa150 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "housing", + CAST("pdays" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "housing" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "housing") AS "cnt" + FROM "m8" +), +"positions" AS ( + SELECT + "housing", + "measure_value", + "rn", + "cnt", + (1.0 + (0.95 * ("cnt" - 1))) AS "pos", + CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + (0.95 * ("cnt" - 1))) = CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + THEN CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + ELSE CAST((1.0 + (0.95 * ("cnt" - 1))) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ranked" +) +SELECT + "housing", + CASE + WHEN MAX("lo_rn") = MAX("hi_rn") THEN + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) + ELSE + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) * (MAX("hi_rn") - MAX("pos")) + + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_value" END) * (MAX("pos") - MAX("lo_rn")) + END AS "percentile_measure" +FROM "positions" +GROUP BY "housing" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_607d09874b112e42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_607d09874b112e42.sql new file mode 100644 index 0000000000000000000000000000000000000000..feda77e7bebfb20cc06d61ece71a6b97660c2842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_607d09874b112e42.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_607d09874b112e42 +-- problem_id: v2p_m8_b67d10b72f9ebffc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "m8" + 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_c/m8/sql/v2q_m8_642feaa67be428f0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_642feaa67be428f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d59b35442c79c059ba013dcf3edb7bfe7adb8fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_642feaa67be428f0.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_642feaa67be428f0 +-- problem_id: v2p_m8_f1623a6333833992 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "m8" + 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_c/m8/sql/v2q_m8_6647f1b85ad9718f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6647f1b85ad9718f.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f7d4518f3908b21a9801cd67bca06b69932bce2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6647f1b85ad9718f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_6647f1b85ad9718f +-- problem_id: v2p_m8_73ac0ee07818b6b9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_66a66f603592f1cc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_66a66f603592f1cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea0cec92ad6eb58b80d5162b2bbd60b22a31e6a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_66a66f603592f1cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_66a66f603592f1cc +-- problem_id: v2p_m8_b909b63f21d934e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "day", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "day" +ORDER BY support ASC, "marital", "day" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_67226cc279ba56d4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_67226cc279ba56d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c30e21e87b022949e1d0d776b918f2cc4f18daf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_67226cc279ba56d4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_67226cc279ba56d4 +-- problem_id: v2p_m8_295fb4ed6c6ce027 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", + AVG(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "job" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_685aced32428dd75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_685aced32428dd75.sql new file mode 100644 index 0000000000000000000000000000000000000000..eba4853594c591d99c2156c82a5a80720ea7a3b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_685aced32428dd75.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_685aced32428dd75 +-- problem_id: v2p_m8_f21370f5570d29a4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("duration" AS REAL)) OVER (PARTITION BY "day") AS "avg_measure" +FROM "m8" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_68723faeb4a67c2f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_68723faeb4a67c2f.sql new file mode 100644 index 0000000000000000000000000000000000000000..d28afbadaf4e81f38c624a0963de971a5e2e36ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_68723faeb4a67c2f.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_68723faeb4a67c2f +-- problem_id: v2p_m8_e8267fff27572a83 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "loan", + CAST("previous" AS REAL) AS "previous_value", + ROW_NUMBER() OVER ( + PARTITION BY "loan" + ORDER BY CAST("previous" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "loan") AS "cnt" + FROM "m8" +), +"target_rank" AS ( + SELECT + "loan", + "previous_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "loan", + "previous_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_695251c42e671050.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_695251c42e671050.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a6b80c1109613a5bc6fb4b0e31997ce606bd366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_695251c42e671050.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_695251c42e671050 +-- problem_id: v2p_m8_4d32656aaefc636b +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6bf14329a0cb18dc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6bf14329a0cb18dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea40cbc39b2587d2be540e3b93d321e01946e764 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6bf14329a0cb18dc.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6bf14329a0cb18dc +-- problem_id: v2p_m8_bb6bd4cdcbd0d240 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +) +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_c/m8/sql/v2q_m8_6c152141eca8e768.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6c152141eca8e768.sql new file mode 100644 index 0000000000000000000000000000000000000000..912f6dd11f86377b135dcf97e2da685e34ac616f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6c152141eca8e768.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6c152141eca8e768 +-- problem_id: v2p_m8_f59869d6bbb04bf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE "y" = 'no' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6d46e7c506658351.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6d46e7c506658351.sql new file mode 100644 index 0000000000000000000000000000000000000000..88b4f3fdc4d9bff4b6bfb91bab4f99fb54a32cb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6d46e7c506658351.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6d46e7c506658351 +-- problem_id: v2p_m8_0bafa84e070efaba +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "marital" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "marital" +) +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_c/m8/sql/v2q_m8_6e79dc01aadc1fa0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6e79dc01aadc1fa0.sql new file mode 100644 index 0000000000000000000000000000000000000000..7566bd7e82ce01d06d360fa5a9eb13720874b01b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6e79dc01aadc1fa0.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6e79dc01aadc1fa0 +-- problem_id: v2p_m8_1ceaafc443607b06 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "contact", + CAST("duration" AS REAL) AS "duration" + FROM "m8" + WHERE "loan" = 'no' +), +"ranked" AS ( + SELECT + "contact", + "duration", + ROW_NUMBER() OVER (PARTITION BY "contact" ORDER BY "duration") AS "rn", + COUNT(*) OVER (PARTITION BY "contact") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "contact", + "duration", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "contact", + "duration" AS "conditional_percentile" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6ef49dcdcdc3a88c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6ef49dcdcdc3a88c.sql new file mode 100644 index 0000000000000000000000000000000000000000..566e7d9c35030ca72613ffeff53ab58cd8284305 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6ef49dcdcdc3a88c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6ef49dcdcdc3a88c +-- problem_id: v2p_m8_2473549bb1c81b63 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6f54b58b75f6af39.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6f54b58b75f6af39.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd01288b6b518bd1cacd93087d987fab063548c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6f54b58b75f6af39.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_6f54b58b75f6af39 +-- problem_id: v2p_m8_810cdfb441d41638 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "pdays", + AVG(CAST("previous" AS REAL)) OVER (PARTITION BY "pdays") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6ff5cd0a665117ac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6ff5cd0a665117ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa3eba5021f8b6f282744064c6c05c5b40d046e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_6ff5cd0a665117ac.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_6ff5cd0a665117ac +-- problem_id: v2p_m8_7a4b937d430ab612 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "previous", + SUM(CAST("balance" AS REAL)) AS sum_measure, + AVG(CAST("balance" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("previous" AS REAL) >= 0.0 +GROUP BY "pdays", "previous" +ORDER BY "pdays", "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_706c2cc102c6ed41.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_706c2cc102c6ed41.sql new file mode 100644 index 0000000000000000000000000000000000000000..65a08f127774169f4c5beeaa1ca9d1a6d619cf84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_706c2cc102c6ed41.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_706c2cc102c6ed41 +-- problem_id: v2p_m8_4fa8c99372820aed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7464dcff5557725b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7464dcff5557725b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9b95a58d2d414ba4c0004d5326d65aab50fc6ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7464dcff5557725b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_7464dcff5557725b +-- problem_id: v2p_m8_11c69b08a4c04412 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "job", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "job" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7482c326faf2be4c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7482c326faf2be4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a37a32d454c328b69a5c03cc444e0bf05955a2c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7482c326faf2be4c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7482c326faf2be4c +-- problem_id: v2p_m8_fa53ae10099dff0c +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS row_count +FROM "m8" +GROUP BY "marital" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_795d6b71078effb9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_795d6b71078effb9.sql new file mode 100644 index 0000000000000000000000000000000000000000..bbd833c648219fc56ae0d9de4ff80afa808ad29b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_795d6b71078effb9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_795d6b71078effb9 +-- problem_id: v2p_m8_9f078fd43cb8238d +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "education", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "education" +ORDER BY support ASC, "marital", "education" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7981e9857c17596c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7981e9857c17596c.sql new file mode 100644 index 0000000000000000000000000000000000000000..869d63a49ed2e73df5d02820b343f38a92b3e0f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7981e9857c17596c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7981e9857c17596c +-- problem_id: v2p_m8_4d19610d1e8b140f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7b16b6821b98334e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7b16b6821b98334e.sql new file mode 100644 index 0000000000000000000000000000000000000000..45a417dec97a65129b3885e2b4e40845ec363732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7b16b6821b98334e.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7b16b6821b98334e +-- problem_id: v2p_m8_cb3813670e7b39e6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "poutcome" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "poutcome" +) +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_c/m8/sql/v2q_m8_7b4a19410eef1cd9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7b4a19410eef1cd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f7687b7bb5a612f37696dc6207db0e88f57bf2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7b4a19410eef1cd9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_7b4a19410eef1cd9 +-- problem_id: v2p_m8_06facaf18f32acd7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "job", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7c12efa79d3839a9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7c12efa79d3839a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d6004218876dec36de7dc6e388525911ddf4156 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7c12efa79d3839a9.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7c12efa79d3839a9 +-- problem_id: v2p_m8_5f3d757f4b5b72ce +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "contact" + ) AS "cnt" + FROM "m8" + WHERE "contact" IS NOT NULL + AND "age" IS NOT NULL +), +"picked" AS ( + SELECT + "contact", + "age_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "contact" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "contact", + "percentile_measure" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7c90b77c0e463bc2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7c90b77c0e463bc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..28c135e754688241099fc3a422c5af3485125a2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7c90b77c0e463bc2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_7c90b77c0e463bc2 +-- problem_id: v2p_m8_e8ac34d10ea6bd04 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", AVG(CAST("duration" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) > 5 +ORDER BY "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7f07615045d3bf38.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7f07615045d3bf38.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb5e1cf0239ee620f4208b0a6f7ecc006695612e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7f07615045d3bf38.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_7f07615045d3bf38 +-- problem_id: v2p_m8_ffb760ff0831a935 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "default" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7f93a09bf5627caa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7f93a09bf5627caa.sql new file mode 100644 index 0000000000000000000000000000000000000000..10f6afd03393690d3cd5aa32241ef1b50217c1be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_7f93a09bf5627caa.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_7f93a09bf5627caa +-- problem_id: v2p_m8_aec89766f44db423 +-- realization_mode: agent +-- source_kind: agent +SELECT + "education", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "education" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_808a79701d8588d2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_808a79701d8588d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..c128ee9dd3fdaf589997e00e1803c0db479045eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_808a79701d8588d2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_808a79701d8588d2 +-- problem_id: v2p_m8_6195b6dfb7a2492e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "m8" +WHERE "housing" = 'yes' +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_82461511661b0c08.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_82461511661b0c08.sql new file mode 100644 index 0000000000000000000000000000000000000000..9334fd73f85d53e95ea4e527063d1790c6e7df66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_82461511661b0c08.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_82461511661b0c08 +-- problem_id: v2p_m8_4ab792531b746566 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_84335085a98595ee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_84335085a98595ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..c60cfe985f0e94c14737ae6c733112b7c33c9b73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_84335085a98595ee.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_84335085a98595ee +-- problem_id: v2p_m8_698750049322137f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "month", + CAST("pdays" AS REAL) AS "pdays_num" + FROM "m8" + WHERE "poutcome" = 'failure' +), "ranked" AS ( + SELECT + "month", + "pdays_num", + ROW_NUMBER() OVER (PARTITION BY "month" ORDER BY "pdays_num") AS "rn", + COUNT(*) OVER (PARTITION BY "month") AS "cnt" + FROM "filtered" +) +SELECT + "month", + MIN("pdays_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(CEIL(0.9 * "cnt") AS INT) +GROUP BY "month" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_85ded951f5c904a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_85ded951f5c904a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee056c96c5d75c7f2ed10d3f1ccae98f7d1f6d0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_85ded951f5c904a5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_85ded951f5c904a5 +-- problem_id: v2p_m8_44def1f3e059b64c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "previous", + AVG(CAST("age" AS REAL)) OVER (PARTITION BY "previous") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_86f4da5cfb4eedc8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_86f4da5cfb4eedc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..30a32f729af99a354c0d04f6d3fde57bcf778ae8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_86f4da5cfb4eedc8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_86f4da5cfb4eedc8 +-- problem_id: v2p_m8_30dd46f61705efe8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "day" +), 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_c/m8/sql/v2q_m8_871a7b67ddfb5df2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_871a7b67ddfb5df2.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bef4bde553244c73e7d1686b18c5805467330fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_871a7b67ddfb5df2.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_871a7b67ddfb5df2 +-- problem_id: v2p_m8_da864ce04f754844 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_886cc5caa62dfadd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_886cc5caa62dfadd.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aa1755341cdd7c9f9a1d7daa0e623cf362bc1e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_886cc5caa62dfadd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_886cc5caa62dfadd +-- problem_id: v2p_m8_472ed402cd6d10d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "poutcome", + SUM(CAST("campaign" AS REAL)) AS sum_measure, + AVG(CAST("campaign" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "default" = 'no' +GROUP BY "previous", "poutcome" +ORDER BY "previous", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_89639ae3f5de68e3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_89639ae3f5de68e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f16aed5ed27d4713d6415b67101ae4caa318f011 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_89639ae3f5de68e3.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_89639ae3f5de68e3 +-- problem_id: v2p_m8_fad3eac1b5a204ef +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "month", + CAST("day" AS REAL) AS "__measure" + FROM "m8" + WHERE "month" IS NOT NULL + AND "day" IS NOT NULL +), +"__ranked" AS ( + SELECT + "month", + "__measure", + ROW_NUMBER() OVER ( + PARTITION BY "month" + ORDER BY "__measure" + ) AS "__rn", + COUNT(*) OVER ( + PARTITION BY "month" + ) AS "__cnt" + FROM "__base" +) +SELECT + "month", + "__measure" AS "percentile_measure" +FROM "__ranked" +WHERE "__rn" = CAST((0.95 * "__cnt") + 0.999999999 AS INTEGER) +ORDER BY "percentile_measure" DESC, "month" ASC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_89eef9e84d2a6d79.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_89eef9e84d2a6d79.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c128d5e5fa0ecb26749e74ddcd86daa83693455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_89eef9e84d2a6d79.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_89eef9e84d2a6d79 +-- problem_id: v2p_m8_00858998cb78853d +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "contact", + CAST("duration" AS REAL) AS "duration_num" + FROM "m8" + WHERE "loan" = 'yes' + AND "contact" IS NOT NULL + AND "duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "contact", + "duration_num", + ROW_NUMBER() OVER (PARTITION BY "contact" ORDER BY "duration_num") AS "rn", + COUNT(*) OVER (PARTITION BY "contact") AS "cnt" + FROM "filtered" +), +"thresholded" AS ( + SELECT + "contact", + "duration_num", + "cnt", + CAST((0.9 * "cnt") AS INT) + CASE WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INT) THEN 1 ELSE 0 END AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "contact", + MIN("duration_num") AS "conditional_percentile" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "contact" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8a5bb92bc0e94db8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8a5bb92bc0e94db8.sql new file mode 100644 index 0000000000000000000000000000000000000000..f71c01d735855b936514bcd2aba96f2fcf239184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8a5bb92bc0e94db8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_8a5bb92bc0e94db8 +-- problem_id: v2p_m8_76d2dc972be997f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8bcdcafbb42e325e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8bcdcafbb42e325e.sql new file mode 100644 index 0000000000000000000000000000000000000000..29e3ed888539448f5b040ff31affb8a3f7c8a64e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8bcdcafbb42e325e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_8bcdcafbb42e325e +-- problem_id: v2p_m8_d0980c83a125a150 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "balance", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "balance" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8cb6185ebdf8a4a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8cb6185ebdf8a4a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..1174f55583b54fe7d5fa7ea791ffa2039109d3bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8cb6185ebdf8a4a5.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_8cb6185ebdf8a4a5 +-- problem_id: v2p_m8_43f68d09d07bf357 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "day", + CAST("campaign" AS REAL) AS "campaign_value" + FROM "m8" + WHERE "contact" = 'cellular' + AND "campaign" IS NOT NULL +), +"ranked" AS ( + SELECT + "day", + "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY "campaign_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "filtered" +) +SELECT + "day", + "campaign_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8e34bbbbdffc71e4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8e34bbbbdffc71e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99b3e2c56a870850341ab0e443a86a7e48fab5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_8e34bbbbdffc71e4.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_8e34bbbbdffc71e4 +-- problem_id: v2p_m8_17f24f78bb204535 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" + WHERE "pdays" IS NOT NULL + AND "campaign" IS NOT NULL +), +"picked" AS ( + SELECT + "pdays", + "campaign_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "pdays", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_90751c5f6337d4a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_90751c5f6337d4a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..50fd16636976c3a3ddb5539577ef2db110bb4fa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_90751c5f6337d4a5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_90751c5f6337d4a5 +-- problem_id: v2p_m8_fa374f85c60da3b7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_91f7a94620ca3369.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_91f7a94620ca3369.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec5c43aa44cf0405ca8ba57ba28181d01f56b822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_91f7a94620ca3369.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_91f7a94620ca3369 +-- problem_id: v2p_m8_1bd476dc2d605a11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "previous", + CAST("pdays" AS REAL) AS "pdays_value", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY CAST("pdays" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "m8" +), +"percentile_rows" AS ( + SELECT + "previous", + "pdays_value" + FROM "ranked" + WHERE "rn" = CAST(((0.95 * ("cnt" - 1)) + 1 + 0.999999999) AS INTEGER) +) +SELECT + "previous", + "pdays_value" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9225e0d926f086bf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9225e0d926f086bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..f328b253bf961aafd223e8a7f84cf297187bca6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9225e0d926f086bf.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9225e0d926f086bf +-- problem_id: v2p_m8_4237ef81370e86b9 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "housing", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "default" = 'yes' + AND "balance" IS NOT NULL +), +"ranked" AS ( + SELECT + "housing", + "balance_num", + ROW_NUMBER() OVER (PARTITION BY "housing" ORDER BY "balance_num") AS "rn", + COUNT(*) OVER (PARTITION BY "housing") AS "cnt" + FROM "filtered" +) +SELECT + "housing", + "balance_num" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_92a7daf085e7e150.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_92a7daf085e7e150.sql new file mode 100644 index 0000000000000000000000000000000000000000..1518945521562e27d6a1836be5158a7f3afbb509 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_92a7daf085e7e150.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_92a7daf085e7e150 +-- problem_id: v2p_m8_ebc5fe5a8c894842 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "pdays", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "pdays" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "m8" +), +"percentiles" AS ( + SELECT + "pdays", + MIN("campaign_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= 0.95 * "cnt" + GROUP BY "pdays" +) +SELECT + "pdays", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_93b5c676409fc96e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_93b5c676409fc96e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec37adb8656d2245229da5c6ac0e1aa4af7a1744 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_93b5c676409fc96e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_93b5c676409fc96e +-- problem_id: v2p_m8_d4b65085839c95fc +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "pdays" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "pdays" +), 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_c/m8/sql/v2q_m8_9467864d0bb8592b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9467864d0bb8592b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d32ee38ca351a03088439272cbfa6419f09dcfec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9467864d0bb8592b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9467864d0bb8592b +-- problem_id: v2p_m8_fb078887d7b36e8b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "loan" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "loan" +), 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_c/m8/sql/v2q_m8_966ce439ed2b3013.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_966ce439ed2b3013.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fa8f15539245ecfeca3f8fb31bbddf747027608 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_966ce439ed2b3013.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_966ce439ed2b3013 +-- problem_id: v2p_m8_b42bc72cbf4c5f9f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "education" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "education" +), 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_c/m8/sql/v2q_m8_99af575ee9dffe73.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_99af575ee9dffe73.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ad0e025535c7b52d76e095743f913a5f1a2aa4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_99af575ee9dffe73.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_99af575ee9dffe73 +-- problem_id: v2p_m8_0bc82672a26433f2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "campaign", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "campaign" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "campaign" + ) AS "cnt" + FROM "m8" + WHERE "campaign" IS NOT NULL + AND "duration" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "campaign", + "duration_value", + "cnt", + CASE + WHEN (0.9 * "cnt") = CAST(0.9 * "cnt" AS INT) THEN CAST(0.9 * "cnt" AS INT) + ELSE CAST(0.9 * "cnt" AS INT) + 1 + END AS "target_rn" + FROM "ranked" +) +SELECT + r."campaign", + r."duration_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "percentile_pick" AS p + ON r."campaign" = p."campaign" + AND r."duration_value" = p."duration_value" + AND r."rn" = p."target_rn" +WHERE p."cnt" >= 5 +GROUP BY r."campaign", r."duration_value" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9a6a2c396ec218e0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9a6a2c396ec218e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..871984220078611c7a26932976aa21234b2fe910 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9a6a2c396ec218e0.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9a6a2c396ec218e0 +-- problem_id: v2p_m8_d92bed2aa4d0d3bd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "education", + CAST("duration" AS REAL) AS "duration_value", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY CAST("duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "education" + ) AS "cnt" + FROM "m8" + WHERE "education" IS NOT NULL + AND "duration" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "education", + "duration_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "education" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CEIL(0.95 * "cnt") +) +SELECT + "education", + "percentile_measure" +FROM "percentile_points" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9b513b37365cb25c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9b513b37365cb25c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6e0d8e945fc381a3a5e54c94d3d94c9c54164fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9b513b37365cb25c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9b513b37365cb25c +-- problem_id: v2p_m8_3621ff8f607a5383 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pdays", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "pdays" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9b866509461242a6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9b866509461242a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8d4e8aeb300c9bc208f8f41b4b730da702c1fa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9b866509461242a6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9b866509461242a6 +-- problem_id: v2p_m8_a6cb99584c3a6dd9 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", + AVG(CASE WHEN "education" = 'secondary' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "marital" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9d2aa9634bdee9ba.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9d2aa9634bdee9ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a9305ff5adbc5fcdceda079ee149e5c67066401 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9d2aa9634bdee9ba.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9d2aa9634bdee9ba +-- problem_id: v2p_m8_5a1a94eac33fcbb3 +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'success' +GROUP BY "default" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9d7814451d28f7ea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9d7814451d28f7ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d60ba22f3a72bf501431976ede5958d6f7bef67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9d7814451d28f7ea.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9d7814451d28f7ea +-- problem_id: v2p_m8_41eb6fe978be461c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "contact", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "contact") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9ea907ae9a2cea8d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9ea907ae9a2cea8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa70b60aea50d127abdd4e4568ee4eecb3d56fbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9ea907ae9a2cea8d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_9ea907ae9a2cea8d +-- problem_id: v2p_m8_91cd67c7a4307dfb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "education", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "education" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9ed6a3f3f22eed26.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9ed6a3f3f22eed26.sql new file mode 100644 index 0000000000000000000000000000000000000000..d468d13614fc3ab7ecbfe0c896551215a1adf221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_9ed6a3f3f22eed26.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_9ed6a3f3f22eed26 +-- problem_id: v2p_m8_540f016bb375d686 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", COUNT(*) AS support +FROM "m8" +WHERE CAST("balance" AS REAL) >= 1428.0 +GROUP BY "poutcome" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a1a7d7c5563f5ef0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a1a7d7c5563f5ef0.sql new file mode 100644 index 0000000000000000000000000000000000000000..f70cd027cd9fba69f7bb64516b433293e9b6cf30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a1a7d7c5563f5ef0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_a1a7d7c5563f5ef0 +-- problem_id: v2p_m8_90c0a9a76e6d930a +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a2158d4310445dbe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a2158d4310445dbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..95a389308d516c3c26b715d4c91652553ff0f8ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a2158d4310445dbe.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_a2158d4310445dbe +-- problem_id: v2p_m8_285d263b95d9926b +-- realization_mode: agent +-- source_kind: agent +SELECT + "contact", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "contact" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a3bb2a3db7fe3692.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a3bb2a3db7fe3692.sql new file mode 100644 index 0000000000000000000000000000000000000000..25348372b6ca376a4a4a995b42063ab249a84e12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a3bb2a3db7fe3692.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a3bb2a3db7fe3692 +-- problem_id: v2p_m8_6f24df1f4a23c122 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "m8" + 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_c/m8/sql/v2q_m8_a3ce9eb574e13151.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a3ce9eb574e13151.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ddd120f75ac6c0d51089bad3ce191b869896bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a3ce9eb574e13151.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a3ce9eb574e13151 +-- problem_id: v2p_m8_9b29ad75406bc5fe +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a45ada0752d77417.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a45ada0752d77417.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd7e1668fe8bd8d00c7ec6913cd59a4584bed304 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a45ada0752d77417.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_a45ada0752d77417 +-- problem_id: v2p_m8_2d332e4979ff181c +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "housing", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "housing" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a507df29f0223fdf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a507df29f0223fdf.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc8c960d9d10782b964acd19b5e73b578735fc35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a507df29f0223fdf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_a507df29f0223fdf +-- problem_id: v2p_m8_4f825715f1bc1fb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a50b795ef0bc15e3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a50b795ef0bc15e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a1f789dac895972f6bdda61bb41ce031a681947 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a50b795ef0bc15e3.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a50b795ef0bc15e3 +-- problem_id: v2p_m8_8d8b48915ae1be41 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "default", + CAST("age" AS REAL) AS "age" + FROM "m8" + WHERE "education" = 'secondary' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "default", + "age", + ROW_NUMBER() OVER (PARTITION BY "default" ORDER BY "age") AS "rn", + COUNT(*) OVER (PARTITION BY "default") AS "cnt" + FROM "filtered" +) +SELECT + "default", + "age" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a613f6e74733f6fd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a613f6e74733f6fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..a756b77068d58911cbcb01715142b430ffc792c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a613f6e74733f6fd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a613f6e74733f6fd +-- problem_id: v2p_m8_0f94ff5ae9a6d77d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a6ea33f05b876a06.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a6ea33f05b876a06.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d1bd46d6fe2920203ea4ac65a8a4f8951d55f43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a6ea33f05b876a06.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a6ea33f05b876a06 +-- problem_id: v2p_m8_366972484a9b5276 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "housing" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a931d82adccf552e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a931d82adccf552e.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc1300db0ead3d4504d60c4c01f72daab8d3119a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_a931d82adccf552e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_a931d82adccf552e +-- problem_id: v2p_m8_af8e5c5384d11acd +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "housing", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "housing" +ORDER BY support ASC, "marital", "housing" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ab1e32676f9702c8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ab1e32676f9702c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..87a890abc664a6e92124d4aa3fb13052909d8d52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ab1e32676f9702c8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_ab1e32676f9702c8 +-- problem_id: v2p_m8_d64d5313e7ae72cd +-- realization_mode: agent +-- source_kind: agent +SELECT "month", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "month" +HAVING COUNT(*) > 5 +ORDER BY "month"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_abe50bd60b93c1d6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_abe50bd60b93c1d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1ab9f5c2fbd103f95e124d0ae4dfdb8546d9f4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_abe50bd60b93c1d6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_abe50bd60b93c1d6 +-- problem_id: v2p_m8_3bb0b9ea824a3326 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", AVG(CAST("campaign" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "poutcome" +HAVING COUNT(*) > 5 +ORDER BY "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ae435090c92ccd5e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ae435090c92ccd5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..13323bf44fde94cd0a652853c9c8be7a72457032 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ae435090c92ccd5e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ae435090c92ccd5e +-- problem_id: v2p_m8_f5beba11b500f157 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "age" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ae56d33b9e673ccf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ae56d33b9e673ccf.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5dfe03eee32fb9e1d91af51e9dfc27de09e2f7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ae56d33b9e673ccf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ae56d33b9e673ccf +-- problem_id: v2p_m8_731890e8ac59f499 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "poutcome" = 'unknown' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_af1eaa12450a58a9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_af1eaa12450a58a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..27928272ddaece420e647e644d259954243f6a60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_af1eaa12450a58a9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_af1eaa12450a58a9 +-- problem_id: v2p_m8_05e4d957615bfc56 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("campaign" AS INTEGER) AS "campaign", AVG(CAST("balance" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) > 5 +ORDER BY "campaign"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b442b435c97d2e30.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b442b435c97d2e30.sql new file mode 100644 index 0000000000000000000000000000000000000000..36edae7a1f2ba00d487beac50c2edb3fb9713e4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b442b435c97d2e30.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_b442b435c97d2e30 +-- problem_id: v2p_m8_d51eefc1157d6d24 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "default", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "default" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b5894444a8786210.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b5894444a8786210.sql new file mode 100644 index 0000000000000000000000000000000000000000..a975ea24f3e1034ab0bf7afdeedca01e71527070 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b5894444a8786210.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_b5894444a8786210 +-- problem_id: v2p_m8_ef72217999aad45b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "duration", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b6a56010a124a3d5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b6a56010a124a3d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..198ca365954ba028b88b45edb33f2a40a113c1a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b6a56010a124a3d5.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_b6a56010a124a3d5 +-- problem_id: v2p_m8_66a5c8792cd3892d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("balance" AS REAL) AS "balance_num", + ROW_NUMBER() OVER (PARTITION BY "day" ORDER BY CAST("balance" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "day") AS "cnt" + FROM "m8" + WHERE "day" IS NOT NULL + AND "balance" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "day", + "balance_num", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "day", + "balance_num" 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_c/m8/sql/v2q_m8_b7a4e9f0810fb722.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b7a4e9f0810fb722.sql new file mode 100644 index 0000000000000000000000000000000000000000..52d013f0a819721a146bcae9623b4d0e1149c915 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b7a4e9f0810fb722.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_b7a4e9f0810fb722 +-- problem_id: v2p_m8_261b279f13eeb887 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS row_count +FROM "m8" +GROUP BY "job" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b87a8f18f4643ffb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b87a8f18f4643ffb.sql new file mode 100644 index 0000000000000000000000000000000000000000..0771b3053a9f2dc3985870d2214b92590168aa9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_b87a8f18f4643ffb.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_b87a8f18f4643ffb +-- problem_id: v2p_m8_3506a62746c902b9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "job", + SUM(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "job" +) +SELECT "job", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bc06a27f830a67ce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bc06a27f830a67ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd8689eb1ce81395daba36302e52f7d136249a57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bc06a27f830a67ce.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_bc06a27f830a67ce +-- problem_id: v2p_m8_b154aa66608a41db +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "poutcome", + SUM(CAST("day" AS REAL)) AS sum_measure, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'unknown' +GROUP BY "pdays", "poutcome" +ORDER BY "pdays", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bce06277a0dbf9c9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bce06277a0dbf9c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9770966812f4905ac2f470b80a42b31cbd8491c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bce06277a0dbf9c9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_bce06277a0dbf9c9 +-- problem_id: v2p_m8_61442fc576703559 +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE "contact" = 'unknown' +GROUP BY "previous" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bd2c19901f42d51c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bd2c19901f42d51c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f5580541291cc8a2ac0dd93310c086534adafd90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bd2c19901f42d51c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_bd2c19901f42d51c +-- problem_id: v2p_m8_18b091e7e18c8945 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "loan", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m8" +GROUP BY "age", "loan" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bd9466ab8f8dd822.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bd9466ab8f8dd822.sql new file mode 100644 index 0000000000000000000000000000000000000000..63cdca13ddf16b2864aa7ee9be942cdf01f900ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bd9466ab8f8dd822.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_bd9466ab8f8dd822 +-- problem_id: v2p_m8_720426378071037e +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "default" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_be1225b40f8db6b7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_be1225b40f8db6b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a050c9eaf48abf545d051b5424f05f663feeedb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_be1225b40f8db6b7.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_be1225b40f8db6b7 +-- problem_id: v2p_m8_42b6ece90d0a407a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "loan", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "loan") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bf42170016d38f44.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bf42170016d38f44.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ca8317439b9632c25e093e39156842cfd23e0ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bf42170016d38f44.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_bf42170016d38f44 +-- problem_id: v2p_m8_3ef7a73b2f12c68e +-- realization_mode: agent +-- source_kind: agent +SELECT + "job", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bfea5b2e9b2c9508.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bfea5b2e9b2c9508.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a559bce055ef8b316a3285981540ca8306d1f1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_bfea5b2e9b2c9508.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_bfea5b2e9b2c9508 +-- problem_id: v2p_m8_101a126f663ca9ee +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c221d5e93f867a11.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c221d5e93f867a11.sql new file mode 100644 index 0000000000000000000000000000000000000000..62ff81e00acbdadb3c874026710521adb5b93be1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c221d5e93f867a11.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_c221d5e93f867a11 +-- problem_id: v2p_m8_6924025163bbd563 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c3aba46a1a98744c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c3aba46a1a98744c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a84d156d82a8af9e388db3a42e4c49830d3adcfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c3aba46a1a98744c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_c3aba46a1a98744c +-- problem_id: v2p_m8_55cdc66c074a8f18 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "previous", + SUM(CAST("pdays" AS REAL)) AS sum_measure, + AVG(CAST("pdays" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("duration" AS REAL) >= 319.0 +GROUP BY "campaign", "previous" +ORDER BY "campaign", "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c489a9aaae23b975.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c489a9aaae23b975.sql new file mode 100644 index 0000000000000000000000000000000000000000..335b71df1fe1a7a62737f13f9fd79ca20d9f72d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c489a9aaae23b975.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_c489a9aaae23b975 +-- problem_id: v2p_m8_37bad25e96c4f32c +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "marital", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "marital" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c4d1f06bcc6aaf4f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c4d1f06bcc6aaf4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2275cbb0d0f1f4e8dc9e4a339d758f323475526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c4d1f06bcc6aaf4f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_c4d1f06bcc6aaf4f +-- problem_id: v2p_m8_c0edb236840ab16b +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "previous", + SUM(CAST("pdays" AS REAL)) AS sum_measure, + AVG(CAST("pdays" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "poutcome" = 'unknown' +GROUP BY "campaign", "previous" +ORDER BY "campaign", "previous"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c6ceb2911c97ff99.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c6ceb2911c97ff99.sql new file mode 100644 index 0000000000000000000000000000000000000000..a417f91fd9ba9d3797d392d571a545e7511c41b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c6ceb2911c97ff99.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_c6ceb2911c97ff99 +-- problem_id: v2p_m8_60dfd5c3af9adbc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CASE WHEN "poutcome" = 'failure' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "y" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c8660a6a78db3660.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c8660a6a78db3660.sql new file mode 100644 index 0000000000000000000000000000000000000000..52370c18099871ff540328619e0bcb8532f331e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c8660a6a78db3660.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_c8660a6a78db3660 +-- problem_id: v2p_m8_42b91d3a965ceb64 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "contact", + CAST("age" AS REAL) AS "age_value", + CUME_DIST() OVER ( + PARTITION BY "contact" + ORDER BY CAST("age" AS REAL) + ) AS "cdf" + FROM "m8" + WHERE "contact" IS NOT NULL + AND "age" IS NOT NULL +), +"percentiles" AS ( + SELECT + "contact", + MIN("age_value") AS "percentile_measure" + FROM "ranked" + WHERE "cdf" >= 0.9 + GROUP BY "contact" +) +SELECT + "contact", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c9b9ade28931c2f9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c9b9ade28931c2f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..872112970096e2a71427bd70569ad70609a85e7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_c9b9ade28931c2f9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_c9b9ade28931c2f9 +-- problem_id: v2p_m8_b96cb03bef524ee7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "contact" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "contact" +), 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_c/m8/sql/v2q_m8_ca3d0e2aaa864f9f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ca3d0e2aaa864f9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..0cf22866cee486ccbaa6a94ead16acb21c788ecf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ca3d0e2aaa864f9f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ca3d0e2aaa864f9f +-- problem_id: v2p_m8_0367a15032e1cdd2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "poutcome", + AVG(CAST("balance" AS REAL)) OVER (PARTITION BY "poutcome") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cb9e1a9335e47683.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cb9e1a9335e47683.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a0f09d31f2c239ce74cf15c863e34b6ad636cfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cb9e1a9335e47683.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_cb9e1a9335e47683 +-- problem_id: v2p_m8_dfa8b1b8b530ae68 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "job" +HAVING COUNT(*) > 5 +ORDER BY "job"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cd3173a1f8894c09.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cd3173a1f8894c09.sql new file mode 100644 index 0000000000000000000000000000000000000000..cee5cb8916b47f62c28f78589cad95e35bee2fc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cd3173a1f8894c09.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_cd3173a1f8894c09 +-- problem_id: v2p_m8_f5fbb5c7ce415e70 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", "y", + SUM(CAST("previous" AS REAL)) AS sum_measure, + AVG(CAST("previous" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "marital" = 'divorced' +GROUP BY "poutcome", "y" +ORDER BY "poutcome", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cd76206c00ae18f6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cd76206c00ae18f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..796e51b664db3d91f5e756fee7298724a04a94b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cd76206c00ae18f6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cd76206c00ae18f6 +-- problem_id: v2p_m8_21ef14b78ae5d163 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS support +FROM "m8" +WHERE "month" = 'feb' +GROUP BY "education" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cdd352e5c0f3d520.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cdd352e5c0f3d520.sql new file mode 100644 index 0000000000000000000000000000000000000000..3725f7ced4a14540d54d1488122449bc371ae981 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cdd352e5c0f3d520.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cdd352e5c0f3d520 +-- problem_id: v2p_m8_d00331079b4f54cd +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", COUNT(*) AS support +FROM "m8" +WHERE "default" = 'no' +GROUP BY "previous" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ced6ce5f8f3c17ed.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ced6ce5f8f3c17ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..352307e80256e8602048d2de76ae1f9aa95e60c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ced6ce5f8f3c17ed.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ced6ce5f8f3c17ed +-- problem_id: v2p_m8_7b2319e9730b705f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cfa56a68e614b035.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cfa56a68e614b035.sql new file mode 100644 index 0000000000000000000000000000000000000000..76d0cd7f649a1688fb589900e24fe4c3b203807b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cfa56a68e614b035.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cfa56a68e614b035 +-- problem_id: v2p_m8_bc51f20ef6f3a281 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "default", + CAST("campaign" AS REAL) AS "campaign_value", + ROW_NUMBER() OVER ( + PARTITION BY "default" + ORDER BY CAST("campaign" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "default" + ) AS "cnt" + FROM "m8" +), +"percentile_pick" AS ( + SELECT + "default", + "campaign_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "default", + "campaign_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_c/m8/sql/v2q_m8_cfdf8e000c4100d9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cfdf8e000c4100d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..571d5b2c642af785f1eaf84f7ae57a5228c8bce0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_cfdf8e000c4100d9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_cfdf8e000c4100d9 +-- problem_id: v2p_m8_6961c7ccd9fd42a5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "contact", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "contact") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d0af7ab898b5da42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d0af7ab898b5da42.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a9147d1c110584850901e3068bfcabd4d897bfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d0af7ab898b5da42.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d0af7ab898b5da42 +-- problem_id: v2p_m8_9b73d14d7398c400 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("pdays" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "y" +HAVING COUNT(*) > 5 +ORDER BY "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d0e223a5afeb0230.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d0e223a5afeb0230.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdd85b6ad1d4ce54f8464d909052ab4cefdb5c50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d0e223a5afeb0230.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d0e223a5afeb0230 +-- problem_id: v2p_m8_57f87e7dd9b242b2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "contact", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "contact" +ORDER BY support ASC, "marital", "contact" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d2d8e90c8e0cc293.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d2d8e90c8e0cc293.sql new file mode 100644 index 0000000000000000000000000000000000000000..598285f4709a5b7452374e7f10b604c3f2be9946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d2d8e90c8e0cc293.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d2d8e90c8e0cc293 +-- problem_id: v2p_m8_2d997a5c66a44aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "age" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d3df3d37d76bcf6a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d3df3d37d76bcf6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..efb58f4e8bdd681a9ddbc82ea50c68520c33d89d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d3df3d37d76bcf6a.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d3df3d37d76bcf6a +-- problem_id: v2p_m8_8c28d17b446ff13f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "pdays", + CAST("age" AS REAL) AS "age_num" + FROM "m8" + WHERE "marital" = 'single' +), +"ranked" AS ( + SELECT + "pdays", + "age_num", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "age_num") AS "rn", + COUNT(*) OVER (PARTITION BY "pdays") AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "pdays", + "age_num" AS "conditional_percentile", + ROW_NUMBER() OVER (PARTITION BY "pdays" ORDER BY "rn") AS "pick_rank" + FROM "ranked" + WHERE "rn" >= (((9 * "cnt") + 9) / 10) +) +SELECT + "pdays", + "conditional_percentile" +FROM "picked" +WHERE "pick_rank" = 1 +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d427fa8e021e915c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d427fa8e021e915c.sql new file mode 100644 index 0000000000000000000000000000000000000000..044a5daadc1ee1d4e9830247ab374a922c2189d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d427fa8e021e915c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d427fa8e021e915c +-- problem_id: v2p_m8_55dad69a00ad51e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", COUNT(*) AS "support" +FROM "m8" +WHERE CAST("campaign" AS REAL) >= 3.0 +GROUP BY "job" +ORDER BY "support" DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d4c5f3a21212c957.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d4c5f3a21212c957.sql new file mode 100644 index 0000000000000000000000000000000000000000..7086d4e2343506adff599eebccfd64ad5c7f6603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d4c5f3a21212c957.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d4c5f3a21212c957 +-- problem_id: v2p_m8_86ec324e025e7729 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "day" +) +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_c/m8/sql/v2q_m8_d63e3cb36f088f66.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d63e3cb36f088f66.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e06477175ca94756efd51707da06ecd2d0b4eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d63e3cb36f088f66.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_d63e3cb36f088f66 +-- problem_id: v2p_m8_ec0d1a18b948a822 +-- realization_mode: agent +-- source_kind: agent +SELECT "pdays", "poutcome", + SUM("day") AS "sum_measure", + AVG("day") AS "avg_measure", + COUNT(*) AS "support" +FROM "m8" +WHERE "marital" = 'divorced' +GROUP BY "pdays", "poutcome" +ORDER BY "pdays", "poutcome"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d6bd2654c2c1c709.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d6bd2654c2c1c709.sql new file mode 100644 index 0000000000000000000000000000000000000000..026aeacc7b4621bad5a888cb7421619eb8023c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d6bd2654c2c1c709.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_m8_d6bd2654c2c1c709 +-- problem_id: v2p_m8_ab889e7138977913 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", AVG(CAST("balance" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "marital" +HAVING COUNT(*) > 5 +ORDER BY "marital"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d73628340b2f8496.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d73628340b2f8496.sql new file mode 100644 index 0000000000000000000000000000000000000000..993696d00f52a4f6054bedcc1de2ebc21643ec17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d73628340b2f8496.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d73628340b2f8496 +-- problem_id: v2p_m8_f4c3d1a8d22383f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "marital" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d77faf6f4133d172.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d77faf6f4133d172.sql new file mode 100644 index 0000000000000000000000000000000000000000..2179ff3405595471de51435556c8f28b68d4f093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d77faf6f4133d172.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_d77faf6f4133d172 +-- problem_id: v2p_m8_445b967466b9c0ef +-- realization_mode: agent +-- source_kind: agent +SELECT "previous", "y", + SUM(CAST("pdays" AS REAL)) AS "sum_measure", + AVG(CAST("pdays" AS REAL)) AS "avg_measure", + COUNT(*) AS "support" +FROM "m8" +WHERE "job" = 'entrepreneur' +GROUP BY "previous", "y" +ORDER BY "previous", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d86cd7ce776b11b6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d86cd7ce776b11b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c328e9e8895988400534706da5fffb4b0d2336e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_d86cd7ce776b11b6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_d86cd7ce776b11b6 +-- problem_id: v2p_m8_4b6b7afa3c9a152d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "day", + COUNT(*) AS support, + AVG("balance") AS avg_response +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_dae1e55630e0102c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_dae1e55630e0102c.sql new file mode 100644 index 0000000000000000000000000000000000000000..99970e4d3fd02d56c03776ed090fb86fa9564449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_dae1e55630e0102c.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_dae1e55630e0102c +-- problem_id: v2p_m8_7eb18b629b7707c4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "housing" +) +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_c/m8/sql/v2q_m8_df27021e4c61971f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_df27021e4c61971f.sql new file mode 100644 index 0000000000000000000000000000000000000000..40737e71946eeaa56e5ea9343515e2e2271bf175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_df27021e4c61971f.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_df27021e4c61971f +-- problem_id: v2p_m8_dcc70b81028d54cf +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "previous", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "education" = 'secondary' +), +"ranked" AS ( + SELECT + "previous", + "balance_num", + ROW_NUMBER() OVER ( + PARTITION BY "previous" + ORDER BY "balance_num" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "previous" + ) AS "cnt" + FROM "filtered" +) +SELECT + "previous", + MIN("balance_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= ( + CAST(0.9 * "cnt" AS INT) + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INT) THEN 1 + ELSE 0 + END +) +GROUP BY "previous" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_df56ec3e1fe9a635.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_df56ec3e1fe9a635.sql new file mode 100644 index 0000000000000000000000000000000000000000..34748d34aed11e073cfa4d5a054d41bbaa0c01d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_df56ec3e1fe9a635.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_m8_df56ec3e1fe9a635 +-- problem_id: v2p_m8_94dbb65c06896d31 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", AVG(CAST("previous" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) > 5 +ORDER BY "age"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e06bd13aa78bee64.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e06bd13aa78bee64.sql new file mode 100644 index 0000000000000000000000000000000000000000..40fc646a7d2a7c481271711d958b5ad96c6f7290 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e06bd13aa78bee64.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e06bd13aa78bee64 +-- problem_id: v2p_m8_2e1b838e22f377ba +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "campaign", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "m8" +GROUP BY "campaign" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e1e2dbb02462c8de.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e1e2dbb02462c8de.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c20faa25dbf7df14a2c4d3f7fa16897ec7b44fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e1e2dbb02462c8de.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e1e2dbb02462c8de +-- problem_id: v2p_m8_9249f67719b8193f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "age" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "age" +), 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_c/m8/sql/v2q_m8_e2ea3143810c4ec8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e2ea3143810c4ec8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0df4107e5365210703aaeccdc4285b1831d22895 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e2ea3143810c4ec8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e2ea3143810c4ec8 +-- problem_id: v2p_m8_284e637efc28e0ab +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", + AVG(CASE WHEN "contact" = 'cellular' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "poutcome" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e3a8a82d1ed6740a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e3a8a82d1ed6740a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4922b9e7ff239919b8fe79c0a1615d68007337e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e3a8a82d1ed6740a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tail_target_rate_extremes_v2 +-- query_record_id: v2q_m8_e3a8a82d1ed6740a +-- problem_id: v2p_m8_a42d7c0b701621cf +-- realization_mode: agent +-- source_kind: agent +SELECT + "age", + COUNT(*) AS support, + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS focus_rate +FROM "m8" +GROUP BY "age" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e477f8fe90e9e570.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e477f8fe90e9e570.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8b70ea55ad285b562f3eb376c1399d36c0c84e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e477f8fe90e9e570.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e477f8fe90e9e570 +-- problem_id: v2p_m8_aa52b64e7542c2f4 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "housing", + CAST("balance" AS REAL) AS "balance_num" + FROM "m8" + WHERE "default" = 'no' +), +"ranked" AS ( + SELECT + "housing", + "balance_num", + ROW_NUMBER() OVER (PARTITION BY "housing" ORDER BY "balance_num") AS "rn", + COUNT(*) OVER (PARTITION BY "housing") AS "cnt" + FROM "filtered" +) +SELECT + "housing", + AVG("balance_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" IN ( + CAST((0.95 * ("cnt" - 1)) + 1 AS INTEGER), + CAST((0.95 * ("cnt" - 1)) + 1 + 0.999999999 AS INTEGER) +) +GROUP BY "housing" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e47954aacb2c5470.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e47954aacb2c5470.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ffad229f774296d119eee98339233b44c5e3ac7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e47954aacb2c5470.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e47954aacb2c5470 +-- problem_id: v2p_m8_7806af941ae894ed +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("balance" AS REAL) AS "balance_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("balance" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "day") AS "cnt" + FROM "m8" +), +"percentile_pick" AS ( + SELECT + "day", + "balance_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "day", + "balance_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e4ed767e33e638af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e4ed767e33e638af.sql new file mode 100644 index 0000000000000000000000000000000000000000..f30051d7a197ad890c433c701decada135e85a89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e4ed767e33e638af.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e4ed767e33e638af +-- problem_id: v2p_m8_082834166c4fbfdc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "previous", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "previous" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e5f90519c09c84bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e5f90519c09c84bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9e37270e664fa44231e33c2d15f0007fc3c70e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e5f90519c09c84bb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e5f90519c09c84bb +-- problem_id: v2p_m8_eea2e0e300b3aa56 +-- realization_mode: agent +-- source_kind: agent +SELECT "education", COUNT(*) AS row_count +FROM "m8" +GROUP BY "education" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e6ed2f46fbaf72bc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e6ed2f46fbaf72bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..9facbedc361b9658f62dccef4e0b6e55faf1b731 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e6ed2f46fbaf72bc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e6ed2f46fbaf72bc +-- problem_id: v2p_m8_e7d689abdf8bc9e2 +-- realization_mode: agent +-- source_kind: agent +SELECT "contact", COUNT(*) AS "row_count" +FROM "m8" +GROUP BY "contact" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e6fe16b56297d581.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e6fe16b56297d581.sql new file mode 100644 index 0000000000000000000000000000000000000000..b73842741e46f9de8b6116a718debfa189c47c0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e6fe16b56297d581.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e6fe16b56297d581 +-- problem_id: v2p_m8_645faa52361c451a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "campaign", + AVG(CAST("pdays" AS REAL)) OVER (PARTITION BY "campaign") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e755276d2e864a2e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e755276d2e864a2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..51683568a64254a5af66c17e555ff9be7655aec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e755276d2e864a2e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_e755276d2e864a2e +-- problem_id: v2p_m8_a33b889314f3bab4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "poutcome" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "poutcome" +), 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_c/m8/sql/v2q_m8_e98ce9385a7f3dc5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e98ce9385a7f3dc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..5213091bcff3dd4861cfec8bcac6128a2ed1c327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_e98ce9385a7f3dc5.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_e98ce9385a7f3dc5 +-- problem_id: v2p_m8_dfc5ccc9d465781d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "campaign", + SUM(CASE WHEN "education" = 'secondary' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "education" = 'tertiary' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "campaign" +) +SELECT "campaign", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eaa5a41b648ad63f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eaa5a41b648ad63f.sql new file mode 100644 index 0000000000000000000000000000000000000000..61135577a9b41b15b50dde8a230e43b4958456ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eaa5a41b648ad63f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_eaa5a41b648ad63f +-- problem_id: v2p_m8_cf600958860dea13 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "housing" +), 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_c/m8/sql/v2q_m8_eb074934dc4a3778.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eb074934dc4a3778.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ed2599d34527fe842fefdc2f69c142654a65be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eb074934dc4a3778.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_eb074934dc4a3778 +-- problem_id: v2p_m8_73fd49cebf5affc2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "poutcome", + SUM(CASE WHEN "loan" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "loan" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "poutcome" +) +SELECT "poutcome", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eb709b90739f5207.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eb709b90739f5207.sql new file mode 100644 index 0000000000000000000000000000000000000000..4fceb6fe17c8f8cc2253d9a367acfbdf64aa6de2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_eb709b90739f5207.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_eb709b90739f5207 +-- problem_id: v2p_m8_a0c116ce849580cd +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "pdays", + AVG(CAST("previous" AS REAL)) OVER (PARTITION BY "pdays") AS avg_measure +FROM "m8" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ebba4e1e93214e79.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ebba4e1e93214e79.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6143cf9f1bc7a527c4c9d5399a4dab7b2198590 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ebba4e1e93214e79.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ebba4e1e93214e79 +-- problem_id: v2p_m8_ddc6a70439ef7a80 +-- realization_mode: agent +-- source_kind: agent +SELECT "job", + AVG(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "job" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ed07aa6104256d42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ed07aa6104256d42.sql new file mode 100644 index 0000000000000000000000000000000000000000..aadac63b334227e1c60c8bebd2f899b9a0245acc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ed07aa6104256d42.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ed07aa6104256d42 +-- problem_id: v2p_m8_162f9c3a5b029cdc +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "education", + CAST("previous" AS REAL) AS "previous_value" + FROM "m8" + WHERE "marital" = 'single' +), +"ranked" AS ( + SELECT + "education", + "previous_value", + ROW_NUMBER() OVER (PARTITION BY "education" ORDER BY "previous_value") AS "rn", + COUNT(*) OVER (PARTITION BY "education") AS "cnt" + FROM "filtered" +), +"target" AS ( + SELECT + "education", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "education", "cnt" +) +SELECT + r."education", + r."previous_value" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "target" AS t + ON r."education" = t."education" + AND r."rn" = t."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f275dd6948a96ee8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f275dd6948a96ee8.sql new file mode 100644 index 0000000000000000000000000000000000000000..295bbb0d08f1818d36eca3f95f098de6063258ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f275dd6948a96ee8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f275dd6948a96ee8 +-- problem_id: v2p_m8_724538c5ad4c53fb +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS support +FROM "m8" +WHERE "loan" = 'yes' +GROUP BY "age" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f2b9a7a9725a9af7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f2b9a7a9725a9af7.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae9d1ff90d2489f5756cbb20991fb9818a129c2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f2b9a7a9725a9af7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f2b9a7a9725a9af7 +-- problem_id: v2p_m8_98e2512e0e361d32 +-- realization_mode: agent +-- source_kind: agent +SELECT "marital", COUNT(*) AS support +FROM "m8" +WHERE CAST("day" AS REAL) >= 21.0 +GROUP BY "marital" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3051e66bebfc803.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3051e66bebfc803.sql new file mode 100644 index 0000000000000000000000000000000000000000..0849e1e05a7642578b71b9a622a0300fcf3bafdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3051e66bebfc803.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_f3051e66bebfc803 +-- problem_id: v2p_m8_411040404b3c12e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "poutcome", "y", + SUM(CAST("previous" AS REAL)) AS sum_measure, + AVG(CAST("previous" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE "housing" = 'yes' +GROUP BY "poutcome", "y" +ORDER BY "poutcome", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f357c16e5f0fe200.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f357c16e5f0fe200.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9c871046596833f4e81962ba05aef6b94b3ff5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f357c16e5f0fe200.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_f357c16e5f0fe200 +-- problem_id: v2p_m8_01ce6bad031470a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "campaign", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "campaign" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3a91a7b20176ba0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3a91a7b20176ba0.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99ff9c898680f76457e5a6591e3abd5e064e0f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3a91a7b20176ba0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f3a91a7b20176ba0 +-- problem_id: v2p_m8_9114ddd939ee3c9c +-- realization_mode: agent +-- source_kind: agent +SELECT "education", + AVG(CASE WHEN "default" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m8" +GROUP BY "education" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3f41add0ddd46bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3f41add0ddd46bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2044cfbd18cc4710d4aeb3f90a840e96b7e79628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f3f41add0ddd46bb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f3f41add0ddd46bb +-- problem_id: v2p_m8_41a6a7b9a41e4abc +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "month", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "month" +ORDER BY support ASC, "marital", "month" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f4c270b1881320c2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f4c270b1881320c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb79445fe90fa33c9d26c86bbdb73bcadca98d7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f4c270b1881320c2.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_f4c270b1881320c2 +-- problem_id: v2p_m8_0a5a409926f45e56 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "age", + SUM(CASE WHEN "poutcome" = 'unknown' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "poutcome" = 'failure' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "age" +) +SELECT "age", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f528ce7c11f41cfd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f528ce7c11f41cfd.sql new file mode 100644 index 0000000000000000000000000000000000000000..5db044994347a95ed097707789c39433ed3320ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f528ce7c11f41cfd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m8_f528ce7c11f41cfd +-- problem_id: v2p_m8_244d71cab7ea5a4a +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "month", + AVG(CASE WHEN "y" = 'no' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "month" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f58077c73b8afea6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f58077c73b8afea6.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e8d9f951b4d14802282def3892286d5ace0be14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f58077c73b8afea6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f58077c73b8afea6 +-- problem_id: v2p_m8_40edf2f0c73cdb2d +-- realization_mode: agent +-- source_kind: agent +SELECT "default", COUNT(*) AS row_count +FROM "m8" +GROUP BY "default" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f5a8f9e7ff007d76.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f5a8f9e7ff007d76.sql new file mode 100644 index 0000000000000000000000000000000000000000..07b54321e6ef86a47479758472b30754d26c4b01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f5a8f9e7ff007d76.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f5a8f9e7ff007d76 +-- problem_id: v2p_m8_3e1f5184ee720463 +-- realization_mode: agent +-- source_kind: agent +SELECT + "marital", + "default", + COUNT(*) AS support +FROM "m8" +GROUP BY "marital", "default" +ORDER BY support ASC, "marital", "default" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f6212c62e8a5b37b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f6212c62e8a5b37b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b56ffd4fbe548e229279c71072607bcbd0af35f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f6212c62e8a5b37b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f6212c62e8a5b37b +-- problem_id: v2p_m8_f947b6a79cef21ab +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "day", + COUNT(*) AS support, + AVG("duration") AS avg_response +FROM "m8" +GROUP BY "day" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f772a1d2acf37972.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f772a1d2acf37972.sql new file mode 100644 index 0000000000000000000000000000000000000000..66fe664b155287b04ae3555730d148f94bd40ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f772a1d2acf37972.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_f772a1d2acf37972 +-- problem_id: v2p_m8_50168ff9a75d0cdf +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "default" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "default" +) +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_c/m8/sql/v2q_m8_f77db3bacd2e7f39.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f77db3bacd2e7f39.sql new file mode 100644 index 0000000000000000000000000000000000000000..27267069c4a16b1cbee1a90971a2c9fa18b32e69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f77db3bacd2e7f39.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_tpch_two_dimensional_summary +-- query_record_id: v2q_m8_f77db3bacd2e7f39 +-- problem_id: v2p_m8_6864ccf0e876b743 +-- realization_mode: agent +-- source_kind: agent +SELECT "campaign", "y", + SUM(CAST("age" AS REAL)) AS sum_measure, + AVG(CAST("age" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "m8" +WHERE CAST("pdays" AS REAL) >= -1.0 +GROUP BY "campaign", "y" +ORDER BY "campaign", "y"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f922197fbfbe6f21.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f922197fbfbe6f21.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b49d5a47069c3a32348b6b0e98ed51c4f7c6a8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_f922197fbfbe6f21.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_f922197fbfbe6f21 +-- problem_id: v2p_m8_ce67b6c3c15bb6c8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "marital", + SUM(CASE WHEN "marital" = 'married' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "marital" = 'single' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "marital" +) +SELECT "marital", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_fc09f106636e7533.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_fc09f106636e7533.sql new file mode 100644 index 0000000000000000000000000000000000000000..98b79c955c61c590eccf39a5092c25a16867f8e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_fc09f106636e7533.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_m8_fc09f106636e7533 +-- problem_id: v2p_m8_03eabb36122002f6 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", "marital", + AVG(CASE WHEN "y" = 'yes' THEN 1 ELSE 0 END) AS target_rate +FROM "m8" +GROUP BY "age", "marital" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_fd23ac10ebe22311.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_fd23ac10ebe22311.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb99c0c6225aa97d56d4998ad3802ada0d7d0bc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_fd23ac10ebe22311.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_fd23ac10ebe22311 +-- problem_id: v2p_m8_3178860d89f91eb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "age", COUNT(*) AS row_count +FROM "m8" +GROUP BY "age" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ff33de1157eb578f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ff33de1157eb578f.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffe0cbb31e8e49089a77028640b1d329d357b23d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ff33de1157eb578f.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m8_ff33de1157eb578f +-- problem_id: v2p_m8_ac3e1fa9d2d13759 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "pdays", + SUM(CASE WHEN "default" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "default" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m8" + GROUP BY "pdays" +) +SELECT "pdays", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ff5180d33cd410c4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ff5180d33cd410c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..bed318f2aa3419b669c006cb85c5ebdd62aba491 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/m8/sql/v2q_m8_ff5180d33cd410c4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: m8 +-- 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_m8_ff5180d33cd410c4 +-- problem_id: v2p_m8_dcb8c2968cf293b5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "education" AS value_label, COUNT(*) AS support + FROM "m8" + GROUP BY "education" +) +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_c/n3/artifacts/v2q_n3_00474a40fce5bc71/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c7f27e16a31076aa0659c5c5c50c7548540ea0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 0.335406976744186}, {"pH": "3.16", "support": 164, "avg_response": 0.3357317073170732}, {"pH": "3.22", "support": 146, "avg_response": 0.3027397260273973}, {"pH": "3.19", "support": 145, "avg_response": 0.3413103448275862}, {"pH": "3.18", "support": 138, "avg_response": 0.34782608695652173}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55cbbc9b0284ea2456b52b375cbbc40e36d78ffb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_00474a40fce5bc71 +-- problem_id: v2p_n3_f5cb46b70a33e1a4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bffdb139efd907443d7760639b64aadee8889588 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/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_c\n-- sql_source_dataset_id: n3\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_n3_00474a40fce5bc71\n-- problem_id: v2p_n3_f5cb46b70a33e1a4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_00474a40fce5bc71\\n-- problem_id: v2p_n3_f5cb46b70a33e1a4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 0.335406976744186}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 0.3357317073170732}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 0.3027397260273973}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 0.3413103448275862}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 0.34782608695652173}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 0.327956204379562}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 0.34286764705882355}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 0.32492647058823526}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 0.3328148148148148}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 0.3414179104477612}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 0.3262878787878788}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 0.33825396825396825}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 0.3157258064516129}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 0.3353846153846154}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 0.325}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 0.3711304347826087}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 0.33008771929824565}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 0.3650515463917525}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 0.33}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 0.33052631578947367}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 0.2986021505376344}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 0.378695652173913}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 0.3406741573033708}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 0.3109090909090909}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 0.3239080459770115}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 0.31511627906976747}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 0.26963855421686744}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 0.3304878048780488}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 0.360126582278481}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 0.3182278481012658}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 0.2993670886075949}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 0.37012820512820516}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 0.3581081081081081}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 0.38911764705882357}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 0.36661764705882355}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 0.37761904761904763}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 0.31568965517241376}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 0.3783673469387755}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 0.3230612244897959}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 0.3073469387755102}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 0.30895833333333333}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 0.30416666666666664}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 0.4131707317073171}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 0.32825000000000004}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 0.30974358974358973}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 0.36289473684210527}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 0.3462857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 0.2612121212121212}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 0.30062500000000003}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 0.3545161290322581}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a05d58c658294676f72a6db0d01fb8d5daa2f9ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.710498+00:00", + "ended_at": "2026-05-04T08:19:07.718059+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_00474a40fce5bc71", + "problem_id": "v2p_n3_f5cb46b70a33e1a4", + "dataset_id": "n3", + "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=citric acid, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_00474a40fce5bc71.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_c/n3/artifacts/v2q_n3_00474a40fce5bc71/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_00474a40fce5bc71/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_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..700a130a402ec474a04dab3711a2507d9516562f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7751, "bytes_utf8": 7751, "lines": 240, "estimated_tokens": 2211}} +{"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": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22302, "cached_input_tokens": 20864, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9495b59b4988f7df98838a065d433dcc3104e15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0193d8b75cb1bc44", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 22418, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2310, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10950.93, + "sql_execution_elapsed_ms_total": 12.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0193d8b75cb1bc44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4330d5aca41b8857246d617e4ad0cd30099f1ef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/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": "2026-05-04T08:01:03.914681+00:00", + "ended_at": "2026-05-04T08:01:14.868391+00:00", + "elapsed_ms": 10950.93, + "prompt_metrics": { + "chars": 7751, + "bytes_utf8": 7751, + "lines": 240, + "estimated_tokens": 2211 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22302, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..163885f50a2532b39cc4b009b62bd887d429196b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9474ff6263bd03b9c3561b0958cee8f165aeb345 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-4a22-7b92-83c8-587849c3ae07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"pH\\\". Cast \\\"pH\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22302,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33e23f50f15d0bc38f845f149de709655c54d632 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"fixed acidity\" and measure_col=\"pH\". Cast \"pH\" 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_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a8a144bb039d6053d06712c714321e6176b55c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:04.084574Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:06.529145Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:14.136793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0007c4c8abb33fa54c93ba3f08153ff662c782d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/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=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "avg_measure": 3.79}, {"fixed acidity": "3.8", "avg_measure": 3.75}, {"fixed acidity": "3.9", "avg_measure": 3.57}, {"fixed acidity": "4.2", "avg_measure": 3.535}, {"fixed acidity": "4.7", "avg_measure": 3.4539999999999997}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..802af27a54ea1c5e2117ec661ca29d66ed700eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0193d8b75cb1bc44 +-- problem_id: v2p_n3_d223ae39270be0d2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c93c7515ef67e53d9b6ac51bbbb8f29c3419b9bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/query_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 \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 3.535}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 3.4539999999999997}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 3.4499999999999997}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718}, {\"fixed acidity\": \"4.5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 3.27}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 3.1466666666666665}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5654106aa3b3ae01b00a08518a2be2ee166ca54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:01:03.914681+00:00", + "ended_at": "2026-05-04T08:01:14.909630+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0193d8b75cb1bc44", + "problem_id": "v2p_n3_d223ae39270be0d2", + "dataset_id": "n3", + "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=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_0193d8b75cb1bc44.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0193d8b75cb1bc44", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 22418, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2310, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10950.93, + "sql_execution_elapsed_ms_total": 12.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0193d8b75cb1bc44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..833c50d832e54f1ef7e64b83bce3a0cba588e166 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0193d8b75cb1bc44/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:14.889168+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10950.93, "started_at": "2026-05-04T08:01:03.914681+00:00", "ended_at": "2026-05-04T08:01:14.868391+00:00", "prompt_metrics": {"chars": 7751, "bytes_utf8": 7751, "lines": 240, "estimated_tokens": 2211}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22302, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:01:04.084574Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:06.529145Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=chlorides.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a07986c7e42a4759480a4f8603aaddf1f97b4ef4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-8c6c-7e50-a0ce-e760a276d792"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"volatile acidity\\\" AS REAL) >= 0.32\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"sulphates\\\", measure_col=\\\"chlorides\\\", predicate_col=\\\"volatile acidity\\\". Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22375,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9b28ce26c3b5ac8bc6e5c870c97a685ae4f46a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"sulphates\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"volatile acidity\" AS REAL) >= 0.32\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required template with bound roles: group_col=\"sulphates\", measure_col=\"chlorides\", predicate_col=\"volatile acidity\". 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_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4578dd7b837725ba207f78ae6008e679543c951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:09.107928Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:11.908211Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:20.925224Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1f5081d15506049c21fb655ccbdd1068979181a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/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=sulphates, measure_col=chlorides. +Result preview: [{"sulphates": "0.5", "total_measure": 3.347}, {"sulphates": "0.47", "total_measure": 2.842}, {"sulphates": "0.49", "total_measure": 2.714}, {"sulphates": "0.48", "total_measure": 2.673}, {"sulphates": "0.51", "total_measure": 2.645}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffd9f5cf99ecbdea8a01da20cb67d52f5acdf926 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_05058e72d6cc1239 +-- problem_id: v2p_n3_285887bb97534aad +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("volatile acidity" AS REAL) >= 0.32 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78d799e1c8dfb94701617d125154843ed9fa1183 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/query_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 \"sulphates\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"volatile acidity\" AS REAL) >= 0.32\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"volatile acidity\\\" AS REAL) >= 0.32\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 3.347}, {\"sulphates\": \"0.47\", \"total_measure\": 2.842}, {\"sulphates\": \"0.49\", \"total_measure\": 2.714}, {\"sulphates\": \"0.48\", \"total_measure\": 2.673}, {\"sulphates\": \"0.51\", \"total_measure\": 2.645}, {\"sulphates\": \"0.46\", \"total_measure\": 2.472}, {\"sulphates\": \"0.44\", \"total_measure\": 2.428}, {\"sulphates\": \"0.38\", \"total_measure\": 2.334}, {\"sulphates\": \"0.42\", \"total_measure\": 2.279}, {\"sulphates\": \"0.43\", \"total_measure\": 2.23}, {\"sulphates\": \"0.45\", \"total_measure\": 2.209}, {\"sulphates\": \"0.4\", \"total_measure\": 2.203}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b17e77f22fb1584af1b7cc744dd86f28e1be3d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:47:08.903521+00:00", + "ended_at": "2026-05-04T07:47:21.756206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_05058e72d6cc1239", + "problem_id": "v2p_n3_285887bb97534aad", + "dataset_id": "n3", + "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=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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=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_c\\n3\\sql\\v2q_n3_05058e72d6cc1239.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_05058e72d6cc1239", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2409, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12821.38, + "sql_execution_elapsed_ms_total": 2.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_05058e72d6cc1239\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f97cb3b88b4ac219f742cfa6bcc19a41698623e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:21.746010+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12821.38, "started_at": "2026-05-04T07:47:08.906349+00:00", "ended_at": "2026-05-04T07:47:21.721882+00:00", "prompt_metrics": {"chars": 7961, "bytes_utf8": 7961, "lines": 244, "estimated_tokens": 2286}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22375, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:47:09.107928Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:11.908211Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.32\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"sulphates\\\", measure_col=\\\"chlorides\\\", predicate_col=\\\"volatile acidity\\\". Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6273d16246acc69fd27b39c64a20306867370f15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05058e72d6cc1239/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_05058e72d6cc1239", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2409, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12821.38, + "sql_execution_elapsed_ms_total": 2.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_05058e72d6cc1239\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0905f74bda7eb4609d3d704d4214b27343050625 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 6.7574297188755015}, {"sulphates": "0.46", "support": 225, "avg_response": 6.895555555555555}, {"sulphates": "0.44", "support": 216, "avg_response": 6.754166666666667}, {"sulphates": "0.38", "support": 214, "avg_response": 6.829439252336448}, {"sulphates": "0.42", "support": 181, "avg_response": 6.750276243093922}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1e137ef3e8a9129143bc07ec2e4b8c37bf6628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_05c5875477f5b6e2 +-- problem_id: v2p_n3_d1505d7dab0537e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea8e3b3c8db90f22a75d405f2f6fc5b9ca85d063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/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_c\n-- sql_source_dataset_id: n3\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_n3_05c5875477f5b6e2\n-- problem_id: v2p_n3_d1505d7dab0537e0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_05c5875477f5b6e2\\n-- problem_id: v2p_n3_d1505d7dab0537e0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 6.7574297188755015}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 6.895555555555555}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 6.754166666666667}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 6.829439252336448}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 6.750276243093922}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 6.76145251396648}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 6.824719101123595}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 6.94593023255814}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 6.6952380952380945}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 6.910179640718563}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 6.996987951807229}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 6.780124223602484}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 6.866666666666667}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 6.956953642384106}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 6.880714285714285}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 6.849640287769784}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 6.886666666666667}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 6.932558139534883}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 6.785833333333333}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 6.830555555555556}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 6.970588235294118}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 6.768686868686869}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 6.884536082474226}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 6.726136363636363}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 6.854117647058824}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 6.948809523809524}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 6.680722891566265}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 6.836764705882352}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 6.853731343283582}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 7.106779661016949}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 7.322222222222222}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 6.7625}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 6.8311111111111105}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 7.093181818181819}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 6.891666666666667}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 7.02}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 6.634285714285714}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 6.63939393939394}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 7.077419354838709}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 6.864999999999999}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 6.985714285714286}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 6.95925925925926}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 7.104545454545455}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 7.1157894736842096}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 6.942105263157895}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 6.894736842105263}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 6.533333333333333}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 7.2}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 6.98125}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 6.725}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97a8aceb5b40ce9289b8646f46a8ab925fa520ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.729982+00:00", + "ended_at": "2026-05-04T08:19:07.737338+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_05c5875477f5b6e2", + "problem_id": "v2p_n3_d1505d7dab0537e0", + "dataset_id": "n3", + "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=fixed acidity, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_05c5875477f5b6e2.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_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_05c5875477f5b6e2/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_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58d9d9e4d2bfc18aebb730aba44601fc928b563a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2242}} +{"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": 1015, "bytes_utf8": 1015, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 333}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8748, "bytes_utf8": 8748, "lines": 244, "estimated_tokens": 2511}} +{"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": 940, "bytes_utf8": 940, "lines": 1, "estimated_tokens": 283}, "usage": {"input_tokens": 22602, "cached_input_tokens": 21888, "output_tokens": 546}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b5604ba17a66e9e1d4504169189b64a31f174da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0636807a43e37cb2", + "api_calls": 0, + "input_tokens": 44935, + "cached_input_tokens": 42752, + "output_tokens": 879, + "total_tokens": 45814, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4753, + "estimated_output_tokens": 577, + "estimated_total_tokens": 5330, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34979.87, + "sql_execution_elapsed_ms_total": 17.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0636807a43e37cb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6f8841427bf83cb377fab597efb05a2241fe1c47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/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": "2026-05-04T08:10:16.754329+00:00", + "ended_at": "2026-05-04T08:10:32.488116+00:00", + "elapsed_ms": 15734.16, + "prompt_metrics": { + "chars": 7860, + "bytes_utf8": 7860, + "lines": 240, + "estimated_tokens": 2242 + }, + "stdout_metrics": { + "chars": 1438, + "bytes_utf8": 1438, + "lines": 4, + "estimated_tokens": 462 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1015, + "bytes_utf8": 1015, + "lines": 1, + "estimated_tokens": 294 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 333 + } + }, + "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_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8b2037ea370ddb46beaa49706b2e166b0d9a0889 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/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": "2026-05-04T08:10:32.518830+00:00", + "ended_at": "2026-05-04T08:10:51.764961+00:00", + "elapsed_ms": 19245.71, + "prompt_metrics": { + "chars": 8748, + "bytes_utf8": 8748, + "lines": 244, + "estimated_tokens": 2511 + }, + "stdout_metrics": { + "chars": 1355, + "bytes_utf8": 1355, + "lines": 4, + "estimated_tokens": 442 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 940, + "bytes_utf8": 940, + "lines": 1, + "estimated_tokens": 283 + }, + "usage": { + "input_tokens": 22602, + "cached_input_tokens": 21888, + "output_tokens": 546 + } + }, + "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_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f8c605889aa8b23870d8afcba9a714cdcf552f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f15a09bd0d3e6fdd7ad2ba546ca1e18a2ae8649e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"fixed acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"fixed acidity\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"fixed_acidity_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"fixed_acidity_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_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9a30d14f10472646de6c2567264cecdedd83baa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-b9b4-7393-bb58-f8c2f8cb0bf7"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"fixed acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile structure with group_col=\\\"sulphates\\\" and measure_col=\\\"fixed acidity\\\". Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 95th percentile using window functions and CEIL on per-group counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":333}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d630cb8b233f18e63d94c657714dbadac4c455e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"fixed acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"fixed acidity\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"fixed_acidity_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"fixed_acidity_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile structure with group_col=\"sulphates\" and measure_col=\"fixed acidity\". Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 95th percentile using window functions and CEIL on per-group counts."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a50ba8705a95dec8cd73b570c95f16366d664185 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-f757-7c80-b163-1e4168c75014"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"fixed acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with equivalent positive-integer arithmetic for the nearest-rank 95th percentile index: CAST(((95 * cnt) + 99) / 100 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22602,"cached_input_tokens":21888,"output_tokens":546}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb52ea13f40d5d7639b13672df077241585b1b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"fixed acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"fixed acidity\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"fixed_acidity_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"fixed_acidity_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with equivalent positive-integer arithmetic for the nearest-rank 95th percentile index: CAST(((95 * cnt) + 99) / 100 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e51fb4cf1be18ae6e4785e671fa3c11418f0aaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:16.942358Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:19.358331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:31.514053Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ea5a2ab1c06a4d0d0017f08fcfd7da8100da704 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:32.718521Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:35.112956Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:51.027620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffe0ecfbe469fac90587e3f2d62052e550d73715 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/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=sulphates, measure_col=fixed acidity. +Result preview: [{"sulphates": "0.28", "percentile_measure": 10.3}, {"sulphates": "0.29", "percentile_measure": 9.8}, {"sulphates": "1", "percentile_measure": 9.6}, {"sulphates": "0.25", "percentile_measure": 9.2}, {"sulphates": "0.3", "percentile_measure": 9.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4ac5355c4ab9db5a0b891a175478c3dfe690c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0636807a43e37cb2 +-- problem_id: v2p_n3_5ac2a48d6c9a7c60 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("fixed acidity" AS REAL) AS "fixed_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("fixed acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "fixed acidity" IS NOT NULL +), +"picked" AS ( + SELECT + "sulphates", + "fixed_acidity_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "sulphates", + "fixed_acidity_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78d5adbac34712095243c193bc0ca5783b5b879a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/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 \"sulphates\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"fixed acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"fixed acidity\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"fixed_acidity_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"fixed_acidity_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 \\\"sulphates\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"fixed acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.28\", \"percentile_measure\": 10.3}, {\"sulphates\": \"0.29\", \"percentile_measure\": 9.8}, {\"sulphates\": \"1\", \"percentile_measure\": 9.6}, {\"sulphates\": \"0.25\", \"percentile_measure\": 9.2}, {\"sulphates\": \"0.3\", \"percentile_measure\": 9.2}, {\"sulphates\": \"0.61\", \"percentile_measure\": 9.2}, {\"sulphates\": \"0.32\", \"percentile_measure\": 9.0}, {\"sulphates\": \"0.34\", \"percentile_measure\": 8.9}, {\"sulphates\": \"0.46\", \"percentile_measure\": 8.9}, {\"sulphates\": \"0.67\", \"percentile_measure\": 8.8}, {\"sulphates\": \"0.79\", \"percentile_measure\": 8.8}, {\"sulphates\": \"0.98\", \"percentile_measure\": 8.8}, {\"sulphates\": \"0.49\", \"percentile_measure\": 8.7}, {\"sulphates\": \"0.82\", \"percentile_measure\": 8.7}, {\"sulphates\": \"0.88\", \"percentile_measure\": 8.7}, {\"sulphates\": \"0.47\", \"percentile_measure\": 8.6}, {\"sulphates\": \"0.73\", \"percentile_measure\": 8.6}, {\"sulphates\": \"0.31\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.33\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.36\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.37\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.4\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.66\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.7\", \"percentile_measure\": 8.5}, {\"sulphates\": \"0.35\", \"percentile_measure\": 8.4}, {\"sulphates\": \"0.39\", \"percentile_measure\": 8.4}, {\"sulphates\": \"0.65\", \"percentile_measure\": 8.4}, {\"sulphates\": \"0.38\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.51\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.55\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.58\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.59\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.64\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.68\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.77\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.43\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.45\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.5\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.52\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.71\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.8\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.84\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.41\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.42\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.48\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.54\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.57\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.62\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.74\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.75\", \"percentile_measure\": 8.1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebbebba04645a7bbd18d2c85e3d52ff7ab1f3ea9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:10:16.751501+00:00", + "ended_at": "2026-05-04T08:10:51.806376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0636807a43e37cb2", + "problem_id": "v2p_n3_5ac2a48d6c9a7c60", + "dataset_id": "n3", + "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=sulphates, measure_col=fixed acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_0636807a43e37cb2.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0636807a43e37cb2", + "api_calls": 0, + "input_tokens": 44935, + "cached_input_tokens": 42752, + "output_tokens": 879, + "total_tokens": 45814, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4753, + "estimated_output_tokens": 577, + "estimated_total_tokens": 5330, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34979.87, + "sql_execution_elapsed_ms_total": 17.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0636807a43e37cb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b04f2479c43eb81e0291ac378452b465ec4a8697 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0636807a43e37cb2/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:10:32.515080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15734.16, "started_at": "2026-05-04T08:10:16.754329+00:00", "ended_at": "2026-05-04T08:10:32.488116+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 1015, "bytes_utf8": 1015, "lines": 1, "estimated_tokens": 294}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 333}, "stderr_preview": "2026-05-04T08:10:16.942358Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:19.358331Z 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_c/n3/artifacts/v2q_n3_06f952223a8e4c64/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57b1fc91feb6ba865364da88021bc194ae3655ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/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_c\n-- sql_source_dataset_id: n3\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_n3_06f952223a8e4c64\n-- problem_id: v2p_n3_5384b09ebab91549\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_06f952223a8e4c64\\n-- problem_id: v2p_n3_5384b09ebab91549\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 6.08257328990228}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 6.637765957446808}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 5.710311284046693}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 5.696}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 6.1786995515695065}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 6.838356164383561}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 6.829398148148148}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 5.793255813953488}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 5.828250000000001}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 4.839617486338797}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 6.761878453038674}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 6.374576271186441}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 5.742700729927007}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 6.950367647058823}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 5.272014925373135}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 6.101639344262295}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 5.984615384615385}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 7.2125}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 6.066831683168317}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 6.873684210526315}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 7.213855421686747}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 7.407317073170732}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 8.616428571428571}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 5.36590909090909}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 7.317460317460317}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 6.512745098039216}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 5.6479591836734695}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 6.179166666666667}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 6.945652173913044}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 7.7560975609756095}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 7.769230769230769}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 6.530263157894737}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 6.454054054054055}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 8.82857142857143}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 5.590909090909091}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 6.951851851851852}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 5.546296296296297}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 9.212}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 6.782608695652174}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 4.997826086956522}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 8.76590909090909}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 10.55952380952381}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 8.873684210526315}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 4.536842105263158}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 3.526315789473684}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 5.885294117647058}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 8.228125}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 10.396428571428572}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 3.5500000000000003}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 6.384615384615385}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db16aa673d2e013329fd1a923c37ba0891790173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.490617+00:00", + "ended_at": "2026-05-04T08:19:07.499322+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_06f952223a8e4c64", + "problem_id": "v2p_n3_5384b09ebab91549", + "dataset_id": "n3", + "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=residual sugar, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_06f952223a8e4c64.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_c/n3/artifacts/v2q_n3_06f952223a8e4c64/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_06f952223a8e4c64/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_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f924202ce7a7f48649a1f96f227d4d1b447c892d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 242, "estimated_tokens": 2255}} +{"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": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22344, "cached_input_tokens": 20864, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1664a508eb63bc3593681c298e5ea0e55407378a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_080e9ab10c3a8adb", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11325.1, + "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_c\\n3\\artifacts\\v2q_n3_080e9ab10c3a8adb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f33d964c28a966b6d130e040d0fb225432b670a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/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": "2026-05-04T07:41:39.326038+00:00", + "ended_at": "2026-05-04T07:41:50.651224+00:00", + "elapsed_ms": 11325.1, + "prompt_metrics": { + "chars": 7857, + "bytes_utf8": 7857, + "lines": 242, + "estimated_tokens": 2255 + }, + "stdout_metrics": { + "chars": 831, + "bytes_utf8": 831, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 497, + "bytes_utf8": 497, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22344, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18d400f9ededd2c580732669477a5ac98aecd09f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sulphates", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e785d4b10b8de898d37310f059f3501add3b5df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-851d-7881-b72d-bac5732b7081"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"sulphates\\\", predicate_col=\\\"density\\\", predicate_op=\\\">=\\\", predicate_value=0.9961, top_k=14. Cast \\\"density\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22344,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17cddd844fc40798336831662eda06dc0b3c075a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"sulphates\", predicate_col=\"density\", predicate_op=\">=\", predicate_value=0.9961, top_k=14. Cast \"density\" 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_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fbdf7ce01facfcfd0622db2990639728b3ccbcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:39.547494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:41.923685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:49.935018Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c26f534e60e9e6b6c774a3572853df1ff3107e7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/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=sulphates. +Result preview: [{"sulphates": "0.5", "support": 90}, {"sulphates": "0.46", "support": 73}, {"sulphates": "0.44", "support": 64}, {"sulphates": "0.49", "support": 59}, {"sulphates": "0.45", "support": 52}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d2cad6ec75fcfcca3538f49b61c1c8ef2fb0d66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_080e9ab10c3a8adb +-- problem_id: v2p_n3_6a1bd2ae1c5534bf +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c201887bb1fb56a4f31c96be7326a8c26b2e8d5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/query_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 \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"sulphates\", \"support\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 90}, {\"sulphates\": \"0.46\", \"support\": 73}, {\"sulphates\": \"0.44\", \"support\": 64}, {\"sulphates\": \"0.49\", \"support\": 59}, {\"sulphates\": \"0.45\", \"support\": 52}, {\"sulphates\": \"0.47\", \"support\": 50}, {\"sulphates\": \"0.53\", \"support\": 46}, {\"sulphates\": \"0.51\", \"support\": 46}, {\"sulphates\": \"0.38\", \"support\": 45}, {\"sulphates\": \"0.54\", \"support\": 44}, {\"sulphates\": \"0.52\", \"support\": 42}, {\"sulphates\": \"0.41\", \"support\": 42}, {\"sulphates\": \"0.48\", \"support\": 41}, {\"sulphates\": \"0.43\", \"support\": 40}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43621acfccce8acfc4d7b27f38569af97b0a4bd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:41:39.323725+00:00", + "ended_at": "2026-05-04T07:41:50.679731+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_080e9ab10c3a8adb", + "problem_id": "v2p_n3_6a1bd2ae1c5534bf", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_080e9ab10c3a8adb.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_080e9ab10c3a8adb", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11325.1, + "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_c\\n3\\artifacts\\v2q_n3_080e9ab10c3a8adb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d97a5fbf76205ee93d718b1f865325c987c3fa9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:50.668789+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11325.1, "started_at": "2026-05-04T07:41:39.326038+00:00", "ended_at": "2026-05-04T07:41:50.651224+00:00", "prompt_metrics": {"chars": 7857, "bytes_utf8": 7857, "lines": 242, "estimated_tokens": 2255}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22344, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:41:39.547494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:41.923685Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9961\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"sulphates\\\", predicate_col=\\\"density\\\", predicate_op=\\\">=\\\", predicate_value=0.9961, top_k=14. Cast \\\"density\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c01a84c51e81a340a7db9e71ac008a654863b98f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_080e9ab10c3a8adb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_080e9ab10c3a8adb", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22496, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11325.1, + "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_c\\n3\\artifacts\\v2q_n3_080e9ab10c3a8adb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90e18449011499a27072433a3f55a000261f2b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7981, "bytes_utf8": 7981, "lines": 243, "estimated_tokens": 2304}} +{"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": 134}, "usage": {"input_tokens": 22395, "cached_input_tokens": 21888, "output_tokens": 150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..551645dbe6075627e82ee04dce9b8afa47d8a7b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_08b7d7d89018f22c", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22545, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2438, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12818.8, + "sql_execution_elapsed_ms_total": 6.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_08b7d7d89018f22c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c5f9569b1cd34816f2c651e77ff99a5442f89e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/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": "2026-05-04T07:55:44.155744+00:00", + "ended_at": "2026-05-04T07:55:56.974422+00:00", + "elapsed_ms": 12818.8, + "prompt_metrics": { + "chars": 7981, + "bytes_utf8": 7981, + "lines": 243, + "estimated_tokens": 2304 + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13259 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 501, + "bytes_utf8": 501, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22395, + "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_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33bb960fd0486ef05492fc142c5ad7c4a12f000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "8", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99268fc361897a8c19f65421dbba8b1ec9f7e454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-6909-78d3-bb9e-4d552f8fb769"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", target_value='8'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22395,"cached_input_tokens":21888,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91ae537c116a3df7f5626f8d622cf43b64fb44de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", target_value='8'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab4828b1640aad9a1d7d7780e6bab2659d7fd68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:44.321331Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:46.725047Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:56.154618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..decbca51128169656f94ed759e3c1974d3c9a27c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "3.9", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "4.4", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "4.9", "sulphates": "0.59", "target_rate": 1.0}, {"fixed acidity": "5", "sulphates": "0.34", "target_rate": 1.0}, {"fixed acidity": "5", "sulphates": "0.51", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f093332f722d1528fc488af50ecef402e6899b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_08b7d7d89018f22c +-- problem_id: v2p_n3_a1faa413f73984a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS "target_rate" +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e20872fcc90d7dd3a3634914901e2c362a8ff3a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"3.9\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.33\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.84\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.27\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.77\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.95\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.94\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.65\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.26\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.69\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.78\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.79\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.76\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.25\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.27\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.75\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.33\", \"target_rate\": 0.75}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.39\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.71\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.64\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.48\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.4\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.37\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.46\", \"target_rate\": 0.6}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.49\", \"target_rate\": 0.5}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.33\", \"target_rate\": 0.5}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.57\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.3\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.65\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.34\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.32\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.32\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.41\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.53\", \"target_rate\": 0.5}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.38\", \"target_rate\": 0.5}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.39\", \"target_rate\": 0.5}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.32\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.38\", \"target_rate\": 0.4166666666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b17e939b1e6559d6bfbd123921395cb7831016f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:55:44.153151+00:00", + "ended_at": "2026-05-04T07:55:57.006496+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_08b7d7d89018f22c", + "problem_id": "v2p_n3_a1faa413f73984a2", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "8", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_08b7d7d89018f22c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_08b7d7d89018f22c", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22545, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2438, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12818.8, + "sql_execution_elapsed_ms_total": 6.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_08b7d7d89018f22c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fc6324bff42516cb55f47f11e6ca36c80b70b47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_08b7d7d89018f22c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:56.992129+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12818.8, "started_at": "2026-05-04T07:55:44.155744+00:00", "ended_at": "2026-05-04T07:55:56.974422+00:00", "prompt_metrics": {"chars": 7981, "bytes_utf8": 7981, "lines": 243, "estimated_tokens": 2304}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22395, "cached_input_tokens": 21888, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:55:44.321331Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:46.725047Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48bb650ccad8467586d9c8a39707f897a1ee954f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-2e07-7d81-892a-f8ec521bd9b5"} +{"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 \\\"quality\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"density_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 90th-percentile point per quality group by selecting the first row at or above ceil(0.9 * group_size).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22327,"cached_input_tokens":21888,"output_tokens":336}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..965c97d7dc718f08c43877e8c5655554414bc24c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"quality\",\n \"density_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 90th-percentile point per quality group by selecting the first row at or above ceil(0.9 * group_size)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..582ac2c5b9911998d7270d5066971705d0f1ac46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:19.941984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:22.314238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:33.242250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a2ba40229bdd91786d30a221046e8f3f0d55b6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/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=quality, measure_col=density. +Result preview: [{"quality": "5", "percentile_measure": 0.99865}, {"quality": "3", "percentile_measure": 0.9983}, {"quality": "6", "percentile_measure": 0.998}, {"quality": "4", "percentile_measure": 0.99795}, {"quality": "7", "percentile_measure": 0.9971}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90115f5485d1f9686cb7c88277098a89dda2523d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_09a58a5005642412 +-- problem_id: v2p_n3_ed03bc5a092781ae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("density" AS REAL) AS "density_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("density" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "density" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "quality", + "density_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "quality", + "percentile_measure" +FROM "percentile_pick" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4a822cc4d17b47ccb5d88752fc0ec68d08658c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/query_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 \"quality\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"quality\",\n \"density_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"density_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"5\", \"percentile_measure\": 0.99865}, {\"quality\": \"3\", \"percentile_measure\": 0.9983}, {\"quality\": \"6\", \"percentile_measure\": 0.998}, {\"quality\": \"4\", \"percentile_measure\": 0.99795}, {\"quality\": \"7\", \"percentile_measure\": 0.9971}, {\"quality\": \"9\", \"percentile_measure\": 0.997}, {\"quality\": \"8\", \"percentile_measure\": 0.99564}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f9304de28985fe177f91b5993af1b4e11e4c8e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:17:19.698615+00:00", + "ended_at": "2026-05-04T08:17:34.258796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_09a58a5005642412", + "problem_id": "v2p_n3_ed03bc5a092781ae", + "dataset_id": "n3", + "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=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_09a58a5005642412.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_09a58a5005642412", + "api_calls": 0, + "input_tokens": 22327, + "cached_input_tokens": 21888, + "output_tokens": 336, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2236, + "estimated_output_tokens": 300, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14511.26, + "sql_execution_elapsed_ms_total": 20.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_09a58a5005642412\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0a05a883b347cae39d1f9e660295fdd702b130c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:34.231708+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14511.26, "started_at": "2026-05-04T08:17:19.701396+00:00", "ended_at": "2026-05-04T08:17:34.212844+00:00", "prompt_metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2236}, "response_metrics": {"chars": 1056, "bytes_utf8": 1056, "lines": 1, "estimated_tokens": 300}, "usage": {"input_tokens": 22327, "cached_input_tokens": 21888, "output_tokens": 336}, "stderr_preview": "2026-05-04T08:17:19.941984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:22.314238Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 90th-percentile point per quality group by selec"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a9bae256139182c190bb333a144ddd3212becb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09a58a5005642412/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_09a58a5005642412", + "api_calls": 0, + "input_tokens": 22327, + "cached_input_tokens": 21888, + "output_tokens": 336, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2236, + "estimated_output_tokens": 300, + "estimated_total_tokens": 2536, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14511.26, + "sql_execution_elapsed_ms_total": 20.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_09a58a5005642412\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c90a3e5ce69d1fabce326d22563ef565875a4561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"fixed acidity": "6.8", "support": 308, "avg_response": 0.33461038961038964}, {"fixed acidity": "6.6", "support": 290, "avg_response": 0.3218620689655173}, {"fixed acidity": "6.4", "support": 280, "avg_response": 0.31949999999999995}, {"fixed acidity": "6.9", "support": 241, "avg_response": 0.33352697095435685}, {"fixed acidity": "6.7", "support": 236, "avg_response": 0.3377542372881356}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d11e7c25e0815d4bf4fd0801cc592e59f244497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_09d67a618c21dcfe +-- problem_id: v2p_n3_c0069f55e29e035b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f45da5076f6b2e30d67bd10e6827cfdbb0635bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/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_c\n-- sql_source_dataset_id: n3\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_n3_09d67a618c21dcfe\n-- problem_id: v2p_n3_c0069f55e29e035b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_09d67a618c21dcfe\\n-- problem_id: v2p_n3_c0069f55e29e035b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 0.33461038961038964}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 0.3218620689655173}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 0.31949999999999995}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 0.33352697095435685}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 0.3377542372881356}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 0.3282327586206897}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 0.32991111111111115}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 0.355242718446602}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 0.34885}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 0.34654639175257734}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 0.30812500000000004}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 0.32393617021276594}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 0.3011413043478261}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 0.3541573033707865}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 0.30690322580645163}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 0.3663398692810457}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 0.39463414634146343}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 0.2781818181818182}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 0.2633980582524272}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 0.3844086021505376}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 0.3686021505376344}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 0.28306818181818183}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 0.35575}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 0.38054054054054054}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 0.29014084507042254}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 0.4114285714285714}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 0.37535714285714283}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 0.4211538461538461}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 0.3845714285714286}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 0.3903125}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 0.27419354838709675}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 0.26}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 0.25107142857142856}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 0.24555555555555555}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 0.37}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 0.24875000000000003}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 0.24173913043478262}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 0.40619047619047616}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 0.3844444444444444}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 0.39882352941176474}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 0.373125}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 0.42733333333333334}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 0.38636363636363635}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 0.19666666666666666}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 0.49125}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 0.2442857142857143}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 0.4183333333333333}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 0.378}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 0.13999999999999999}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47b0e826295dbae703b8fb1be37e3b9d8513209d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.389877+00:00", + "ended_at": "2026-05-04T08:19:07.397676+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_09d67a618c21dcfe", + "problem_id": "v2p_n3_c0069f55e29e035b", + "dataset_id": "n3", + "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=citric acid, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_09d67a618c21dcfe.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_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_09d67a618c21dcfe/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_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b47e463d0645e5c5a154a19d189ec0ed5827cefc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7976, "bytes_utf8": 7976, "lines": 244, "estimated_tokens": 2285}} +{"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": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22374, "cached_input_tokens": 19840, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87aad6898a728f980c26616efefc9519fdc40508 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0b42a7f709daf15b", + "api_calls": 0, + "input_tokens": 22374, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22493, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2285, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10384.67, + "sql_execution_elapsed_ms_total": 2.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0b42a7f709daf15b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ff9023a1f1971e7f641a8fc233faebb2bd69359 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/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": "2026-05-04T07:50:56.754368+00:00", + "ended_at": "2026-05-04T07:51:07.140072+00:00", + "elapsed_ms": 10384.67, + "prompt_metrics": { + "chars": 7976, + "bytes_utf8": 7976, + "lines": 244, + "estimated_tokens": 2285 + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22374, + "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_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3878d651da3753d707f31bf3560650c135db2a8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "predicate_col": "sulphates", + "predicate_op": ">=", + "predicate_value": 0.55, + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f0d1bb2b16eefcf039a61d5d20dd016df072cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-0669-7270-b7eb-9df7c3b2f093"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"sulphates\\\" AS REAL) >= 0.55\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template and fixed bindings. Cast TEXT-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22374,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d515cac9f4e631d9009308a2d5f0eb2c023a2cfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"sulphates\" AS REAL) >= 0.55\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the required template and 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_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77b461b9e54f781a0b9f4aabee5c1d28c5701cd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:56.929283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:59.354364Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:06.279094Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a09bd7fd7b955c869bde984ab8b72796a0f1a61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/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=fixed acidity, measure_col=volatile acidity. +Result preview: [{"fixed acidity": "6.8", "total_measure": 22.990000000000002}, {"fixed acidity": "6.6", "total_measure": 22.335}, {"fixed acidity": "6.5", "total_measure": 19.095}, {"fixed acidity": "6.4", "total_measure": 17.71}, {"fixed acidity": "6.9", "total_measure": 17.05}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d88d440967b8548be434bbdfb2e85be3d6f217ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0b42a7f709daf15b +-- problem_id: v2p_n3_cb6c95d5b2b5666a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("sulphates" AS REAL) >= 0.55 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1997cc2ff7b33a5a3f8cf6ef10c77a2cd6ab8dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/query_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 \"fixed acidity\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"sulphates\" AS REAL) >= 0.55\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"sulphates\\\" AS REAL) >= 0.55\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 22.990000000000002}, {\"fixed acidity\": \"6.6\", \"total_measure\": 22.335}, {\"fixed acidity\": \"6.5\", \"total_measure\": 19.095}, {\"fixed acidity\": \"6.4\", \"total_measure\": 17.71}, {\"fixed acidity\": \"6.9\", \"total_measure\": 17.05}, {\"fixed acidity\": \"6.7\", \"total_measure\": 16.72}, {\"fixed acidity\": \"7\", \"total_measure\": 15.94}, {\"fixed acidity\": \"6.2\", \"total_measure\": 15.67}, {\"fixed acidity\": \"7.1\", \"total_measure\": 14.43}, {\"fixed acidity\": \"7.4\", \"total_measure\": 13.82}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e4abf5f039908d90bf523c0e2dd372fa21b6940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:50:56.752592+00:00", + "ended_at": "2026-05-04T07:51:07.167678+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0b42a7f709daf15b", + "problem_id": "v2p_n3_cb6c95d5b2b5666a", + "dataset_id": "n3", + "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=fixed acidity, measure_col=volatile acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "predicate_col": "sulphates", + "predicate_op": ">=", + "predicate_value": 0.55, + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "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_c\\n3\\sql\\v2q_n3_0b42a7f709daf15b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0b42a7f709daf15b", + "api_calls": 0, + "input_tokens": 22374, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22493, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2285, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10384.67, + "sql_execution_elapsed_ms_total": 2.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0b42a7f709daf15b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b689fa0c03c7281a0fff27d84a10d69caf8a6160 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:07.153937+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10384.67, "started_at": "2026-05-04T07:50:56.754368+00:00", "ended_at": "2026-05-04T07:51:07.140072+00:00", "prompt_metrics": {"chars": 7976, "bytes_utf8": 7976, "lines": 244, "estimated_tokens": 2285}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22374, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:50:56.929283Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:59.354364Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.55\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template and 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_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed282db4e21701baf505d3f03e8fe769521ed1d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b42a7f709daf15b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0b42a7f709daf15b", + "api_calls": 0, + "input_tokens": 22374, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22493, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2285, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10384.67, + "sql_execution_elapsed_ms_total": 2.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0b42a7f709daf15b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..533a44a54224da2ed5bef0d2348ea802ad18c4fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7879, "bytes_utf8": 7879, "lines": 240, "estimated_tokens": 2241}} +{"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": 1062, "bytes_utf8": 1062, "lines": 1, "estimated_tokens": 296}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 354}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8852, "bytes_utf8": 8852, "lines": 244, "estimated_tokens": 2517}} +{"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": 1060, "bytes_utf8": 1060, "lines": 1, "estimated_tokens": 301}, "usage": {"input_tokens": 22608, "cached_input_tokens": 20864, "output_tokens": 370}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f42970b6842435d7775faeea4cad739d352ad52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0b91ee39d90d3ca3", + "api_calls": 0, + "input_tokens": 44940, + "cached_input_tokens": 41728, + "output_tokens": 724, + "total_tokens": 45664, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4758, + "estimated_output_tokens": 597, + "estimated_total_tokens": 5355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30174.7, + "sql_execution_elapsed_ms_total": 17.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0b91ee39d90d3ca3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44d65a21865418ca2f8d0151383b528ca04c91b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/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": "2026-05-04T08:15:10.423924+00:00", + "ended_at": "2026-05-04T08:15:25.491817+00:00", + "elapsed_ms": 15067.5, + "prompt_metrics": { + "chars": 7879, + "bytes_utf8": 7879, + "lines": 240, + "estimated_tokens": 2241 + }, + "stdout_metrics": { + "chars": 1500, + "bytes_utf8": 1500, + "lines": 4, + "estimated_tokens": 468 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1062, + "bytes_utf8": 1062, + "lines": 1, + "estimated_tokens": 296 + }, + "usage": { + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 354 + } + }, + "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_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..822d91b902a5465dbed603d1b811921670fc65bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/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": "2026-05-04T08:15:25.516500+00:00", + "ended_at": "2026-05-04T08:15:40.623804+00:00", + "elapsed_ms": 15107.2, + "prompt_metrics": { + "chars": 8852, + "bytes_utf8": 8852, + "lines": 244, + "estimated_tokens": 2517 + }, + "stdout_metrics": { + "chars": 1502, + "bytes_utf8": 1502, + "lines": 4, + "estimated_tokens": 478 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1060, + "bytes_utf8": 1060, + "lines": 1, + "estimated_tokens": 301 + }, + "usage": { + "input_tokens": 22608, + "cached_input_tokens": 20864, + "output_tokens": 370 + } + }, + "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_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..213e022f21217b9062f3dfb4b239c8d14e772a87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d03ef244079176d49f75d6ed5b72d07949a02fce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\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_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..553677f3525c248b4627bb619abfb3e5aab180a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-34d7-7472-a089-a917c4020f28"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by approximating the 90th percentile as the value at row CEIL(0.9 * group_size) within each \\\"fixed acidity\\\" group, after casting the text measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":20864,"output_tokens":354}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10ba00553379a13481ff62912d21517c8849dbea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the planned percentile template for SQLite by approximating the 90th percentile as the value at row CEIL(0.9 * group_size) within each \"fixed acidity\" group, after casting the text measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..faae1c5da6c4f223f2cbffce4bb167e5d3f82865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-6fe7-7bf2-9550-48a3e3606411"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n 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\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the grouped 90th-percentile point logic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22608,"cached_input_tokens":20864,"output_tokens":370}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cbe289c8f89890b2748d8d7457153cd70541560 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n 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\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the grouped 90th-percentile point logic."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b7dc0f8373b0dbb5e6c886e297f2cbdaae78ce0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:10.614582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:12.981883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:24.851439Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..49979662534f1239a023cad0b11cd00b08a1e0e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:25.747381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:28.244688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:39.851549Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5e4d4b13b98bd78505042c48e5626d892062adc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/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=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.2", "percentile_measure": 93.0}, {"fixed acidity": "4.5", "percentile_measure": 89.0}, {"fixed acidity": "9.6", "percentile_measure": 77.5}, {"fixed acidity": "4.7", "percentile_measure": 69.0}, {"fixed acidity": "4.9", "percentile_measure": 69.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0de3a4a838b77a1f3a9b5f36b29e0f855baa0855 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0b91ee39d90d3ca3 +-- problem_id: v2p_n3_9250cfd76023092d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("free sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "measure_value" 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_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0eb1269cf57e0e0034f4251a0baab8c413be9095 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/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 \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n 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\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" 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 \\\"fixed acidity\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n 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\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"4.2\", \"percentile_measure\": 93.0}, {\"fixed acidity\": \"4.5\", \"percentile_measure\": 89.0}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 77.5}, {\"fixed acidity\": \"4.7\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 61.0}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 61.0}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 61.0}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 60.0}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 59.5}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 59.0}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 59.0}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 59.0}, {\"fixed acidity\": \"5\", \"percentile_measure\": 58.0}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 58.0}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 58.0}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 58.0}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 57.0}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 57.0}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 57.0}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 57.0}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 57.0}, {\"fixed acidity\": \"6\", \"percentile_measure\": 56.0}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 56.0}, {\"fixed acidity\": \"7.15\", \"percentile_measure\": 56.0}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 56.0}, {\"fixed acidity\": \"8\", \"percentile_measure\": 56.0}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 55.0}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 55.0}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 55.0}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 55.0}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 54.0}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 54.0}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 54.0}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 52.5}, {\"fixed acidity\": \"4.4\", \"percentile_measure\": 52.0}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 52.0}, {\"fixed acidity\": \"9\", \"percentile_measure\": 52.0}, {\"fixed acidity\": \"6.45\", \"percentile_measure\": 51.0}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 50.5}, {\"fixed acidity\": \"7\", \"percentile_measure\": 50.0}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 48.0}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 48.0}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 47.0}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 47.0}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 47.0}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 46.0}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 46.0}, {\"fixed acidity\": \"10\", \"percentile_measure\": 45.0}, {\"fixed acidity\": \"5.1\", \"percentile_measure\": 44.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f91c372bc8150d898a8aaefd6e6f0f669fc24bda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:15:10.421876+00:00", + "ended_at": "2026-05-04T08:15:40.666736+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0b91ee39d90d3ca3", + "problem_id": "v2p_n3_9250cfd76023092d", + "dataset_id": "n3", + "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=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_0b91ee39d90d3ca3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0b91ee39d90d3ca3", + "api_calls": 0, + "input_tokens": 44940, + "cached_input_tokens": 41728, + "output_tokens": 724, + "total_tokens": 45664, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4758, + "estimated_output_tokens": 597, + "estimated_total_tokens": 5355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30174.7, + "sql_execution_elapsed_ms_total": 17.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0b91ee39d90d3ca3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41ce007dbc370a61ade3b6f7dca078502734c5a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:15:25.511773+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15067.5, "started_at": "2026-05-04T08:15:10.423924+00:00", "ended_at": "2026-05-04T08:15:25.491817+00:00", "prompt_metrics": {"chars": 7879, "bytes_utf8": 7879, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 1062, "bytes_utf8": 1062, "lines": 1, "estimated_tokens": 296}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 354}, "stderr_preview": "2026-05-04T08:15:10.614582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:12.981883Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b530423da219fa277d72cb14c926717674adba2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0b91ee39d90d3ca3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0b91ee39d90d3ca3", + "api_calls": 0, + "input_tokens": 44940, + "cached_input_tokens": 41728, + "output_tokens": 724, + "total_tokens": 45664, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4758, + "estimated_output_tokens": 597, + "estimated_total_tokens": 5355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30174.7, + "sql_execution_elapsed_ms_total": 17.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0b91ee39d90d3ca3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0c8c540f8e5d9487ff327442dd50f00555abed2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7976, "bytes_utf8": 7976, "lines": 243, "estimated_tokens": 2300}} +{"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": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22391, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..86182dfacef79f1c3947b077440ec1dc2fc5f208 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0c3419c0de455bf1", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22529, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2422, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12513.84, + "sql_execution_elapsed_ms_total": 6.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0c3419c0de455bf1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..472a47af410c18b8259699a7eaf80f87de1af4e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/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": "2026-05-04T07:53:23.084279+00:00", + "ended_at": "2026-05-04T07:53:35.598138+00:00", + "elapsed_ms": 12513.84, + "prompt_metrics": { + "chars": 7976, + "bytes_utf8": 7976, + "lines": 243, + "estimated_tokens": 2300 + }, + "stdout_metrics": { + "chars": 828, + "bytes_utf8": 828, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13259 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22391, + "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_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc3b929b0e6f2ea0b877ca8aed930a6c8620b88d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a173613ca9165a00ff34bbfcc27c04bb8f8a6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-422f-7403-b549-de16fa7aee9d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", and target_value='3'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22391,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bdd06a26a28d012cb62c31c5d3c439e1c8ae4a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", and target_value='3'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5feb840fbb2bee144bf74488e7c5381bc62649 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:23.326466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:25.837238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:34.744372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b3f3b579be8bdbc7a1425f999ff3cac29a5234e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "11.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "4.2", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "5.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "6.1", "quality": "3", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..205139c05e05aefa38b3da35ce4399c23a7bce56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_0c3419c0de455bf1 +-- problem_id: v2p_n3_d3d18bcfb7731266 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6292649d06b7824111fc9f73f3c568ffe1b72cfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ae7f511e4d214fdb9c1d790ae2214f551caa320 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:53:23.082202+00:00", + "ended_at": "2026-05-04T07:53:35.637931+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0c3419c0de455bf1", + "problem_id": "v2p_n3_d3d18bcfb7731266", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_0c3419c0de455bf1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0c3419c0de455bf1", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22529, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2422, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12513.84, + "sql_execution_elapsed_ms_total": 6.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0c3419c0de455bf1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b21afedb2c76852c75f8c61062e02e5167a4bf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c3419c0de455bf1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:35.621490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12513.84, "started_at": "2026-05-04T07:53:23.084279+00:00", "ended_at": "2026-05-04T07:53:35.598138+00:00", "prompt_metrics": {"chars": 7976, "bytes_utf8": 7976, "lines": 243, "estimated_tokens": 2300}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22391, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:53:23.326466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:25.837238Z 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_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ad9c9b351544322adb35e61e22c3034b5aef842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/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_c\n-- sql_source_dataset_id: n3\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_n3_0c92a2aebd6b6742\n-- problem_id: v2p_n3_c36147a7fa07858f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_0c92a2aebd6b6742\\n-- problem_id: v2p_n3_c36147a7fa07858f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 6.613043478260869}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 6.511475409836065}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 6.889473684210526}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 6.781818181818182}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 6.937037037037038}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 6.840740740740741}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 6.72037037037037}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 6.67037037037037}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 6.845283018867924}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 6.707692307692308}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 7.07}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 6.7860000000000005}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 6.761224489795919}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 6.740816326530613}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 6.808333333333334}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 7.2042553191489365}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 6.885106382978724}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 6.834042553191489}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 6.829787234042553}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 6.808510638297872}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 6.778723404255319}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 6.699999999999999}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 6.568085106382979}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 6.886956521739131}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 6.728260869565218}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 6.917777777777778}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 6.8133333333333335}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 6.635555555555556}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 6.9818181818181815}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 6.9386363636363635}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 6.6}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 6.774418604651163}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 6.7627906976744185}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 6.892857142857143}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 6.542857142857143}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 6.982926829268293}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 6.980487804878049}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 6.656097560975609}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 6.585365853658536}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 7.0487179487179485}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 7.033333333333333}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 6.964102564102565}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 6.812820512820513}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 6.826315789473684}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 6.778947368421053}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 6.618421052631579}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 7.083783783783784}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 6.875675675675676}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 6.872972972972972}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 6.754054054054055}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4196a1bfaaf7cc318d8827980726f79caa019904 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.609808+00:00", + "ended_at": "2026-05-04T08:19:07.617432+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0c92a2aebd6b6742", + "problem_id": "v2p_n3_c36147a7fa07858f", + "dataset_id": "n3", + "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=fixed acidity, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_0c92a2aebd6b6742.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_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0c92a2aebd6b6742/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_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1498629cd8c0793ddb9d64f755f0aa46c48e663c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7856, "bytes_utf8": 7856, "lines": 240, "estimated_tokens": 2242}} +{"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": 1732, "bytes_utf8": 1732, "lines": 1, "estimated_tokens": 565}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 602}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67deff16dd560b8fbfdfb1e727a9019299f90cad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0d8a0da89bbe842f", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 602, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 565, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21141.44, + "sql_execution_elapsed_ms_total": 22.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0d8a0da89bbe842f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..63dc985eb194cfe0c80d31bead876f76df4ef45b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/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": "2026-05-04T08:09:55.558413+00:00", + "ended_at": "2026-05-04T08:10:16.700301+00:00", + "elapsed_ms": 21141.44, + "prompt_metrics": { + "chars": 7856, + "bytes_utf8": 7856, + "lines": 240, + "estimated_tokens": 2242 + }, + "stdout_metrics": { + "chars": 2275, + "bytes_utf8": 2275, + "lines": 4, + "estimated_tokens": 800 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1732, + "bytes_utf8": 1732, + "lines": 1, + "estimated_tokens": 565 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 602 + } + }, + "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_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f83b6e742aae31092cffaf3d4c91e3fb6d03bb50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=fixed acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd79e13ee14f12e3f7198a1074bc06931cfa79be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-66ea-79f2-bc60-b8738f670e9d"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"fixed acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"floor_rn\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) + CASE\\n WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1) > CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"ceil_rn\\\",\\n ((0.9 * (\\\"cnt\\\" - 1)) + 1) - CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"floor_rn\\\" THEN \\\"fixed_acidity_value\\\" END) AS \\\"floor_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"ceil_rn\\\" THEN \\\"fixed_acidity_value\\\" END) AS \\\"ceil_val\\\",\\n MAX(\\\"frac\\\") AS \\\"frac\\\"\\n FROM \\\"percentile_pos\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n (\\\"floor_val\\\" + \\\"frac\\\" * (\\\"ceil_val\\\" - \\\"floor_val\\\")) AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"sulphates\\\" and measure_col=\\\"fixed acidity\\\". Replaced unsupported SQLite PERCENTILE_CONT with a SQLite-compatible continuous 90th-percentile interpolation using window functions and CAST(... AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":602}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2e10fd771cdba0728e354c48e4ae7d9ed975a51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"fixed acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"fixed acidity\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"sulphates\",\n \"fixed_acidity_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) AS \"floor_rn\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) + CASE\n WHEN ((0.9 * (\"cnt\" - 1)) + 1) > CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"ceil_rn\",\n ((0.9 * (\"cnt\" - 1)) + 1) - CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) AS \"frac\"\n FROM \"ranked\"\n),\n\"percentile_bounds\" AS (\n SELECT\n \"sulphates\",\n MAX(CASE WHEN \"rn\" = \"floor_rn\" THEN \"fixed_acidity_value\" END) AS \"floor_val\",\n MAX(CASE WHEN \"rn\" = \"ceil_rn\" THEN \"fixed_acidity_value\" END) AS \"ceil_val\",\n MAX(\"frac\") AS \"frac\"\n FROM \"percentile_pos\"\n GROUP BY \"sulphates\"\n)\nSELECT\n \"sulphates\",\n (\"floor_val\" + \"frac\" * (\"ceil_val\" - \"floor_val\")) AS \"percentile_measure\"\nFROM \"percentile_bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped percentile template with group_col=\"sulphates\" and measure_col=\"fixed acidity\". Replaced unsupported SQLite PERCENTILE_CONT with a SQLite-compatible continuous 90th-percentile interpolation using window functions and CAST(... AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d7092a6f1e1110589daa23bfe033cfae061462 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:55.741115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:58.144434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:15.978261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f984eab0a4a19e5f7a0936a458c33dacfec14af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/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=sulphates, measure_col=fixed acidity. +Result preview: [{"sulphates": "1", "percentile_measure": 9.6}, {"sulphates": "0.28", "percentile_measure": 9.36}, {"sulphates": "0.25", "percentile_measure": 8.84}, {"sulphates": "0.88", "percentile_measure": 8.7}, {"sulphates": "0.32", "percentile_measure": 8.540000000000001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cee73a99eb0db1da34f72ae1d93c7ccd943faba5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/generated_sql.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0d8a0da89bbe842f +-- problem_id: v2p_n3_f14be9393ec85901 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("fixed acidity" AS REAL) AS "fixed_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("fixed acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "fixed acidity" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "sulphates", + "fixed_acidity_value", + "rn", + "cnt", + CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) AS "floor_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 "ceil_rn", + ((0.9 * ("cnt" - 1)) + 1) - CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) AS "frac" + FROM "ranked" +), +"percentile_bounds" AS ( + SELECT + "sulphates", + MAX(CASE WHEN "rn" = "floor_rn" THEN "fixed_acidity_value" END) AS "floor_val", + MAX(CASE WHEN "rn" = "ceil_rn" THEN "fixed_acidity_value" END) AS "ceil_val", + MAX("frac") AS "frac" + FROM "percentile_pos" + GROUP BY "sulphates" +) +SELECT + "sulphates", + ("floor_val" + "frac" * ("ceil_val" - "floor_val")) AS "percentile_measure" +FROM "percentile_bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21ee4956e10d3069c5ffb877e622e275676fd984 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/query_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 \"sulphates\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"fixed acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"fixed acidity\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"sulphates\",\n \"fixed_acidity_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) AS \"floor_rn\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) + CASE\n WHEN ((0.9 * (\"cnt\" - 1)) + 1) > CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"ceil_rn\",\n ((0.9 * (\"cnt\" - 1)) + 1) - CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) AS \"frac\"\n FROM \"ranked\"\n),\n\"percentile_bounds\" AS (\n SELECT\n \"sulphates\",\n MAX(CASE WHEN \"rn\" = \"floor_rn\" THEN \"fixed_acidity_value\" END) AS \"floor_val\",\n MAX(CASE WHEN \"rn\" = \"ceil_rn\" THEN \"fixed_acidity_value\" END) AS \"ceil_val\",\n MAX(\"frac\") AS \"frac\"\n FROM \"percentile_pos\"\n GROUP BY \"sulphates\"\n)\nSELECT\n \"sulphates\",\n (\"floor_val\" + \"frac\" * (\"ceil_val\" - \"floor_val\")) AS \"percentile_measure\"\nFROM \"percentile_bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"fixed acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"fixed_acidity_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"floor_rn\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) + CASE\\n WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1) > CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"ceil_rn\\\",\\n ((0.9 * (\\\"cnt\\\" - 1)) + 1) - CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"floor_rn\\\" THEN \\\"fixed_acidity_value\\\" END) AS \\\"floor_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"ceil_rn\\\" THEN \\\"fixed_acidity_value\\\" END) AS \\\"ceil_val\\\",\\n MAX(\\\"frac\\\") AS \\\"frac\\\"\\n FROM \\\"percentile_pos\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n (\\\"floor_val\\\" + \\\"frac\\\" * (\\\"ceil_val\\\" - \\\"floor_val\\\")) AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"1\", \"percentile_measure\": 9.6}, {\"sulphates\": \"0.28\", \"percentile_measure\": 9.36}, {\"sulphates\": \"0.25\", \"percentile_measure\": 8.84}, {\"sulphates\": \"0.88\", \"percentile_measure\": 8.7}, {\"sulphates\": \"0.32\", \"percentile_measure\": 8.540000000000001}, {\"sulphates\": \"0.34\", \"percentile_measure\": 8.4}, {\"sulphates\": \"0.82\", \"percentile_measure\": 8.4}, {\"sulphates\": \"0.37\", \"percentile_measure\": 8.3}, {\"sulphates\": \"0.51\", \"percentile_measure\": 8.21}, {\"sulphates\": \"0.3\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.33\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.79\", \"percentile_measure\": 8.2}, {\"sulphates\": \"0.67\", \"percentile_measure\": 8.180000000000001}, {\"sulphates\": \"0.68\", \"percentile_measure\": 8.14}, {\"sulphates\": \"0.39\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.49\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.73\", \"percentile_measure\": 8.1}, {\"sulphates\": \"0.7\", \"percentile_measure\": 8.040000000000001}, {\"sulphates\": \"0.36\", \"percentile_measure\": 8.010000000000002}, {\"sulphates\": \"0.23\", \"percentile_measure\": 8.0}, {\"sulphates\": \"0.47\", \"percentile_measure\": 8.0}, {\"sulphates\": \"0.55\", \"percentile_measure\": 8.0}, {\"sulphates\": \"0.69\", \"percentile_measure\": 8.0}, {\"sulphates\": \"0.75\", \"percentile_measure\": 7.98}, {\"sulphates\": \"0.8\", \"percentile_measure\": 7.959999999999999}, {\"sulphates\": \"0.61\", \"percentile_measure\": 7.92}, {\"sulphates\": \"0.74\", \"percentile_measure\": 7.92}, {\"sulphates\": \"0.46\", \"percentile_measure\": 7.9}, {\"sulphates\": \"0.52\", \"percentile_measure\": 7.9}, {\"sulphates\": \"0.76\", \"percentile_measure\": 7.9}, {\"sulphates\": \"0.84\", \"percentile_measure\": 7.8999999999999995}, {\"sulphates\": \"0.64\", \"percentile_measure\": 7.88}, {\"sulphates\": \"0.31\", \"percentile_measure\": 7.86}, {\"sulphates\": \"0.77\", \"percentile_measure\": 7.8500000000000005}, {\"sulphates\": \"0.35\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.38\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.41\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.43\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.45\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.58\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.65\", \"percentile_measure\": 7.8}, {\"sulphates\": \"0.66\", \"percentile_measure\": 7.75}, {\"sulphates\": \"0.54\", \"percentile_measure\": 7.74}, {\"sulphates\": \"0.4\", \"percentile_measure\": 7.730000000000001}, {\"sulphates\": \"0.48\", \"percentile_measure\": 7.7200000000000015}, {\"sulphates\": \"0.72\", \"percentile_measure\": 7.720000000000001}, {\"sulphates\": \"0.29\", \"percentile_measure\": 7.7}, {\"sulphates\": \"0.42\", \"percentile_measure\": 7.7}, {\"sulphates\": \"0.5\", \"percentile_measure\": 7.7}, {\"sulphates\": \"0.56\", \"percentile_measure\": 7.7}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..379abeb03b265b395be741a0dcd943b7721884f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:09:55.555844+00:00", + "ended_at": "2026-05-04T08:10:16.749795+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0d8a0da89bbe842f", + "problem_id": "v2p_n3_f14be9393ec85901", + "dataset_id": "n3", + "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=sulphates, measure_col=fixed acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_0d8a0da89bbe842f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0d8a0da89bbe842f", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 602, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 565, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21141.44, + "sql_execution_elapsed_ms_total": 22.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0d8a0da89bbe842f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b480c8c940b3716e4b1144f83733cf35c1e62356 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:16.719584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21141.44, "started_at": "2026-05-04T08:09:55.558413+00:00", "ended_at": "2026-05-04T08:10:16.700301+00:00", "prompt_metrics": {"chars": 7856, "bytes_utf8": 7856, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 1732, "bytes_utf8": 1732, "lines": 1, "estimated_tokens": 565}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 602}, "stderr_preview": "2026-05-04T08:09:55.741115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:58.144434Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"ceil_rn\\\",\\n ((0.9 * (\\\"cnt\\\" - 1)) + 1) - CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n \\\"sulphates\\"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06cd02c12dac991fde7fd485252e4d26a1014561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0d8a0da89bbe842f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0d8a0da89bbe842f", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 602, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 565, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21141.44, + "sql_execution_elapsed_ms_total": 22.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0d8a0da89bbe842f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f05bb9c85f07014f947b800d08b66cfd95c2dfa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": 2246}} +{"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": 116}, "usage": {"input_tokens": 22335, "cached_input_tokens": 19840, "output_tokens": 226}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23d57a1353529c705de758539f92b1416dc3bcfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0ed618b66d1a11e8", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 19840, + "output_tokens": 226, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14271.19, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0ed618b66d1a11e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ff273f1ac08145898c36f65b0237b6a3f1f3a24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/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": "2026-05-04T07:43:45.781290+00:00", + "ended_at": "2026-05-04T07:44:00.055088+00:00", + "elapsed_ms": 14271.19, + "prompt_metrics": { + "chars": 7848, + "bytes_utf8": 7848, + "lines": 240, + "estimated_tokens": 2246 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 482, + "bytes_utf8": 482, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22335, + "cached_input_tokens": 19840, + "output_tokens": 226 + } + }, + "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_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14bd643ebd9eea317800bbcbba2ef46854a60209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc054a197ba166313a2d437cfab99cd0f9396424 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-736e-7b63-8ab4-2d39bdd6fffe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". Applied CAST(... AS REAL) because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":19840,"output_tokens":226}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16f50a0c8ffcc96e0781fdb39a8c7e38eb63996e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"fixed acidity\" and measure_col=\"free sulfur dioxide\". Applied CAST(... AS 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_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e5bdcc3b95aa04435a383db60721fcdec12a64a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:46.086618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:48.812633Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:59.397994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..63e84b099688ca27681c9f1a75996fb57838f12d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 28.666666666666668, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 47.857142857142854, "support": 7}, {"fixed acidity": "5", "avg_measure": 35.083333333333336, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 28.565217391304348, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 27.0, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c6694a03bfe1b58533573a561df3de2fe097a6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_0ed618b66d1a11e8 +-- problem_id: v2p_n3_660aa1ad552cba35 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64358cd15e541eb67deee70c6ecc9149c9bcab07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/query_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_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 28.666666666666668, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 47.857142857142854, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 35.083333333333336, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 28.565217391304348, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 27.0, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 31.11111111111111, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 31.928571428571427, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 23.35483870967742, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 28.507042253521128, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 34.11363636363637, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 34.053719008264466, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 33.62135922330097, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 35.494565217391305, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 37.438709677419354, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 37.1328125, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 39.00797872340426, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 37.15357142857143, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 36.65555555555556, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 36.543103448275865, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 37.014830508474574, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 38.40584415584416, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 34.477178423236516, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 32.89224137931034, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 35.1425, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 35.62135922330097, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 37.674157303370784, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 37.608247422680414, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 38.50813008130081, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 33.64052287581699, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 34.623655913978496, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 33.59139784946237, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 34.4054054054054, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 35.25625, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 36.294642857142854, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 32.142857142857146, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 28.307692307692307, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 33.57142857142857, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 31.65625, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 23.8, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 27.8, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 29.333333333333332, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 20.28125, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 24.823529411764707, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 24.583333333333332, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 29.095238095238095, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 34.40909090909091, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 20.125, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55385fed385e71826ac17d7491840e3f8b4de5b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:43:45.670691+00:00", + "ended_at": "2026-05-04T07:44:00.262742+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_0ed618b66d1a11e8", + "problem_id": "v2p_n3_660aa1ad552cba35", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_0ed618b66d1a11e8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0ed618b66d1a11e8", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 19840, + "output_tokens": 226, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14271.19, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0ed618b66d1a11e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79511034d602b77bf08e1f2245a9af41bf7142c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:00.179591+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14271.19, "started_at": "2026-05-04T07:43:45.781290+00:00", "ended_at": "2026-05-04T07:44:00.055088+00:00", "prompt_metrics": {"chars": 7848, "bytes_utf8": 7848, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22335, "cached_input_tokens": 19840, "output_tokens": 226}, "stderr_preview": "2026-05-04T07:43:46.086618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:48.812633Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"free sulfur dioxide\\\". Applied CAST(... AS REAL) because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dce901e3faf6e25b45b604d88da2f1e0a2dffbe2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_0ed618b66d1a11e8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_0ed618b66d1a11e8", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 19840, + "output_tokens": 226, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14271.19, + "sql_execution_elapsed_ms_total": 3.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_0ed618b66d1a11e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cbff536d6d9199c248e889120e2fde6157459f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2243}} +{"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": 1198, "bytes_utf8": 1198, "lines": 1, "estimated_tokens": 345}, "usage": {"input_tokens": 22334, "cached_input_tokens": 20864, "output_tokens": 389}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8833, "bytes_utf8": 8833, "lines": 244, "estimated_tokens": 2544}} +{"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": 1050, "bytes_utf8": 1050, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 22635, "cached_input_tokens": 21888, "output_tokens": 394}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b85e5fa055b10b5e4eba2bf9cadc5d1c1f6f6825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_105439219f72f877", + "api_calls": 0, + "input_tokens": 44969, + "cached_input_tokens": 42752, + "output_tokens": 783, + "total_tokens": 45752, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4787, + "estimated_output_tokens": 661, + "estimated_total_tokens": 5448, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39899.91, + "sql_execution_elapsed_ms_total": 17.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_105439219f72f877\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8eb2b896e8fd6695511c9441155082d7e22692f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/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": "2026-05-04T08:13:03.858264+00:00", + "ended_at": "2026-05-04T08:13:20.939823+00:00", + "elapsed_ms": 17081.23, + "prompt_metrics": { + "chars": 7860, + "bytes_utf8": 7860, + "lines": 240, + "estimated_tokens": 2243 + }, + "stdout_metrics": { + "chars": 1640, + "bytes_utf8": 1640, + "lines": 4, + "estimated_tokens": 526 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13167 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1198, + "bytes_utf8": 1198, + "lines": 1, + "estimated_tokens": 345 + }, + "usage": { + "input_tokens": 22334, + "cached_input_tokens": 20864, + "output_tokens": 389 + } + }, + "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_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d525916234a4f12e631ccee043f37bb62b46472a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/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": "2026-05-04T08:13:20.961392+00:00", + "ended_at": "2026-05-04T08:13:43.780313+00:00", + "elapsed_ms": 22818.68, + "prompt_metrics": { + "chars": 8833, + "bytes_utf8": 8833, + "lines": 244, + "estimated_tokens": 2544 + }, + "stdout_metrics": { + "chars": 1479, + "bytes_utf8": 1479, + "lines": 4, + "estimated_tokens": 484 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1050, + "bytes_utf8": 1050, + "lines": 1, + "estimated_tokens": 316 + }, + "usage": { + "input_tokens": 22635, + "cached_input_tokens": 21888, + "output_tokens": 394 + } + }, + "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_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..360c835fd6b99122d79103a0c76f91eab270acef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..102c77765c2649a647815919bd9f607690b91e86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"sulphates\",\n \"residual_sugar_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n \"residual_sugar_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_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be34aed0d09852bca904d7c754d09b4f727ef8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-467c-7bb1-836d-5e0fb6e6d44a"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"residual_sugar_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"residual_sugar_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"residual_sugar_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Because SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the nearest-rank percentile within each sulphates group using window functions and CAST(... AS REAL) since the source columns are stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22334,"cached_input_tokens":20864,"output_tokens":389}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..450e03ee92e096883c9ac5b7a9006ef60aae6b60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"sulphates\",\n \"residual_sugar_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n \"residual_sugar_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped percentile template with group_col=\"sulphates\" and measure_col=\"residual sugar\". Because SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the nearest-rank percentile within each sulphates group using window functions and CAST(... AS REAL) since the source columns are stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fa4e8acca6570c5dff67a2768828245d8585d12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-895b-7043-a5db-ed4dc61db0d0"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL with a positive-number ceiling equivalent: CAST((0.9 * cnt) + 0.999999999 AS INTEGER). This preserves the grouped 90th-percentile point intent for each \\\"sulphates\\\" group using only SQLite-compatible functions.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22635,"cached_input_tokens":21888,"output_tokens":394}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d821a6694e6828032f44c06fe79a4c3f399fefb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"sulphates\",\n \"percentile_measure\",\n \"rn\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing CEIL with a positive-number ceiling equivalent: CAST((0.9 * cnt) + 0.999999999 AS INTEGER). This preserves the grouped 90th-percentile point intent for each \"sulphates\" group using only SQLite-compatible functions."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccdcdb871819042e3a80d2f4a43c349a1b6d2f52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:04.037093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:07.425962Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:19.988382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ffe4629d9cfca3f85452ecd20a431b9440de82d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:21.185250Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:23.668301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:41.103245Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a92412b267ee36b6f3c8120706110d0fe42254e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/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=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.67", "percentile_measure": 16.7}, {"sulphates": "0.5", "percentile_measure": 16.1}, {"sulphates": "0.76", "percentile_measure": 15.7}, {"sulphates": "0.68", "percentile_measure": 15.6}, {"sulphates": "0.43", "percentile_measure": 15.5}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6aef113b063c17e79d2f54a181d581df24e81b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_105439219f72f877 +-- problem_id: v2p_n3_583333de9fb6245c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("residual sugar" AS REAL) AS "residual_sugar_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "residual sugar" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "sulphates", + "residual_sugar_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + "residual_sugar_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_c/n3/artifacts/v2q_n3_105439219f72f877/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb45ad76542f28e4a63982502464f5b1cd14ee76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/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 \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"sulphates\",\n \"percentile_measure\",\n \"rn\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n \"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 \\\"sulphates\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.67\", \"percentile_measure\": 16.7}, {\"sulphates\": \"0.5\", \"percentile_measure\": 16.1}, {\"sulphates\": \"0.76\", \"percentile_measure\": 15.7}, {\"sulphates\": \"0.68\", \"percentile_measure\": 15.6}, {\"sulphates\": \"0.43\", \"percentile_measure\": 15.5}, {\"sulphates\": \"0.61\", \"percentile_measure\": 15.3}, {\"sulphates\": \"0.77\", \"percentile_measure\": 15.25}, {\"sulphates\": \"0.85\", \"percentile_measure\": 15.2}, {\"sulphates\": \"0.51\", \"percentile_measure\": 15.1}, {\"sulphates\": \"0.64\", \"percentile_measure\": 15.0}, {\"sulphates\": \"0.79\", \"percentile_measure\": 15.0}, {\"sulphates\": \"0.82\", \"percentile_measure\": 15.0}, {\"sulphates\": \"0.35\", \"percentile_measure\": 14.8}, {\"sulphates\": \"0.39\", \"percentile_measure\": 14.7}, {\"sulphates\": \"0.69\", \"percentile_measure\": 14.7}, {\"sulphates\": \"0.45\", \"percentile_measure\": 14.6}, {\"sulphates\": \"0.71\", \"percentile_measure\": 14.6}, {\"sulphates\": \"0.78\", \"percentile_measure\": 14.55}, {\"sulphates\": \"0.42\", \"percentile_measure\": 14.45}, {\"sulphates\": \"0.41\", \"percentile_measure\": 14.4}, {\"sulphates\": \"0.53\", \"percentile_measure\": 14.4}, {\"sulphates\": \"0.54\", \"percentile_measure\": 14.4}, {\"sulphates\": \"0.88\", \"percentile_measure\": 14.35}, {\"sulphates\": \"0.38\", \"percentile_measure\": 14.3}, {\"sulphates\": \"0.63\", \"percentile_measure\": 14.3}, {\"sulphates\": \"0.46\", \"percentile_measure\": 14.2}, {\"sulphates\": \"0.48\", \"percentile_measure\": 14.2}, {\"sulphates\": \"0.72\", \"percentile_measure\": 14.2}, {\"sulphates\": \"0.75\", \"percentile_measure\": 14.2}, {\"sulphates\": \"0.8\", \"percentile_measure\": 13.9}, {\"sulphates\": \"0.37\", \"percentile_measure\": 13.8}, {\"sulphates\": \"0.56\", \"percentile_measure\": 13.8}, {\"sulphates\": \"0.66\", \"percentile_measure\": 13.8}, {\"sulphates\": \"0.44\", \"percentile_measure\": 13.7}, {\"sulphates\": \"0.6\", \"percentile_measure\": 13.65}, {\"sulphates\": \"0.96\", \"percentile_measure\": 13.6}, {\"sulphates\": \"0.47\", \"percentile_measure\": 13.3}, {\"sulphates\": \"0.49\", \"percentile_measure\": 13.1}, {\"sulphates\": \"0.57\", \"percentile_measure\": 13.1}, {\"sulphates\": \"0.59\", \"percentile_measure\": 12.9}, {\"sulphates\": \"0.52\", \"percentile_measure\": 12.8}, {\"sulphates\": \"0.36\", \"percentile_measure\": 12.5}, {\"sulphates\": \"0.58\", \"percentile_measure\": 12.3}, {\"sulphates\": \"0.65\", \"percentile_measure\": 12.2}, {\"sulphates\": \"0.4\", \"percentile_measure\": 12.1}, {\"sulphates\": \"0.29\", \"percentile_measure\": 11.95}, {\"sulphates\": \"0.34\", \"percentile_measure\": 11.7}, {\"sulphates\": \"0.3\", \"percentile_measure\": 11.45}, {\"sulphates\": \"0.81\", \"percentile_measure\": 11.2}, {\"sulphates\": \"0.55\", \"percentile_measure\": 11.1}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85133725eca2b981835154bab61d528a3801866c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:13:03.856600+00:00", + "ended_at": "2026-05-04T08:13:43.823079+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_105439219f72f877", + "problem_id": "v2p_n3_583333de9fb6245c", + "dataset_id": "n3", + "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=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_105439219f72f877.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_105439219f72f877", + "api_calls": 0, + "input_tokens": 44969, + "cached_input_tokens": 42752, + "output_tokens": 783, + "total_tokens": 45752, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4787, + "estimated_output_tokens": 661, + "estimated_total_tokens": 5448, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 39899.91, + "sql_execution_elapsed_ms_total": 17.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_105439219f72f877\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..779ee64355da7b168fc98a9f49f3943a85cb5a3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_105439219f72f877/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:13:20.958020+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17081.23, "started_at": "2026-05-04T08:13:03.858264+00:00", "ended_at": "2026-05-04T08:13:20.939823+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 1198, "bytes_utf8": 1198, "lines": 1, "estimated_tokens": 345}, "usage": {"input_tokens": 22334, "cached_input_tokens": 20864, "output_tokens": 389}, "stderr_preview": "2026-05-04T08:13:04.037093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:07.425962Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b7d673c907fcc09846ed13af012132d543afc6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-3c1d-76d3-bdb8-e470891e56e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"quality\\\", measure_col=\\\"free sulfur dioxide\\\", predicate_col=\\\"total sulfur dioxide\\\", predicate_op=\\\">=\\\", predicate_value=167.0, top_k=18. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22373,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa4f5bd9099f5efea94a188425224a4a83d457a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"quality\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"quality\", measure_col=\"free sulfur dioxide\", predicate_col=\"total sulfur dioxide\", predicate_op=\">=\", predicate_value=167.0, top_k=18. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfdb87873c01bd87d8c5d3150419ab7583b53f51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:54.080300Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:56.900554Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:06.756978Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbdae347115e4ba7dd3f925c034b69f9c86f471 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/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=quality, measure_col=free sulfur dioxide. +Result preview: [{"quality": "5", "total_measure": 27145.5}, {"quality": "6", "total_measure": 25079.5}, {"quality": "7", "total_measure": 4575.5}, {"quality": "4", "total_measure": 1732.0}, {"quality": "8", "total_measure": 1196.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f32d65a9267acbfaf4971837b649a63df166c5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_10f379c787b7c26d +-- problem_id: v2p_n3_cfd642e332ad01d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f00dcc7afa75a15b740da53c706ed8c12ad7e00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/query_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 \"quality\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"5\", \"total_measure\": 27145.5}, {\"quality\": \"6\", \"total_measure\": 25079.5}, {\"quality\": \"7\", \"total_measure\": 4575.5}, {\"quality\": \"4\", \"total_measure\": 1732.0}, {\"quality\": \"8\", \"total_measure\": 1196.0}, {\"quality\": \"3\", \"total_measure\": 859.5}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afb14a3e4ed0ed091eeca20f2e4f1b80d3aa8833 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:47:53.876103+00:00", + "ended_at": "2026-05-04T07:48:07.512861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_10f379c787b7c26d", + "problem_id": "v2p_n3_cfd642e332ad01d6", + "dataset_id": "n3", + "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=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 41.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_10f379c787b7c26d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_10f379c787b7c26d", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 22531, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13601.68, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_10f379c787b7c26d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dbbfd9ba9ae76dc7914aad6ae8f37efcd84f26e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:07.502986+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13601.68, "started_at": "2026-05-04T07:47:53.879089+00:00", "ended_at": "2026-05-04T07:48:07.480698+00:00", "prompt_metrics": {"chars": 7984, "bytes_utf8": 7984, "lines": 244, "estimated_tokens": 2284}, "response_metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22373, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T07:47:54.080300Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:56.900554Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 167.0\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"quality\\\", measure_col=\\\"free sulfur dioxide\\\", predicate_col=\\\"total sulfur dioxide\\\", predicate_op=\\\">=\\\", predicate_value=167.0, top_k=18. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7391855de737b17c12d261c2df6cdcc94bdf9bff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_10f379c787b7c26d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_10f379c787b7c26d", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 22531, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13601.68, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_10f379c787b7c26d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd8ec7025d9eb96ecfbddf0d2fe0759d9853eb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"citric acid": "0.3", "support": 307, "avg_response": 0.26096091205211724}, {"citric acid": "0.28", "support": 282, "avg_response": 0.26416666666666666}, {"citric acid": "0.32", "support": 257, "avg_response": 0.2574708171206226}, {"citric acid": "0.34", "support": 225, "avg_response": 0.2595777777777778}, {"citric acid": "0.29", "support": 223, "avg_response": 0.26002242152466365}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c76144e9951347d12e37cc578d0c10d0c1af0c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_11352a8b8410a809 +-- problem_id: v2p_n3_723d24909373e41c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee57bc559f5eecfaea0663b899dda3fb39c6de2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/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_c\n-- sql_source_dataset_id: n3\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_n3_11352a8b8410a809\n-- problem_id: v2p_n3_723d24909373e41c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_11352a8b8410a809\\n-- problem_id: v2p_n3_723d24909373e41c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 0.26096091205211724}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 0.26416666666666666}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 0.2574708171206226}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 0.2595777777777778}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 0.26002242152466365}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 0.285}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 0.26416666666666666}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 0.2629302325581395}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 0.253725}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 0.25311475409836065}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 0.3045027624309392}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 0.25310734463276835}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 0.2564963503649635}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 0.27084558823529414}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 0.24630597014925376}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 0.25631147540983606}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 0.25675213675213676}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 0.2929807692307692}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 0.25584158415841585}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 0.27494736842105266}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 0.3025903614457831}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 0.24926829268292686}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 0.34964285714285714}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 0.3136363636363636}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 0.2785714285714286}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 0.29833333333333334}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 0.31244897959183676}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 0.290625}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 0.3015217391304348}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 0.25097560975609756}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 0.3057692307692308}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 0.2963157894736842}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 0.2772972972972973}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 0.28714285714285714}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 0.37318181818181817}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 0.3655555555555556}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 0.3262962962962963}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 0.29960000000000003}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 0.3456521739130435}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 0.3095652173913043}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 0.2893181818181818}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 0.27999999999999997}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 0.49657894736842106}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 0.40210526315789474}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 0.29578947368421055}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 0.40441176470588236}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 0.288125}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 0.42678571428571427}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 0.34785714285714286}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 0.2773076923076923}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f4e23958d5bbbe1253cdba6af493a420c38a5a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.480092+00:00", + "ended_at": "2026-05-04T08:19:07.490045+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_11352a8b8410a809", + "problem_id": "v2p_n3_723d24909373e41c", + "dataset_id": "n3", + "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=volatile acidity, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_11352a8b8410a809.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_c/n3/artifacts/v2q_n3_11352a8b8410a809/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11352a8b8410a809/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_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae62716b96b520bb1e644efcd16859bf33e60923 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7812, "bytes_utf8": 7812, "lines": 240, "estimated_tokens": 2243}} +{"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": 112}, "usage": {"input_tokens": 22332, "cached_input_tokens": 19840, "output_tokens": 201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38bf4218b07ca99442f3dcc215eff4bd2c865981 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_11680f8ff06944dc", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 22533, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16360.02, + "sql_execution_elapsed_ms_total": 6.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_11680f8ff06944dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab28651979ca35ddab7f3ed71c1c2e11a910a0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/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": "2026-05-04T07:45:09.416239+00:00", + "ended_at": "2026-05-04T07:45:25.789480+00:00", + "elapsed_ms": 16360.02, + "prompt_metrics": { + "chars": 7812, + "bytes_utf8": 7812, + "lines": 240, + "estimated_tokens": 2243 + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22332, + "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_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e94ee5ac6d4e6f48eac6cdfa32d9fb50bfedead --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2166db73c342f087e967dcce8a86eea5d00b4f37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-ba14-7f51-ab5f-d03167eae448"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"pH\\\". Cast \\\"pH\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":19840,"output_tokens":201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c259c1ffd65ccdb61bdf1b0ee62d69a401c965ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"fixed acidity\" and measure_col=\"pH\". Cast \"pH\" 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_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..726ab230a126cc312e565b9b11844f727c98318d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:09.727155Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:13.014866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:23.794385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2125f4db6960172dd3500751f5c19b00287e7ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 3.393333333333333, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 3.2985714285714285, "support": 7}, {"fixed acidity": "5", "avg_measure": 3.4033333333333338, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 3.377391304347826, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 3.3564285714285718, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b4a798602d04e77f60a55399cdf17d9d5cada22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_11680f8ff06944dc +-- problem_id: v2p_n3_5f81a49e3612fe0a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..480a07c8758e39558d1f85b52d21d569b727acc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/query_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_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 3.0854285714285714, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 3.0324999999999998, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 3.0364, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 3.0933333333333333, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 3.04, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 3.052941176470588, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 3.0352380952380953, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 3.0672727272727274, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 3.0075000000000003, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b38d7eb61be3cd289d93d656aec84d2170f5c9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:45:09.416239+00:00", + "ended_at": "2026-05-04T07:45:25.824327+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_11680f8ff06944dc", + "problem_id": "v2p_n3_5f81a49e3612fe0a", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_11680f8ff06944dc.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_11680f8ff06944dc", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 22533, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16360.02, + "sql_execution_elapsed_ms_total": 6.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_11680f8ff06944dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f94e4127f1ade94aa76b60bc473cc0b46cbef9e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:25.808815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16360.02, "started_at": "2026-05-04T07:45:09.416239+00:00", "ended_at": "2026-05-04T07:45:25.789480+00:00", "prompt_metrics": {"chars": 7812, "bytes_utf8": 7812, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22332, "cached_input_tokens": 19840, "output_tokens": 201}, "stderr_preview": "2026-05-04T07:45:09.727155Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:13.014866Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"pH\\\". Cast \\\"pH\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b302d114a73701ab43ef15f914aabb84e931f23a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_11680f8ff06944dc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_11680f8ff06944dc", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 22533, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16360.02, + "sql_execution_elapsed_ms_total": 6.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_11680f8ff06944dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e5b92f2a16f3d21a441aba56d32d072a82c5ec1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7949, "bytes_utf8": 7949, "lines": 244, "estimated_tokens": 2280}} +{"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": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22369, "cached_input_tokens": 19840, "output_tokens": 148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2bf2e00e3f4ca05cb8879ee8ff5d51189e322cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_120ae955d4eff01d", + "api_calls": 0, + "input_tokens": 22369, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22517, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2280, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2412, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13178.74, + "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_c\\n3\\artifacts\\v2q_n3_120ae955d4eff01d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa9d863aa47d5a464574002f60d1b207f87bc3f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/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": "2026-05-04T07:50:28.459409+00:00", + "ended_at": "2026-05-04T07:50:41.638329+00:00", + "elapsed_ms": 13178.74, + "prompt_metrics": { + "chars": 7949, + "bytes_utf8": 7949, + "lines": 244, + "estimated_tokens": 2280 + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 508, + "bytes_utf8": 508, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22369, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfabcf4db3d27eece02ee0d761c66b5aaa5551e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "predicate_col": "pH", + "predicate_op": ">=", + "predicate_value": 3.28, + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3af9fc682dbfb259706961c24e8f87a98f9e8af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-97ee-7561-b3f6-09bc41b64a73"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"pH\\\" AS REAL) >= 3.28\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template with group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", predicate_col=\\\"pH\\\", predicate_op=\\\">=\\\", predicate_value=3.28, and top_k=14. Cast text-typed numeric columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22369,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1310eaba330bb10ef0eb2bbd787ac908c1690953 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"quality\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"pH\" AS REAL) >= 3.28\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the provided template with group_col=\"quality\", measure_col=\"fixed acidity\", predicate_col=\"pH\", predicate_op=\">=\", predicate_value=3.28, and top_k=14. Cast text-typed numeric 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_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0661bfaba83133a50fd47184c98e518fb2e44a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:28.656196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:31.137703Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:40.766878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f538f7b6dd30947236ffac9d57316850f9048c72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/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=quality, measure_col=fixed acidity. +Result preview: [{"quality": "6", "total_measure": 3665.0}, {"quality": "7", "total_measure": 1962.4}, {"quality": "5", "total_measure": 1777.5}, {"quality": "8", "total_measure": 380.8}, {"quality": "4", "total_measure": 277.8}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..403c049857fdbe59acf001edb71405a810f0cd48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_120ae955d4eff01d +-- problem_id: v2p_n3_5367cf0da83b7848 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("pH" AS REAL) >= 3.28 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cca99b076ad736b75ec6cab168eeac7bc7284ace --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/query_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 \"quality\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"pH\" AS REAL) >= 3.28\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"pH\\\" AS REAL) >= 3.28\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 3665.0}, {\"quality\": \"7\", \"total_measure\": 1962.4}, {\"quality\": \"5\", \"total_measure\": 1777.5}, {\"quality\": \"8\", \"total_measure\": 380.8}, {\"quality\": \"4\", \"total_measure\": 277.8}, {\"quality\": \"3\", \"total_measure\": 35.9}, {\"quality\": \"9\", \"total_measure\": 28.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2862586f0a6e948fcfd3ac42722bb3cddadd7776 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:50:28.456643+00:00", + "ended_at": "2026-05-04T07:50:41.668034+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_120ae955d4eff01d", + "problem_id": "v2p_n3_5367cf0da83b7848", + "dataset_id": "n3", + "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=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "predicate_col": "pH", + "predicate_op": ">=", + "predicate_value": 3.28, + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_120ae955d4eff01d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_120ae955d4eff01d", + "api_calls": 0, + "input_tokens": 22369, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22517, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2280, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2412, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13178.74, + "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_c\\n3\\artifacts\\v2q_n3_120ae955d4eff01d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52f62283ae13cfd4a8ac59ad2a87236b07d13f2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:41.655772+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13178.74, "started_at": "2026-05-04T07:50:28.459409+00:00", "ended_at": "2026-05-04T07:50:41.638329+00:00", "prompt_metrics": {"chars": 7949, "bytes_utf8": 7949, "lines": 244, "estimated_tokens": 2280}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22369, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:50:28.656196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:31.137703Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.28\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template with group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", predicate_col=\\\"pH\\\", predicate_op=\\\">=\\\", predicate_value=3.28, and top_k=14. Cast text-typed numeric columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9d42765937e21538f127cba478cb1d7507d80aa3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_120ae955d4eff01d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_120ae955d4eff01d", + "api_calls": 0, + "input_tokens": 22369, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22517, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2280, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2412, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13178.74, + "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_c\\n3\\artifacts\\v2q_n3_120ae955d4eff01d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae9a7ed62e243ece9ce3d2878bd3746858c34152 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7784, "bytes_utf8": 7784, "lines": 240, "estimated_tokens": 2246}} +{"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": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce6bfb53d428e04b8c884b6b87a0176f60c7f52a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_130af430979a92da", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 22457, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2352, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14934.75, + "sql_execution_elapsed_ms_total": 5.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_130af430979a92da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33f1ee0746bf32b90d87107412bca1a31011c849 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/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": "2026-05-04T07:51:19.236219+00:00", + "ended_at": "2026-05-04T07:51:34.170922+00:00", + "elapsed_ms": 14934.75, + "prompt_metrics": { + "chars": 7784, + "bytes_utf8": 7784, + "lines": 240, + "estimated_tokens": 2246 + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13248 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22335, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb6bd4d99e94dd31c8d9aea298159607a929d727 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "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": 0.05, + "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 support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6148137b7716f71ca0e9d543c47111e31a238b03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-5e49-7a73-b7fc-2f0020d4286d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col bound to \\\"fixed acidity\\\" and group_col_2 bound to \\\"sulphates\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de50082bd1ca08a5e0f30abf9c5debc82af2f846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col bound to \"fixed acidity\" and group_col_2 bound to \"sulphates\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dbd58df92d6a79701974d8ac887a144755ef2db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:19.418391Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:21.824032Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:33.233172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..597b2ea39c3e8f5c21b7608f5b79decc722fac64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates. +Result preview: [{"fixed acidity": "6.4", "sulphates": "0.5", "support": 28}, {"fixed acidity": "6.9", "sulphates": "0.54", "support": 20}, {"fixed acidity": "7.2", "sulphates": "0.44", "support": 19}, {"fixed acidity": "6.6", "sulphates": "0.45", "support": 18}, {"fixed acidity": "7.4", "sulphates": "0.44", "support": 18}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..06aae32c33dff92cb8939b06f4ff2c6733b8509b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_130af430979a92da +-- problem_id: v2p_n3_e6dd1adaefc61d90 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a8ce981cdbd3476d1f52a3b595965573c314a3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/query_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_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.4\", \"sulphates\": \"0.5\", \"support\": 28}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.54\", \"support\": 20}, {\"fixed acidity\": \"7.2\", \"sulphates\": \"0.44\", \"support\": 19}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.45\", \"support\": 18}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.44\", \"support\": 18}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.48\", \"support\": 17}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.44\", \"support\": 17}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.44\", \"support\": 17}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.45\", \"support\": 17}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.38\", \"support\": 16}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.41\", \"support\": 16}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.4\", \"support\": 15}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.54\", \"support\": 15}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eccc1715b44c4dc506204fa8b71079b14403fbad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:51:19.232592+00:00", + "ended_at": "2026-05-04T07:51:34.200555+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_130af430979a92da", + "problem_id": "v2p_n3_e6dd1adaefc61d90", + "dataset_id": "n3", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "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": 0.05, + "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 {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\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=1/1", + "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_c\\n3\\sql\\v2q_n3_130af430979a92da.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_130af430979a92da", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 22457, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2352, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14934.75, + "sql_execution_elapsed_ms_total": 5.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_130af430979a92da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5a7765301ec433427399c546c4c282bf1fffb35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_130af430979a92da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:34.187793+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14934.75, "started_at": "2026-05-04T07:51:19.236219+00:00", "ended_at": "2026-05-04T07:51:34.170922+00:00", "prompt_metrics": {"chars": 7784, "bytes_utf8": 7784, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:51:19.418391Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:21.824032Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7110872ba3c21348262b21f5d5e41f42d5062060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-4e69-7d40-a052-d0661d1cd595"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22263,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4930edda9918d7d127cef75b909f28050286a6a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c4d3425efcc738c28da4c8df89d8a5911d7934e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:08.946740Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:11.394934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:18.388006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2845137258b1b37fc0ede89a5f3d3782dfedea99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/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=quality. +Result preview: [{"quality": "6", "row_count": 2198}, {"quality": "5", "row_count": 1457}, {"quality": "7", "row_count": 880}, {"quality": "8", "row_count": 175}, {"quality": "4", "row_count": 163}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5f847ddf3c26d17e8bf4f3e19fc9617c17117b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_15a11f66a9f0f68a +-- problem_id: v2p_n3_1215b2362358e15e +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f54190bfe128c5b663e43de7a007407af955dd72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/query_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 \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"quality\", \"row_count\"], \"rows\": [{\"quality\": \"6\", \"row_count\": 2198}, {\"quality\": \"5\", \"row_count\": 1457}, {\"quality\": \"7\", \"row_count\": 880}, {\"quality\": \"8\", \"row_count\": 175}, {\"quality\": \"4\", \"row_count\": 163}, {\"quality\": \"3\", \"row_count\": 20}, {\"quality\": \"9\", \"row_count\": 5}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..629687b508ecd9d145e0314d39fc3b12ce71f9d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:38:08.736039+00:00", + "ended_at": "2026-05-04T07:38:19.185304+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_15a11f66a9f0f68a", + "problem_id": "v2p_n3_1215b2362358e15e", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_15a11f66a9f0f68a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_15a11f66a9f0f68a", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22350, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10414.66, + "sql_execution_elapsed_ms_total": 3.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_15a11f66a9f0f68a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47b6592268e6259c72356a351e31b4735ce9a58b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_15a11f66a9f0f68a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:19.173760+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10414.66, "started_at": "2026-05-04T07:38:08.739018+00:00", "ended_at": "2026-05-04T07:38:19.153063+00:00", "prompt_metrics": {"chars": 7575, "bytes_utf8": 7575, "lines": 238, "estimated_tokens": 2172}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:38:08.946740Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:11.394934Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=citric acid, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d7cafb186d47bfa8277bc704cb579519609a267 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-8eb8-7983-922e-4d9b2fe5842f"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"sulphates\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 12;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each \\\"sulphates\\\" group after filtering to rows where \\\"quality\\\" = '6'. Numeric TEXT fields are cast to REAL, and groups are restricted to support >= 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":20864,"output_tokens":835}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89533d49df04ebb5afd20b5ebb2a2f043325b2ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"citric acid\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nGROUP BY \"sulphates\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"conditional_percentile\" DESC\nLIMIT 12;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each \"sulphates\" group after filtering to rows where \"quality\" = '6'. Numeric TEXT fields are cast to REAL, and groups are restricted to support >= 5."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..504b3cb6abd66866cbf88d848741cabe74e69663 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:49.339250Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:53.647594Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:14.705392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd82bea81051aee02ccb4814eb937016375e9b99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/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=sulphates, measure_col=citric acid, condition_col=quality. +Result preview: [{"sulphates": "0.31", "conditional_percentile": 0.99}, {"sulphates": "0.82", "conditional_percentile": 0.74}, {"sulphates": "0.76", "conditional_percentile": 0.74}, {"sulphates": "0.7", "conditional_percentile": 0.74}, {"sulphates": "0.67", "conditional_percentile": 0.74}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..af62f814c0196f6f47735838f7729a24ec4f2054 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_17bbe606de02a0f7 +-- problem_id: v2p_n3_2050d0adf49809b0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("citric acid" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + MIN("measure") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INT) +GROUP BY "sulphates" +HAVING MAX("cnt") >= 5 +ORDER BY "conditional_percentile" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dff3c2e0c0ba44bdf0c7baa9d9ffe2206908214 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/query_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 \"sulphates\",\n CAST(\"citric acid\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nGROUP BY \"sulphates\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"conditional_percentile\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MIN(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"sulphates\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 12;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.31\", \"conditional_percentile\": 0.99}, {\"sulphates\": \"0.82\", \"conditional_percentile\": 0.74}, {\"sulphates\": \"0.76\", \"conditional_percentile\": 0.74}, {\"sulphates\": \"0.7\", \"conditional_percentile\": 0.74}, {\"sulphates\": \"0.67\", \"conditional_percentile\": 0.74}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 0.74}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 0.69}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 0.68}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 0.67}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 0.65}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 0.62}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 0.61}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72e5c31f06203b219784e5b53edde1f6d8e12df2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:06:49.128109+00:00", + "ended_at": "2026-05-04T08:07:15.616178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_17bbe606de02a0f7", + "problem_id": "v2p_n3_2050d0adf49809b0", + "dataset_id": "n3", + "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=sulphates, measure_col=citric acid, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_17bbe606de02a0f7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_17bbe606de02a0f7", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 20864, + "output_tokens": 835, + "total_tokens": 23243, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 326, + "estimated_total_tokens": 2643, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26451.9, + "sql_execution_elapsed_ms_total": 8.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_17bbe606de02a0f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfeb651e9eaa9610ec5562c808496ab014774699 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:15.600378+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26451.9, "started_at": "2026-05-04T08:06:49.130826+00:00", "ended_at": "2026-05-04T08:07:15.582837+00:00", "prompt_metrics": {"chars": 8173, "bytes_utf8": 8173, "lines": 245, "estimated_tokens": 2317}, "response_metrics": {"chars": 1078, "bytes_utf8": 1078, "lines": 1, "estimated_tokens": 326}, "usage": {"input_tokens": 22408, "cached_input_tokens": 20864, "output_tokens": 835}, "stderr_preview": "2026-05-04T08:06:49.339250Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:53.647594Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nGROUP BY \\\"sulphates\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"conditional_percentile\\\" DESC\\nLIMIT 12;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each \\\"sulphates\\\" group after filtering to rows where \\\"quality\\\" = '6'. Nume"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42a7ccab4cb9410eba6918aab60f4f3eafaddc8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_17bbe606de02a0f7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_17bbe606de02a0f7", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 20864, + "output_tokens": 835, + "total_tokens": 23243, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 326, + "estimated_total_tokens": 2643, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26451.9, + "sql_execution_elapsed_ms_total": 8.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_17bbe606de02a0f7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4752ed7182e61d1df5fc6a64705498a21583a5fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8469, "bytes_utf8": 8469, "lines": 243, "estimated_tokens": 2406}} +{"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": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22497, "cached_input_tokens": 20864, "output_tokens": 190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1948830be6fdf2717e235574dcd7f23984701fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1a1b8eeb315d68ce", + "api_calls": 0, + "input_tokens": 22497, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22687, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2406, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2581, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14178.03, + "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_c\\n3\\artifacts\\v2q_n3_1a1b8eeb315d68ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7334e72dabe80156be353149270a6edeef4980f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/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": "2026-05-04T08:00:22.168753+00:00", + "ended_at": "2026-05-04T08:00:36.346638+00:00", + "elapsed_ms": 14178.03, + "prompt_metrics": { + "chars": 8469, + "bytes_utf8": 8469, + "lines": 243, + "estimated_tokens": 2406 + }, + "stdout_metrics": { + "chars": 1038, + "bytes_utf8": 1038, + "lines": 4, + "estimated_tokens": 290 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 699, + "bytes_utf8": 699, + "lines": 1, + "estimated_tokens": 175 + }, + "usage": { + "input_tokens": 22497, + "cached_input_tokens": 20864, + "output_tokens": 190 + } + }, + "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_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9193e247dc19a258f86171f467eb102260c121b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f233eda5c30a616556194b182db2a899018c4281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-a729-7c02-8b6b-7aedb478b845"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"quality\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT \\\"quality\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required grouped ratio template with group_col=\\\"quality\\\" and condition_col=\\\"quality\\\", using positive_value='6' and negative_value='5'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22497,"cached_input_tokens":20864,"output_tokens":190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca38fd3e75e25423d2b90c9a562873997d63fa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"quality\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"quality\"\n)\nSELECT \"quality\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required grouped ratio template with group_col=\"quality\" and condition_col=\"quality\", using positive_value='6' and negative_value='5'. 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_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1dbd943665cd4f87b2f813c8969703554a5f84d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:22.385756Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:25.543853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:35.477545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5807aa2f578f57e1c5cd338671ad453b4aaf77cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality. +Result preview: [{"quality": "5", "condition_ratio": 0.0}, {"quality": "3", "condition_ratio": null}, {"quality": "4", "condition_ratio": null}, {"quality": "6", "condition_ratio": null}, {"quality": "7", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fffc910ba555eb84b8c0e86550a3cfc5dd94f0b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_1a1b8eeb315d68ce +-- problem_id: v2p_n3_8c5d4c72a922e2fc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "quality", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "quality" +) +SELECT "quality", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29a8ade27d0e58b0f0223678d853fe010e21de85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"quality\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"quality\"\n)\nSELECT \"quality\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"quality\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT \\\"quality\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"quality\", \"condition_ratio\"], \"rows\": [{\"quality\": \"5\", \"condition_ratio\": 0.0}, {\"quality\": \"3\", \"condition_ratio\": null}, {\"quality\": \"4\", \"condition_ratio\": null}, {\"quality\": \"6\", \"condition_ratio\": null}, {\"quality\": \"7\", \"condition_ratio\": null}, {\"quality\": \"8\", \"condition_ratio\": null}, {\"quality\": \"9\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d072ea475bc658a763a81b69c81bb0c1241ec369 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:00:22.164995+00:00", + "ended_at": "2026-05-04T08:00:36.379750+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1a1b8eeb315d68ce", + "problem_id": "v2p_n3_8c5d4c72a922e2fc", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_1a1b8eeb315d68ce.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1a1b8eeb315d68ce", + "api_calls": 0, + "input_tokens": 22497, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22687, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2406, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2581, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14178.03, + "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_c\\n3\\artifacts\\v2q_n3_1a1b8eeb315d68ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c50eb2b0fc44b20412037c72a7acab7161ece2fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1a1b8eeb315d68ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:36.368835+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14178.03, "started_at": "2026-05-04T08:00:22.168753+00:00", "ended_at": "2026-05-04T08:00:36.346638+00:00", "prompt_metrics": {"chars": 8469, "bytes_utf8": 8469, "lines": 243, "estimated_tokens": 2406}, "response_metrics": {"chars": 699, "bytes_utf8": 699, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22497, "cached_input_tokens": 20864, "output_tokens": 190}, "stderr_preview": "2026-05-04T08:00:22.385756Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:25.543853Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1ff014ea355cdc52f5301a03fa8cb4d8f6f54f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-fbed-7133-903f-badd183b3a7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"quality\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT \\\"quality\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col and condition_col both bound to \\\"quality\\\", using positive_value='6' and negative_value='5'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22497,"cached_input_tokens":20864,"output_tokens":190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade16207971a57d404cb77c716e04ebe581bf473 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"quality\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"quality\"\n)\nSELECT \"quality\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col and condition_col both bound to \"quality\", using positive_value='6' and negative_value='5'. 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_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5de193fd8b00016bf95deeb2f83239efb8fc10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:38.527039Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:40.870391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:50.343556Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5807aa2f578f57e1c5cd338671ad453b4aaf77cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality. +Result preview: [{"quality": "5", "condition_ratio": 0.0}, {"quality": "3", "condition_ratio": null}, {"quality": "4", "condition_ratio": null}, {"quality": "6", "condition_ratio": null}, {"quality": "7", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98b613ecd36d279596a0e8927fb57e4e10e4eafa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_1c6eff7f718fd971 +-- problem_id: v2p_n3_85436b135cb28759 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "quality", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "quality" +) +SELECT "quality", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74cfb10d5ae2f0ce9704c8d6923601ef5995a6d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"quality\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"quality\"\n)\nSELECT \"quality\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"quality\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT \\\"quality\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"quality\", \"condition_ratio\"], \"rows\": [{\"quality\": \"5\", \"condition_ratio\": 0.0}, {\"quality\": \"3\", \"condition_ratio\": null}, {\"quality\": \"4\", \"condition_ratio\": null}, {\"quality\": \"6\", \"condition_ratio\": null}, {\"quality\": \"7\", \"condition_ratio\": null}, {\"quality\": \"8\", \"condition_ratio\": null}, {\"quality\": \"9\", \"condition_ratio\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc00d19cde77ddb28b38fca2ef08c1b45858c83c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:59:38.369178+00:00", + "ended_at": "2026-05-04T07:59:51.075013+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_1c6eff7f718fd971", + "problem_id": "v2p_n3_85436b135cb28759", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\n3\\sql\\v2q_n3_1c6eff7f718fd971.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_1c6eff7f718fd971", + "api_calls": 0, + "input_tokens": 22497, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22687, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2406, + "estimated_output_tokens": 174, + "estimated_total_tokens": 2580, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12674.19, + "sql_execution_elapsed_ms_total": 3.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_1c6eff7f718fd971\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8a870fe0002f4d4adc77182dbf71595bd521020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_1c6eff7f718fd971/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:51.063403+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12674.19, "started_at": "2026-05-04T07:59:38.371970+00:00", "ended_at": "2026-05-04T07:59:51.045958+00:00", "prompt_metrics": {"chars": 8470, "bytes_utf8": 8470, "lines": 243, "estimated_tokens": 2406}, "response_metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": 174}, "usage": {"input_tokens": 22497, "cached_input_tokens": 20864, "output_tokens": 190}, "stderr_preview": "2026-05-04T07:59:38.527039Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:40.870391Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "6", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6df6cf76ba9c32a62a4bb1e9a559625be48d7ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-dd92-7d43-96df-1b826d7d0843"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", target_value='6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22395,"cached_input_tokens":20864,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..828820d721d832646f34ca5d8360682392fd2ac9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", target_value='6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..995d60567bb2fee924e69364eb63eacc097af7c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:03.098203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:05.429400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:15.088943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6a87ba4952bbf874e06de55e911462588fe919 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10", "sulphates": "0.42", "target_rate": 1.0}, {"fixed acidity": "10", "sulphates": "0.43", "target_rate": 1.0}, {"fixed acidity": "10.7", "sulphates": "0.68", "target_rate": 1.0}, {"fixed acidity": "14.2", "sulphates": "0.54", "target_rate": 1.0}, {"fixed acidity": "3.8", "sulphates": "0.44", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f03dfc6cc91105088d3af67fd63ee9a34c0981cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_20224f16810d1fbd +-- problem_id: v2p_n3_8f55c52ff5c38422 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7f1aa70cf90977165369b5e07334b9101976bd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"sulphates\": \"0.68\", \"target_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.92\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.64\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.76\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.37\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.41\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.38\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.39\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.6\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.57\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.58\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.75\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be0f422af24880d82921d68d96a2c7d17b5dddae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:54:02.901088+00:00", + "ended_at": "2026-05-04T07:54:16.079894+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_20224f16810d1fbd", + "problem_id": "v2p_n3_8f55c52ff5c38422", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "6", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_20224f16810d1fbd.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_20224f16810d1fbd", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 20864, + "output_tokens": 146, + "total_tokens": 22541, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2434, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13139.91, + "sql_execution_elapsed_ms_total": 7.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_20224f16810d1fbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..302bcf4e387d28793dcdcd2cc1d3c2eb93d64dd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_20224f16810d1fbd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:16.064622+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13139.91, "started_at": "2026-05-04T07:54:02.904132+00:00", "ended_at": "2026-05-04T07:54:16.044314+00:00", "prompt_metrics": {"chars": 7971, "bytes_utf8": 7971, "lines": 243, "estimated_tokens": 2304}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22395, "cached_input_tokens": 20864, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:54:03.098203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:05.429400Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e387c5c2ade1055e19e3d2f8e8c0db86f475a5b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-a7c9-7430-b133-97e76634d722"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"sulphates\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template and bound roles exactly, casting TEXT numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22375,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f6f41853595a0b721a41655b2a885a43c8ff1ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"sulphates\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required template and bound roles exactly, casting TEXT numeric 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_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a61399d84a0a256a4180a0390e86e0addc41ec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:27.180114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:30.375155Z 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_c/n3/artifacts/v2q_n3_2024a31312fe0804/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11500015ceab91d15ca5b4e9f5c761b63c3358c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/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=fixed acidity, measure_col=sulphates. +Result preview: [{"fixed acidity": "6.8", "total_measure": 46.18}, {"fixed acidity": "7.4", "total_measure": 40.21}, {"fixed acidity": "6.4", "total_measure": 39.21}, {"fixed acidity": "6.6", "total_measure": 38.58}, {"fixed acidity": "7.2", "total_measure": 34.75}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e64a60a111609b1a790e31b39119fd138838921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2024a31312fe0804 +-- problem_id: v2p_n3_a1f3bdbe4db15ea9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("sulphates" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c72c7e072edcf4af68309a320a8c274e97a344f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/query_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 \"fixed acidity\", SUM(CAST(\"sulphates\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"sulphates\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"total_measure\": 46.18}, {\"fixed acidity\": \"7.4\", \"total_measure\": 40.21}, {\"fixed acidity\": \"6.4\", \"total_measure\": 39.21}, {\"fixed acidity\": \"6.6\", \"total_measure\": 38.58}, {\"fixed acidity\": \"7.2\", \"total_measure\": 34.75}, {\"fixed acidity\": \"6.9\", \"total_measure\": 31.79}, {\"fixed acidity\": \"6.7\", \"total_measure\": 30.91}, {\"fixed acidity\": \"7\", \"total_measure\": 30.28}, {\"fixed acidity\": \"6.5\", \"total_measure\": 30.09}, {\"fixed acidity\": \"6.2\", \"total_measure\": 29.73}, {\"fixed acidity\": \"7.3\", \"total_measure\": 28.23}, {\"fixed acidity\": \"6.3\", \"total_measure\": 27.61}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d938dec3641001d305b0dba37a6dac1438f1582 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:49:26.967508+00:00", + "ended_at": "2026-05-04T07:49:42.059777+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2024a31312fe0804", + "problem_id": "v2p_n3_a1f3bdbe4db15ea9", + "dataset_id": "n3", + "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=fixed acidity, measure_col=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_2024a31312fe0804.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2024a31312fe0804", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22493, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15049.0, + "sql_execution_elapsed_ms_total": 4.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_2024a31312fe0804\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b07d88b2faeec455617828f041e344c1339b726 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:42.044512+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15049.0, "started_at": "2026-05-04T07:49:26.971279+00:00", "ended_at": "2026-05-04T07:49:42.020112+00:00", "prompt_metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 244, "estimated_tokens": 2286}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22375, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:49:27.180114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:30.375155Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 167.0\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template and bound roles exactly, casting TEXT numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da4a613442b2fb6d0114ba52ef4b2266cb9459a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2024a31312fe0804/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2024a31312fe0804", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22493, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2388, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15049.0, + "sql_execution_elapsed_ms_total": 4.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_2024a31312fe0804\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be265c3b2855827f2479d6e59ae357e62795023a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"residual sugar": "1.2", "support": 187, "avg_response": 6.88048128342246}, {"residual sugar": "1.4", "support": 184, "avg_response": 6.76304347826087}, {"residual sugar": "1.6", "support": 165, "avg_response": 7.009696969696969}, {"residual sugar": "1.3", "support": 147, "avg_response": 6.808843537414965}, {"residual sugar": "1.1", "support": 146, "avg_response": 6.780821917808219}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55ec60999d0d925427212a3230d05e39e1ae6594 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2291d342598d5b59 +-- problem_id: v2p_n3_bbcbefe481edb050 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e77175dd409db918cf8c4cc94a598fe8e62ce40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/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_c\n-- sql_source_dataset_id: n3\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_n3_2291d342598d5b59\n-- problem_id: v2p_n3_bbcbefe481edb050\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_2291d342598d5b59\\n-- problem_id: v2p_n3_bbcbefe481edb050\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 6.88048128342246}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 6.76304347826087}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 7.009696969696969}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 6.808843537414965}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 6.780821917808219}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 6.738732394366197}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 6.956565656565657}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 6.863636363636363}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 6.767741935483871}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 7.036708860759493}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 6.664406779661017}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 6.646428571428571}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 7.092156862745098}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 6.6139534883720925}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 6.821428571428571}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 6.992682926829268}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 6.843902439024391}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 6.902500000000001}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 6.772499999999999}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 6.659999999999999}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 6.841025641025642}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 6.584615384615385}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 6.628947368421053}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 6.626315789473685}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 7.183333333333334}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 6.800000000000001}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 6.725}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 7.337142857142857}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 6.88}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 7.18235294117647}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 6.735294117647059}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 6.629411764705883}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 6.748484848484848}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 6.46969696969697}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 6.740625}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 6.6375}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 6.812903225806451}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 6.806451612903226}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 6.796774193548386}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 6.66774193548387}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 6.509677419354839}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 6.85}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 6.61}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 6.516666666666667}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 7.162068965517241}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 6.903448275862068}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 6.834482758620689}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 6.741379310344827}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 6.921428571428572}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 6.507142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..870fe719c2ba72612a0494bcd9e4da72d7f76da3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.502523+00:00", + "ended_at": "2026-05-04T08:19:07.511659+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2291d342598d5b59", + "problem_id": "v2p_n3_bbcbefe481edb050", + "dataset_id": "n3", + "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=fixed acidity, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_2291d342598d5b59.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_c/n3/artifacts/v2q_n3_2291d342598d5b59/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2291d342598d5b59/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_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5c8ceda3722fe7fd66ac121074a3ccfc42889d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7830, "bytes_utf8": 7830, "lines": 240, "estimated_tokens": 2246}} +{"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": 118}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 202}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2e72b3940177aeaf0106d89da02449cbddc9b01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_269d3bb9e55a13dc", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 202, + "total_tokens": 22537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12454.82, + "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_c\\n3\\artifacts\\v2q_n3_269d3bb9e55a13dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7874c33abf8e59f84c93581d21eccf5c8ec8f84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/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": "2026-05-04T07:42:01.752072+00:00", + "ended_at": "2026-05-04T07:42:14.206027+00:00", + "elapsed_ms": 12454.82, + "prompt_metrics": { + "chars": 7830, + "bytes_utf8": 7830, + "lines": 240, + "estimated_tokens": 2246 + }, + "stdout_metrics": { + "chars": 814, + "bytes_utf8": 814, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 202 + } + }, + "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_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1d165776730b34b36b97eeb224beb95e89e8bc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61b56b7d235f6e142b9614f6712b4a67379c221f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-dcbb-7c40-b91e-3815a7573e44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Cast text-typed numeric fields to REAL for SQLite-safe aggregation and numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":202}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8899514c2f5371f11e121ab1a0bfab04f4354b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"fixed acidity\" and measure_col=\"citric acid\". Cast text-typed numeric fields to REAL for SQLite-safe aggregation and numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebbec687b29e98ea61d4e9fde49e0ebc4253a2e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:01.977619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:04.326372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:13.371950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7e7c29dd7d496e73a3520555d67eeebf6aec381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 0.19666666666666666, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 0.2442857142857143, "support": 7}, {"fixed acidity": "5", "avg_measure": 0.24875000000000003, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 0.24173913043478262, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 0.25107142857142856, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..261a6677a1f34bc4da19fa6fd2c8bfdceb74f622 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_269d3bb9e55a13dc +-- problem_id: v2p_n3_29a9e5c21a7672e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c5fbc08e78d3f0f46ea291ae0e3a05f7ff4c99a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/query_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_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 0.19666666666666666, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 0.2442857142857143, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 0.24875000000000003, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 0.24173913043478262, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 0.25107142857142856, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 0.24555555555555555, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 0.26, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 0.27419354838709675, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 0.29014084507042254, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 0.28306818181818183, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 0.2781818181818182, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 0.2633980582524272, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.3011413043478261, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.30690322580645163, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.30812500000000004, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.32393617021276594, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.31949999999999995, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.32991111111111115, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.3218620689655173, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.3377542372881356, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.33461038961038964, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.33352697095435685, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.3282327586206897, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.34885, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.355242718446602, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.3541573033707865, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.34654639175257734, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.39463414634146343, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.3663398692810457, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.3844086021505376, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.3686021505376344, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.38054054054054054, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.35575, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.37535714285714283, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.4114285714285714, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.4211538461538461, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.3845714285714286, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.3903125, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.37, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.42733333333333334, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.3844444444444444, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.373125, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.39882352941176474, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.4183333333333333, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.40619047619047616, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.38636363636363635, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.49125, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd638fecf064c2548660ed26bb3f95904e8266cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:42:01.749876+00:00", + "ended_at": "2026-05-04T07:42:14.245189+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_269d3bb9e55a13dc", + "problem_id": "v2p_n3_29a9e5c21a7672e8", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_269d3bb9e55a13dc.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_269d3bb9e55a13dc", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 202, + "total_tokens": 22537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12454.82, + "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_c\\n3\\artifacts\\v2q_n3_269d3bb9e55a13dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79fbac3d1d4ce512022072fe33b9ef3459835f20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:14.228741+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12454.82, "started_at": "2026-05-04T07:42:01.752072+00:00", "ended_at": "2026-05-04T07:42:14.206027+00:00", "prompt_metrics": {"chars": 7830, "bytes_utf8": 7830, "lines": 240, "estimated_tokens": 2246}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 202}, "stderr_preview": "2026-05-04T07:42:01.977619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:04.326372Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". Cast text-typed numeric fields to REAL for SQLite-safe aggregation and numeric ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e30f89a3c84920650a42742f9c224fb47b16539b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_269d3bb9e55a13dc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_269d3bb9e55a13dc", + "api_calls": 0, + "input_tokens": 22335, + "cached_input_tokens": 20864, + "output_tokens": 202, + "total_tokens": 22537, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2246, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12454.82, + "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_c\\n3\\artifacts\\v2q_n3_269d3bb9e55a13dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f8202676242bd58f986e08d09ac95a739094c78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8177, "bytes_utf8": 8177, "lines": 245, "estimated_tokens": 2315}} +{"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": 1040, "bytes_utf8": 1040, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 22406, "cached_input_tokens": 19840, "output_tokens": 459}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e965cac6ace3a0a7e2b99fc1b28e794a78957a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_273b38affbd53003", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 19840, + "output_tokens": 459, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 288, + "estimated_total_tokens": 2603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20382.47, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_273b38affbd53003\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d8fe11a98e1fef342ef9effaedeaff733f345906 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/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": "2026-05-04T08:04:18.356501+00:00", + "ended_at": "2026-05-04T08:04:38.738985+00:00", + "elapsed_ms": 20382.47, + "prompt_metrics": { + "chars": 8177, + "bytes_utf8": 8177, + "lines": 245, + "estimated_tokens": 2315 + }, + "stdout_metrics": { + "chars": 1470, + "bytes_utf8": 1470, + "lines": 4, + "estimated_tokens": 452 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13163 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1040, + "bytes_utf8": 1040, + "lines": 1, + "estimated_tokens": 288 + }, + "usage": { + "input_tokens": 22406, + "cached_input_tokens": 19840, + "output_tokens": 459 + } + }, + "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_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efc484d75f55bee5bd6e60c7d7c3ebc0fc69a5d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a83b0ed3285711ce7411dbfb97f452929d71fe0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-4e7f-78b0-b131-4afe221efe08"} +{"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 \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.9999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile within each \\\"fixed acidity\\\" group after filtering to rows where \\\"quality\\\" = '6'. Numeric TEXT fields are CAST to REAL for correct ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22406,"cached_input_tokens":19840,"output_tokens":459}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfb80555393319f1c451c987b0431bd81bc04748 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.9999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 95th percentile within each \"fixed acidity\" group after filtering to rows where \"quality\" = '6'. Numeric TEXT fields are CAST to REAL for correct ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff9bd1d44501c0bc0ac8ff608d06962f256052f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:21.849676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:24.164200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:37.808510Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e05c3af2e4e792257bd2cb48f2b8ee4a361d9802 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/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=fixed acidity, measure_col=sulphates, condition_col=quality. +Result preview: [{"fixed acidity": "9.6", "conditional_percentile": 1.0}, {"fixed acidity": "8.8", "conditional_percentile": 0.98}, {"fixed acidity": "4.7", "conditional_percentile": 0.92}, {"fixed acidity": "8.4", "conditional_percentile": 0.82}, {"fixed acidity": "7.1", "conditional_percentile": 0.78}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c256992f1b827749de55ac8c2e12b733713a359 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_273b38affbd53003 +-- problem_id: v2p_n3_0705432ff6788c0c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + "measure_col" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") + 0.9999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62367cce4f38dcc137dae926e3263f6fa346897d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/query_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 \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.9999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.9999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"9.6\", \"conditional_percentile\": 1.0}, {\"fixed acidity\": \"8.8\", \"conditional_percentile\": 0.98}, {\"fixed acidity\": \"4.7\", \"conditional_percentile\": 0.92}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.82}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.78}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.77}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.76}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.76}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.73}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.73}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.72}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 0.72}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.69}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.69}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.69}, {\"fixed acidity\": \"10.7\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.67}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.66}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.63}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"9.4\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.56}, {\"fixed acidity\": \"14.2\", \"conditional_percentile\": 0.54}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.54}, {\"fixed acidity\": \"9.7\", \"conditional_percentile\": 0.54}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.53}, {\"fixed acidity\": \"9.5\", \"conditional_percentile\": 0.52}, {\"fixed acidity\": \"4.9\", \"conditional_percentile\": 0.5}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22f0d7cbfb4b37f475b4c5d873b5b168789357f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:04:18.354301+00:00", + "ended_at": "2026-05-04T08:04:38.776553+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_273b38affbd53003", + "problem_id": "v2p_n3_0705432ff6788c0c", + "dataset_id": "n3", + "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=fixed acidity, measure_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_273b38affbd53003.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_273b38affbd53003", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 19840, + "output_tokens": 459, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 288, + "estimated_total_tokens": 2603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20382.47, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_273b38affbd53003\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd0392b24de6fc75c50ae69f28709d11c18eff6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_273b38affbd53003/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:38.759265+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20382.47, "started_at": "2026-05-04T08:04:18.356501+00:00", "ended_at": "2026-05-04T08:04:38.738985+00:00", "prompt_metrics": {"chars": 8177, "bytes_utf8": 8177, "lines": 245, "estimated_tokens": 2315}, "response_metrics": {"chars": 1040, "bytes_utf8": 1040, "lines": 1, "estimated_tokens": 288}, "usage": {"input_tokens": 22406, "cached_input_tokens": 19840, "output_tokens": 459}, "stderr_preview": "2026-05-04T08:04:21.849676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:24.164200Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "4", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd9e79b15a71f47579b7c36d7acd6919bd145912 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-c576-77f1-aa0a-051a667c446b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", and target_value='4'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22391,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a6e6affc009a1c4b3658f75dcb42239c5e5bf54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", and target_value='4'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93391ef09e5a00b3af0400b5e80aaf199e558a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:07.994366Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:10.363287Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:18.273912Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e548ba8639037b0ea4e14c33fa6dc54477e0c37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "10.2", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "4.8", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "5.2", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "5.3", "quality": "4", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e2d11acb444d927f00aa1043d97b90b692856dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_28417f5dd9c2bb74 +-- problem_id: v2p_n3_c7920b0ac585bd0c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6caa92b574b8ec460131ea436cc5855009649210 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9318df6e38c00b26710c4eaf45e40a9e9e2dad40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:56:07.809385+00:00", + "ended_at": "2026-05-04T07:56:19.040789+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_28417f5dd9c2bb74", + "problem_id": "v2p_n3_c7920b0ac585bd0c", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "4", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_28417f5dd9c2bb74.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_28417f5dd9c2bb74", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22529, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2422, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11194.13, + "sql_execution_elapsed_ms_total": 6.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_28417f5dd9c2bb74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8439179df0918a112a40d263beefd0e18c87ddd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_28417f5dd9c2bb74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:19.025204+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11194.13, "started_at": "2026-05-04T07:56:07.811569+00:00", "ended_at": "2026-05-04T07:56:19.005964+00:00", "prompt_metrics": {"chars": 7975, "bytes_utf8": 7975, "lines": 243, "estimated_tokens": 2300}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22391, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:56:07.994366Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:10.363287Z 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_c/n3/artifacts/v2q_n3_297ca39acac05dfc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57c92405fdcae0fb630b369114d8193973ca1ffd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/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_c\n-- sql_source_dataset_id: n3\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_n3_297ca39acac05dfc\n-- problem_id: v2p_n3_e0bbc78b8c96de83\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_297ca39acac05dfc\\n-- problem_id: v2p_n3_e0bbc78b8c96de83\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 7.397564935064935}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 6.7717241379310344}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 6.071428571428571}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 6.834647302904565}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 6.464618644067797}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 6.606681034482759}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 6.781777777777778}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 7.028398058252427}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 6.7505}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 8.110824742268042}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 6.155989583333334}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 6.098404255319149}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 5.330978260869565}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 7.468820224719101}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 5.644516129032258}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 6.902287581699346}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 7.651219512195122}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 4.360743801652893}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 4.824757281553398}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 7.224731182795699}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 6.823655913978495}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 6.48125}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 7.194374999999999}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 6.587162162162162}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 4.325352112676057}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 5.885714285714286}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 5.330357142857143}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 6.147115384615384}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 8.014285714285714}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 6.5140625000000005}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 2.8483870967741933}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 3.7160714285714285}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 3.332142857142857}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 3.903703703703704}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 4.428}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 4.947916666666667}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 3.4152173913043478}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 4.376190476190477}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 6.197222222222222}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 5.670588235294118}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 3.990625}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 7.946666666666667}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 4.8500000000000005}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 4.588888888888889}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 7.56875}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 2.7785714285714285}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 3.1666666666666665}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 1.72}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 1.49}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17fd944a937632609555f7bc2fa1ab8c42e14a3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.399826+00:00", + "ended_at": "2026-05-04T08:19:07.407534+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_297ca39acac05dfc", + "problem_id": "v2p_n3_e0bbc78b8c96de83", + "dataset_id": "n3", + "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=residual sugar, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_297ca39acac05dfc.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_c/n3/artifacts/v2q_n3_297ca39acac05dfc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_297ca39acac05dfc/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_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf0c5316ea8f707229a9a797ca27a9189648e32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 8.137951807228916}, {"sulphates": "0.46", "support": 225, "avg_response": 6.955777777777778}, {"sulphates": "0.44", "support": 216, "avg_response": 6.878703703703703}, {"sulphates": "0.38", "support": 214, "avg_response": 6.867990654205608}, {"sulphates": "0.42", "support": 181, "avg_response": 6.2229281767955795}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed557382cbe6e7e6afdb93f0c20e1e3a5cdda1db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_299fef7d0c7e65e0 +-- problem_id: v2p_n3_998249dd1e0363c0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b6f4adb416fcccebe151b71d580ffe10648227d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/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_c\n-- sql_source_dataset_id: n3\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_n3_299fef7d0c7e65e0\n-- problem_id: v2p_n3_998249dd1e0363c0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_299fef7d0c7e65e0\\n-- problem_id: v2p_n3_998249dd1e0363c0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 8.137951807228916}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 6.955777777777778}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 6.878703703703703}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 6.867990654205608}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 6.2229281767955795}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 6.476256983240224}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 6.55308988764045}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 6.324127906976744}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 5.636607142857143}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 6.094910179640719}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 7.229216867469879}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 6.541925465838509}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 6.346474358974358}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 5.9341059602649}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 6.615}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 6.627338129496403}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 6.8970370370370375}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 6.333720930232558}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 6.2804166666666665}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 6.609259259259259}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 5.538725490196079}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 6.348484848484849}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 6.304639175257732}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 6.230681818181818}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 6.82764705882353}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 6.120833333333333}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 6.30843373493976}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 4.538970588235294}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 5.447014925373134}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 5.239830508474576}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 4.622222222222222}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 6.320833333333333}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 6.435555555555556}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 5.096590909090909}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 5.290277777777778}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 7.83}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 5.3671428571428565}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 4.621212121212121}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 6.748387096774193}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 7.203333333333333}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 4.935714285714285}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 4.512962962962963}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 7.125}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 8.51842105263158}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 5.563157894736842}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 3.4947368421052634}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 5.199999999999999}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 7.6812499999999995}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 7.296875}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 5.603125}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc437944b81a2e732e0e254c01bc301fba8833f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.758649+00:00", + "ended_at": "2026-05-04T08:19:07.766418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_299fef7d0c7e65e0", + "problem_id": "v2p_n3_998249dd1e0363c0", + "dataset_id": "n3", + "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=residual sugar, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_299fef7d0c7e65e0.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_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_299fef7d0c7e65e0/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_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b631eda4e72094a25f869a7dca83d9e42a017373 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7914, "bytes_utf8": 7914, "lines": 243, "estimated_tokens": 2259}} +{"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": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22350, "cached_input_tokens": 2432, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aaedee431d3d9998fac18d676c8337d02c878911 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2b29f1fe78779ec4", + "api_calls": 0, + "input_tokens": 22350, + "cached_input_tokens": 2432, + "output_tokens": 119, + "total_tokens": 22469, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2259, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13275.67, + "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_c\\n3\\artifacts\\v2q_n3_2b29f1fe78779ec4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ccaf88ce7fb67a5e07b3dca857c44baced4deb70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/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": "2026-05-04T07:57:04.654475+00:00", + "ended_at": "2026-05-04T07:57:17.930081+00:00", + "elapsed_ms": 13275.67, + "prompt_metrics": { + "chars": 7914, + "bytes_utf8": 7914, + "lines": 243, + "estimated_tokens": 2259 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22350, + "cached_input_tokens": 2432, + "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_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64ea4c157cc8b5f41c2f2700dbb9169a4bf2eb81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3b0a1a27aaf1e9893e2a36e1968b30404ff598 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-a379-70b3-9c29-d75bf1a52662"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"quality\\\", and condition_value fixed to '6'. String literal '6' matches the TEXT schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22350,"cached_input_tokens":2432,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26d0bdd235144f4d88ba0d4dc3090da0d7efb84c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with both group_col and condition_col bound to \"quality\", and condition_value fixed to '6'. String literal '6' matches the TEXT schema."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25178423abcb5f8eb4eb3baa148d74f88b14801e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:04.816912Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:07.191225Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:17.121553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acc29dd551224b7c9b8e85980f5f06e1eb04dc93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/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=quality, condition_col=quality. +Result preview: [{"quality": "6", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "5", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e60d9d566fabde59e28582fdd2253053533d8412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2b29f1fe78779ec4 +-- problem_id: v2p_n3_3b4d96ed5ff039ae +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33fe71bf65559124c72ad431d20523e205f4d8f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/query_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 \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"6\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"5\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08f6a1773446c6c30d640875c097affa2ff80564 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:57:04.651745+00:00", + "ended_at": "2026-05-04T07:57:17.961039+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2b29f1fe78779ec4", + "problem_id": "v2p_n3_3b4d96ed5ff039ae", + "dataset_id": "n3", + "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=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_2b29f1fe78779ec4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2b29f1fe78779ec4", + "api_calls": 0, + "input_tokens": 22350, + "cached_input_tokens": 2432, + "output_tokens": 119, + "total_tokens": 22469, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2259, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13275.67, + "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_c\\n3\\artifacts\\v2q_n3_2b29f1fe78779ec4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78e9c9b1c85b9f0bd842703a215086cf81be3547 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2b29f1fe78779ec4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:17.946632+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13275.67, "started_at": "2026-05-04T07:57:04.654475+00:00", "ended_at": "2026-05-04T07:57:17.930081+00:00", "prompt_metrics": {"chars": 7914, "bytes_utf8": 7914, "lines": 243, "estimated_tokens": 2259}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22350, "cached_input_tokens": 2432, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:57:04.816912Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:07.191225Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "predicate_col": "alcohol", + "predicate_op": ">=", + "predicate_value": 11.4, + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ace24e4a7ef8026f096874e7f4e41492a22d7af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-e2b6-7911-b8d9-c12af755941a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"sulphates\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"alcohol\\\" AS REAL) >= 11.4\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"fixed acidity\\\", measure_col=\\\"sulphates\\\", and predicate_col=\\\"alcohol\\\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22375,"cached_input_tokens":19840,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b56bed84df682ab0c63a567f7a3f0ea4b1b389 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"sulphates\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"alcohol\" AS REAL) >= 11.4\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required template with group_col=\"fixed acidity\", measure_col=\"sulphates\", and predicate_col=\"alcohol\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d19c39fdf7435913da0523bc4ff010b284fc25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:42.257917Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:44.777981Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:55.350994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6be53f1df4afe9016ec9a26429f1c378ad79cec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/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=fixed acidity, measure_col=sulphates. +Result preview: [{"fixed acidity": "6.5", "total_measure": 36.14}, {"fixed acidity": "6.8", "total_measure": 35.47}, {"fixed acidity": "6.6", "total_measure": 35.03}, {"fixed acidity": "7.1", "total_measure": 29.92}, {"fixed acidity": "6.7", "total_measure": 29.45}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebbfee2e9430239cc73545857e028632a696721c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2d2fddb6c789771a +-- problem_id: v2p_n3_c04d799335e6de9b +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("sulphates" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("alcohol" AS REAL) >= 11.4 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f43248616197fdda69b232323acc51b9431b460c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/query_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 \"fixed acidity\", SUM(CAST(\"sulphates\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"alcohol\" AS REAL) >= 11.4\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"sulphates\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"alcohol\\\" AS REAL) >= 11.4\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.5\", \"total_measure\": 36.14}, {\"fixed acidity\": \"6.8\", \"total_measure\": 35.47}, {\"fixed acidity\": \"6.6\", \"total_measure\": 35.03}, {\"fixed acidity\": \"7.1\", \"total_measure\": 29.92}, {\"fixed acidity\": \"6.7\", \"total_measure\": 29.45}, {\"fixed acidity\": \"7\", \"total_measure\": 29.44}, {\"fixed acidity\": \"6.9\", \"total_measure\": 29.34}, {\"fixed acidity\": \"5.8\", \"total_measure\": 26.49}, {\"fixed acidity\": \"6\", \"total_measure\": 24.93}, {\"fixed acidity\": \"6.3\", \"total_measure\": 23.14}, {\"fixed acidity\": \"6.2\", \"total_measure\": 22.59}, {\"fixed acidity\": \"6.4\", \"total_measure\": 21.58}, {\"fixed acidity\": \"6.1\", \"total_measure\": 21.41}, {\"fixed acidity\": \"7.2\", \"total_measure\": 20.99}, {\"fixed acidity\": \"5.9\", \"total_measure\": 18.68}, {\"fixed acidity\": \"7.3\", \"total_measure\": 14.93}, {\"fixed acidity\": \"7.6\", \"total_measure\": 14.49}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a499454dd373c679819b52fed5a1ef0b73a3f8b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:49:42.062285+00:00", + "ended_at": "2026-05-04T07:49:56.201494+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2d2fddb6c789771a", + "problem_id": "v2p_n3_c04d799335e6de9b", + "dataset_id": "n3", + "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=fixed acidity, measure_col=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "predicate_col": "alcohol", + "predicate_op": ">=", + "predicate_value": 11.4, + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_2d2fddb6c789771a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2d2fddb6c789771a", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 175, + "total_tokens": 22550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14105.79, + "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_c\\n3\\artifacts\\v2q_n3_2d2fddb6c789771a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e7a21ca72441184d3b8549b946c9011c077e2bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:56.190458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14105.79, "started_at": "2026-05-04T07:49:42.065342+00:00", "ended_at": "2026-05-04T07:49:56.171121+00:00", "prompt_metrics": {"chars": 7962, "bytes_utf8": 7962, "lines": 244, "estimated_tokens": 2286}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22375, "cached_input_tokens": 19840, "output_tokens": 175}, "stderr_preview": "2026-05-04T07:49:42.257917Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:44.777981Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 11.4\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"fixed acidity\\\", measure_col=\\\"sulphates\\\", and predicate_col=\\\"alcohol\\\". Cast numeric-looking TEXT columns to REAL for SQLite-compatible filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d86b05a8182a3bf1135f8d04aefff9d3789d584 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2d2fddb6c789771a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2d2fddb6c789771a", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 175, + "total_tokens": 22550, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14105.79, + "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_c\\n3\\artifacts\\v2q_n3_2d2fddb6c789771a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ab51175a865b4704dac634f9037d18b6c399040 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"free sulfur dioxide": "29", "support": 160, "avg_response": 6.8775}, {"free sulfur dioxide": "31", "support": 132, "avg_response": 6.824242424242424}, {"free sulfur dioxide": "26", "support": 129, "avg_response": 6.863565891472868}, {"free sulfur dioxide": "35", "support": 129, "avg_response": 6.8534883720930235}, {"free sulfur dioxide": "34", "support": 128, "avg_response": 6.89765625}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e98ca4e2db409bc3bda3b1c955f1c778864aa97f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2e91fbbf7057b56d +-- problem_id: v2p_n3_994ffb6b19d7a95c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9a33c3eb32a2c20283870aef08d2c11e9cf3085 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/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_c\n-- sql_source_dataset_id: n3\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_n3_2e91fbbf7057b56d\n-- problem_id: v2p_n3_994ffb6b19d7a95c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_2e91fbbf7057b56d\\n-- problem_id: v2p_n3_994ffb6b19d7a95c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 6.8775}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 6.824242424242424}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 6.863565891472868}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 6.8534883720930235}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 6.89765625}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 6.762992125984252}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 6.711864406779661}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 6.992857142857143}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 6.8625}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 6.825225225225226}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 6.7207207207207205}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 6.85}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 6.980733944954128}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 6.897115384615384}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 6.621359223300971}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 6.8196078431372555}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 6.781372549019609}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 6.917821782178218}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 6.822772277227723}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 6.8373737373737375}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 6.785858585858586}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 6.906451612903226}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 6.886813186813187}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 6.8629213483146065}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 6.802247191011236}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 6.715116279069767}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 6.935714285714286}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 6.910975609756098}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 6.79875}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 7.069620253164557}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 6.843999999999999}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 6.956944444444444}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 7.2558823529411764}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 6.8999999999999995}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 6.803030303030303}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 6.9609375}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 6.803125}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 6.742857142857143}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 6.69344262295082}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 6.932758620689656}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 6.8517241379310345}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 6.970909090909091}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 6.869090909090909}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 6.932407407407408}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 6.772549019607843}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 6.614893617021276}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 7.1577777777777785}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 6.677272727272728}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 6.788095238095239}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 6.8307692307692305}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29eeaf5b69436faeb2079f1eeb0aa1f34baddd50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.571397+00:00", + "ended_at": "2026-05-04T08:19:07.578987+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2e91fbbf7057b56d", + "problem_id": "v2p_n3_994ffb6b19d7a95c", + "dataset_id": "n3", + "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=fixed acidity, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_2e91fbbf7057b56d.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_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2e91fbbf7057b56d/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_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad39bdb0a745ca242934357cae843534a0e1696b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2303}} +{"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": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22394, "cached_input_tokens": 19840, "output_tokens": 144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f4ad49df60c574e80bc028a3617c9bc15835fbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2f00587185eee16f", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2430, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10727.27, + "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_c\\n3\\artifacts\\v2q_n3_2f00587185eee16f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbf02395dd535f74f04af1ac0a79f43aeb8d9611 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/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": "2026-05-04T07:55:23.069689+00:00", + "ended_at": "2026-05-04T07:55:33.796989+00:00", + "elapsed_ms": 10727.27, + "prompt_metrics": { + "chars": 7967, + "bytes_utf8": 7967, + "lines": 243, + "estimated_tokens": 2303 + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 144 + } + }, + "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_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d35e176271d92e3115999749e554ac4781f5ba00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "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": 11.4, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a52a8861930cd214592e8557f4e81633519496a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-16aa-7492-9bd2-5841e43e76f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='7'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22394,"cached_input_tokens":19840,"output_tokens":144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed670537e49d43cc440df0547dfbece9791ba94c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"sulphates\", group_col_2=\"quality\", target_col=\"quality\", target_value='7'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6061b9955f4f1c21484800bde57c0c9bff50c57c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:23.232906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:25.768533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:33.150951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..36c1227dc9d92dbbffeaac69b2b307969a1b1a2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.22", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.25", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.26", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.27", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.28", "quality": "7", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91089dbe395594dd0b8619273efeebe33119ea2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_2f00587185eee16f +-- problem_id: v2p_n3_68e976e74e918984 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afabc2e4b3a722d647a7511a2eef21d7ee90c569 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/query_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_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.22\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.25\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.26\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.27\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.28\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.29\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.31\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.32\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.33\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.34\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.35\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.36\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.37\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.38\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.39\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.41\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.43\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.44\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.45\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.47\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.49\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.51\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.52\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.53\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.54\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.55\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.56\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.57\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.58\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.59\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.61\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.62\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.63\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.64\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.65\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.66\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.67\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.68\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.69\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.71\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.72\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.73\", \"quality\": \"7\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46de6391bac9ee2be70a2c750cf60282e09ab1dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:55:23.066467+00:00", + "ended_at": "2026-05-04T07:55:33.827403+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2f00587185eee16f", + "problem_id": "v2p_n3_68e976e74e918984", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "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": 11.4, + "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", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_2f00587185eee16f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2f00587185eee16f", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2430, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10727.27, + "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_c\\n3\\artifacts\\v2q_n3_2f00587185eee16f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ee85f5fdd9adcd10bc80b66cbd01a4e34b6aa14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2f00587185eee16f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:33.815054+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10727.27, "started_at": "2026-05-04T07:55:23.069689+00:00", "ended_at": "2026-05-04T07:55:33.796989+00:00", "prompt_metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2303}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22394, "cached_input_tokens": 19840, "output_tokens": 144}, "stderr_preview": "2026-05-04T07:55:23.232906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:25.768533Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.05, + "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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8076ba1eab6ead83f08e27d3b78483f2b09e6ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-aa33-7810-948e-f1eb512b19ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"chlorides\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"chlorides\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":20864,"output_tokens":166}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e26e42fc352457878d369858fefad254e869d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"chlorides\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"chlorides\". CAST to 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_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fec22bc03b893a25083e473f6c39f0c4f540dc86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:54.594049Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:59.577973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:10.304236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8af2bfad98656344759b3ac93cab3e5f0f633eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=chlorides. +Result preview: [{"quality": "3", "avg_measure": 0.0543, "support": 20}, {"quality": "4", "avg_measure": 0.050098159509202454, "support": 163}, {"quality": "5", "avg_measure": 0.051546328071379544, "support": 1457}, {"quality": "6", "avg_measure": 0.04521747042766151, "support": 2198}, {"quality": "7", "avg_measure": 0.03819090909090909, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b20acf3784a40d0dd8f14f471fe3842fafb96c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_2fffc613dd88beec +-- problem_id: v2p_n3_743391e68fa39025 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("chlorides" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8291c1209f8b4923db82f26700aa6547d20db9ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/query_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_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"chlorides\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"chlorides\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 0.0543, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 0.050098159509202454, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 0.051546328071379544, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 0.04521747042766151, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 0.03819090909090909, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 0.03831428571428572, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d90316b1a9c35a03a27ada70154c895328a6bbbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:42:54.238037+00:00", + "ended_at": "2026-05-04T07:43:12.899060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_2fffc613dd88beec", + "problem_id": "v2p_n3_743391e68fa39025", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.05, + "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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_2fffc613dd88beec.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2fffc613dd88beec", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2352, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18112.01, + "sql_execution_elapsed_ms_total": 5.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_2fffc613dd88beec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b727c2c8ea12de2900f36508fa7d9f2915e41e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:12.373788+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18112.01, "started_at": "2026-05-04T07:42:54.242640+00:00", "ended_at": "2026-05-04T07:43:12.355006+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22331, "cached_input_tokens": 20864, "output_tokens": 166}, "stderr_preview": "2026-05-04T07:42:54.594049Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:59.577973Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"chlorides\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4770efc1262fd98fba56f87b9e34999109b11a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_2fffc613dd88beec/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_2fffc613dd88beec", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 22497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2352, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18112.01, + "sql_execution_elapsed_ms_total": 5.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_2fffc613dd88beec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97965cf8e3c405c0d681cad188fb2ce79559c30f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8484, "bytes_utf8": 8484, "lines": 243, "estimated_tokens": 2409}} +{"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": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 180}, "usage": {"input_tokens": 22500, "cached_input_tokens": 20864, "output_tokens": 196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..822e86b42f29ffc8a9d09f8612d051375649572c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_31315635eba8c274", + "api_calls": 0, + "input_tokens": 22500, + "cached_input_tokens": 20864, + "output_tokens": 196, + "total_tokens": 22696, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2409, + "estimated_output_tokens": 180, + "estimated_total_tokens": 2589, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12802.92, + "sql_execution_elapsed_ms_total": 4.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_31315635eba8c274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb68307234574a43af64f19c71f441485da70141 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/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": "2026-05-04T07:59:12.537652+00:00", + "ended_at": "2026-05-04T07:59:25.340515+00:00", + "elapsed_ms": 12802.92, + "prompt_metrics": { + "chars": 8484, + "bytes_utf8": 8484, + "lines": 243, + "estimated_tokens": 2409 + }, + "stdout_metrics": { + "chars": 1076, + "bytes_utf8": 1076, + "lines": 4, + "estimated_tokens": 293 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 737, + "bytes_utf8": 737, + "lines": 1, + "estimated_tokens": 180 + }, + "usage": { + "input_tokens": 22500, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c63639edbe668d7b7c40755f8d009d18c5242c0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..75d4097eafb811831e75f2df9c66ad711249d5f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-9710-76e0-aa85-910cc4def819"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT \\\"fixed acidity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", using positive_value='6' and negative_value='5'. Kept identifiers double-quoted and generated SQLite-compatible SELECT-only SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22500,"cached_input_tokens":20864,"output_tokens":196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94163771bbed548e19d40d9782f44c096600f5c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"fixed acidity\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT \"fixed acidity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"fixed acidity\" and condition_col=\"quality\", using positive_value='6' and negative_value='5'. Kept identifiers double-quoted and generated SQLite-compatible SELECT-only SQL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa56d5d7fdbbb8531e05d23afb50f040ec5d1b61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:12.708533Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:15.132183Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:24.572659Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54ca7598f67595eff675e93f740d1c476b43090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "5", "condition_ratio": 7.0}, {"fixed acidity": "8.5", "condition_ratio": 4.0}, {"fixed acidity": "8.1", "condition_ratio": 3.090909090909091}, {"fixed acidity": "4.8", "condition_ratio": 3.0}, {"fixed acidity": "5.1", "condition_ratio": 3.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..076fc769cb6300dece703e81a1cce4b1ccb663b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_31315635eba8c274 +-- problem_id: v2p_n3_75a2896a0feb867d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "fixed acidity", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT "fixed acidity", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1720c8a2df424a71d0d7866c0ea868a2057ec815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"fixed acidity\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT \"fixed acidity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT \\\"fixed acidity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"fixed acidity\", \"condition_ratio\"], \"rows\": [{\"fixed acidity\": \"5\", \"condition_ratio\": 7.0}, {\"fixed acidity\": \"8.5\", \"condition_ratio\": 4.0}, {\"fixed acidity\": \"8.1\", \"condition_ratio\": 3.090909090909091}, {\"fixed acidity\": \"4.8\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.1\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.4\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"9.7\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.3\", \"condition_ratio\": 2.8}, {\"fixed acidity\": \"5.7\", \"condition_ratio\": 2.75}, {\"fixed acidity\": \"5.2\", \"condition_ratio\": 2.5}, {\"fixed acidity\": \"5.6\", \"condition_ratio\": 2.2857142857142856}, {\"fixed acidity\": \"6.3\", \"condition_ratio\": 2.25}, {\"fixed acidity\": \"7\", \"condition_ratio\": 2.2115384615384617}, {\"fixed acidity\": \"8.8\", \"condition_ratio\": 2.0}, {\"fixed acidity\": \"7.3\", \"condition_ratio\": 1.9268292682926829}, {\"fixed acidity\": \"7.8\", \"condition_ratio\": 1.8518518518518519}, {\"fixed acidity\": \"6.2\", \"condition_ratio\": 1.8113207547169812}, {\"fixed acidity\": \"8\", \"condition_ratio\": 1.8}, {\"fixed acidity\": \"6\", \"condition_ratio\": 1.7916666666666667}, {\"fixed acidity\": \"6.5\", \"condition_ratio\": 1.6964285714285714}, {\"fixed acidity\": \"5.9\", \"condition_ratio\": 1.6551724137931034}, {\"fixed acidity\": \"7.9\", \"condition_ratio\": 1.608695652173913}, {\"fixed acidity\": \"9.2\", \"condition_ratio\": 1.6}, {\"fixed acidity\": \"6.7\", \"condition_ratio\": 1.5223880597014925}, {\"fixed acidity\": \"6.8\", \"condition_ratio\": 1.5161290322580645}, {\"fixed acidity\": \"8.4\", \"condition_ratio\": 1.5}, {\"fixed acidity\": \"9\", \"condition_ratio\": 1.5}, {\"fixed acidity\": \"6.1\", \"condition_ratio\": 1.4565217391304348}, {\"fixed acidity\": \"6.9\", \"condition_ratio\": 1.4507042253521127}, {\"fixed acidity\": \"5.8\", \"condition_ratio\": 1.4375}, {\"fixed acidity\": \"7.7\", \"condition_ratio\": 1.3870967741935485}, {\"fixed acidity\": \"6.6\", \"condition_ratio\": 1.3838383838383839}, {\"fixed acidity\": \"7.1\", \"condition_ratio\": 1.3620689655172413}, {\"fixed acidity\": \"8.3\", \"condition_ratio\": 1.2857142857142858}, {\"fixed acidity\": \"7.4\", \"condition_ratio\": 1.278688524590164}, {\"fixed acidity\": \"7.2\", \"condition_ratio\": 1.1917808219178083}, {\"fixed acidity\": \"6.4\", \"condition_ratio\": 1.1238095238095238}, {\"fixed acidity\": \"8.2\", \"condition_ratio\": 1.1}, {\"fixed acidity\": \"5.5\", \"condition_ratio\": 1.0833333333333333}, {\"fixed acidity\": \"7.5\", \"condition_ratio\": 1.0196078431372548}, {\"fixed acidity\": \"4.7\", \"condition_ratio\": 1.0}, {\"fixed acidity\": \"9.5\", \"condition_ratio\": 1.0}, {\"fixed acidity\": \"7.6\", \"condition_ratio\": 0.8461538461538461}, {\"fixed acidity\": \"9.6\", \"condition_ratio\": 0.6666666666666666}, {\"fixed acidity\": \"8.6\", \"condition_ratio\": 0.6363636363636364}, {\"fixed acidity\": \"4.9\", \"condition_ratio\": 0.5}, {\"fixed acidity\": \"8.7\", \"condition_ratio\": 0.5}, {\"fixed acidity\": \"8.9\", \"condition_ratio\": 0.4}, {\"fixed acidity\": \"9.4\", \"condition_ratio\": 0.2857142857142857}, {\"fixed acidity\": \"10.3\", \"condition_ratio\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b3ae79437d873cb35e034bca3f94b3c33463c6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:59:12.535319+00:00", + "ended_at": "2026-05-04T07:59:25.371381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_31315635eba8c274", + "problem_id": "v2p_n3_75a2896a0feb867d", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\n3\\sql\\v2q_n3_31315635eba8c274.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_31315635eba8c274", + "api_calls": 0, + "input_tokens": 22500, + "cached_input_tokens": 20864, + "output_tokens": 196, + "total_tokens": 22696, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2409, + "estimated_output_tokens": 180, + "estimated_total_tokens": 2589, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12802.92, + "sql_execution_elapsed_ms_total": 4.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_31315635eba8c274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..796aa17cf8395cba24ddf6559be641951275719e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31315635eba8c274/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:25.359434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12802.92, "started_at": "2026-05-04T07:59:12.537652+00:00", "ended_at": "2026-05-04T07:59:25.340515+00:00", "prompt_metrics": {"chars": 8484, "bytes_utf8": 8484, "lines": 243, "estimated_tokens": 2409}, "response_metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 180}, "usage": {"input_tokens": 22500, "cached_input_tokens": 20864, "output_tokens": 196}, "stderr_preview": "2026-05-04T07:59:12.708533Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:15.132183Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33a389bd1a5ee880ba42eee93cfca8689d5a47b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-66a5-7231-a531-3a0f37930237"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", using condition_value='5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b70e311cdb38c543ea81b64e09c43ebcbe07d688 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", using condition_value='5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d86a7da9cb338058d5c0ecf5279119e1b65ffed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:00.315023Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:02.646252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:11.468765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e81521363a09f038c375441ed652361afb3d39d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/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=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "6.15", "condition_rate": 1.0}, {"fixed acidity": "4.6", "condition_rate": 1.0}, {"fixed acidity": "4.5", "condition_rate": 1.0}, {"fixed acidity": "9.3", "condition_rate": 0.6666666666666666}, {"fixed acidity": "9.1", "condition_rate": 0.6666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab709933c2dca35b326e4277c0576ad7680bcc2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_31c170b8c3d1af14 +-- problem_id: v2p_n3_0be11973f5c0fe64 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47cdd498ccc27a5bf179dc907690642501793559 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/query_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 \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"6.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.1\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.4\", \"condition_rate\": 0.6363636363636364}, {\"fixed acidity\": \"9.8\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.9\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.6}, {\"fixed acidity\": \"4.9\", \"condition_rate\": 0.5714285714285714}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"10.3\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"8.6\", \"condition_rate\": 0.44}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.42483660130718953}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.4146341463414634}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.40384615384615385}, {\"fixed acidity\": \"8.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.3870967741935484}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.375}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.35436893203883496}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.35294117647058826}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.34285714285714286}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.3413793103448276}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.31443298969072164}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.3108108108108108}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.30194805194805197}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.2967741935483871}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.2946058091286307}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.2903225806451613}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.29}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.2838983050847458}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.2815533980582524}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.2777777777777778}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.2760416666666667}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.2644628099173554}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.2608695652173913}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.24888888888888888}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.23809523809523808}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.23404255319148937}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.2303370786516854}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.22727272727272727}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.22413793103448276}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.19718309859154928}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.19642857142857142}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.18518518518518517}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69507a2e152ff7ddc4b5ec43cfeb39e00112560c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:59:00.135296+00:00", + "ended_at": "2026-05-04T07:59:12.532434+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_31c170b8c3d1af14", + "problem_id": "v2p_n3_0be11973f5c0fe64", + "dataset_id": "n3", + "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=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_31c170b8c3d1af14.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_31c170b8c3d1af14", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 22471, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12360.74, + "sql_execution_elapsed_ms_total": 4.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_31c170b8c3d1af14\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38662acc232c400df2ff80d2a3636fc91d52f045 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_31c170b8c3d1af14/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:12.520196+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12360.74, "started_at": "2026-05-04T07:59:00.139424+00:00", "ended_at": "2026-05-04T07:59:12.500221+00:00", "prompt_metrics": {"chars": 7923, "bytes_utf8": 7923, "lines": 243, "estimated_tokens": 2260}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T07:59:00.315023Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:02.646252Z 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_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11880e78ba0ca3b9cf63b00c66ab8a5a37a47d3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/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_c\n-- sql_source_dataset_id: n3\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_n3_33aeaf8103cb6f6e\n-- problem_id: v2p_n3_79a796da75c5fb36\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_33aeaf8103cb6f6e\\n-- problem_id: v2p_n3_79a796da75c5fb36\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 5.601449275362318}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 6.4311475409836065}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 4.42719298245614}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 7.7}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 5.425925925925926}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 5.124074074074074}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 4.711111111111111}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 4.05462962962963}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 6.660377358490566}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 5.7942307692307695}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 8.085}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 5.166}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 5.103061224489796}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 3.9479591836734693}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 9.831249999999999}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 8.164893617021276}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 6.7957446808510635}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 6.669148936170212}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 6.171276595744681}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 5.480851063829788}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 4.641489361702128}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 4.481914893617021}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 3.1659574468085108}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 7.206521739130435}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 6.564130434782609}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 5.655555555555556}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 5.137777777777778}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 3.691111111111111}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 5.367045454545455}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 4.786363636363636}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 4.032954545454545}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 7.893023255813953}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 6.451162790697674}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 5.273809523809524}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 3.3059523809523808}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 8.045121951219512}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 7.7646341463414625}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 5.402439024390244}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 4.9975609756097565}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 8.556410256410256}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 7.933333333333333}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 6.851282051282051}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 3.612820512820513}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 9.302631578947368}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 5.923684210526315}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 5.686842105263158}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 7.41081081081081}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 3.7689189189189185}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 3.098648648648649}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 2.981081081081081}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11a83ca61623d716905d80ea4dda52c7596e0c54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.639028+00:00", + "ended_at": "2026-05-04T08:19:07.645947+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_33aeaf8103cb6f6e", + "problem_id": "v2p_n3_79a796da75c5fb36", + "dataset_id": "n3", + "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=residual sugar, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_33aeaf8103cb6f6e.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_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_33aeaf8103cb6f6e/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_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b34813fe55a7441d3683cd5f546b18d4a0e7cfda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7586, "bytes_utf8": 7586, "lines": 238, "estimated_tokens": 2174}} +{"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": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 102}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aeaa010ef63a93322288a50e40e6c35fffe5e4ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_35067a273e0a5e49", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 102, + "total_tokens": 22367, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2258, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10347.26, + "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_c\\n3\\artifacts\\v2q_n3_35067a273e0a5e49\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88594e9d86715763eda273e8c68a37fbc782ad56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/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": "2026-05-04T07:37:44.443539+00:00", + "ended_at": "2026-05-04T07:37:54.791080+00:00", + "elapsed_ms": 10347.26, + "prompt_metrics": { + "chars": 7586, + "bytes_utf8": 7586, + "lines": 238, + "estimated_tokens": 2174 + }, + "stdout_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 4, + "estimated_tokens": 185 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13248 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 357, + "bytes_utf8": 357, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 102 + } + }, + "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_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5daf7f6a2d3b4ce90e6a0d330f910e2df42d255e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb38c47c8cc4b20ea92b671bce44746fab033aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-ef81-7471-86f0-6e25e3626351"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required Grouped Count by Category template with group_col bound to \\\"fixed acidity\\\" on the single table \\\"n3\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22265,"cached_input_tokens":19840,"output_tokens":102}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9b2f56f4503a4cf1450a298fa6d6da3f5e35d18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;","notes":"Used the required Grouped Count by Category template with group_col bound to \"fixed acidity\" on the single table \"n3\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d6dabb020ab3769104a87066dac4d25f714f0c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:44.653508Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:47.016099Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:53.856571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94e29bd2a0b59ce0c478ad3ad14b5e6c386651b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/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=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "row_count": 308}, {"fixed acidity": "6.6", "row_count": 290}, {"fixed acidity": "6.4", "row_count": 280}, {"fixed acidity": "6.9", "row_count": 241}, {"fixed acidity": "6.7", "row_count": 236}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b0d0ba674f231c083d105724e28ee2e76f44452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_35067a273e0a5e49 +-- problem_id: v2p_n3_a0e2090d9ea937bb +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76c8de6cd650f48854410331c181194ed531d883 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/query_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 \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"fixed acidity\", \"row_count\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"row_count\": 308}, {\"fixed acidity\": \"6.6\", \"row_count\": 290}, {\"fixed acidity\": \"6.4\", \"row_count\": 280}, {\"fixed acidity\": \"6.9\", \"row_count\": 241}, {\"fixed acidity\": \"6.7\", \"row_count\": 236}, {\"fixed acidity\": \"7\", \"row_count\": 232}, {\"fixed acidity\": \"6.5\", \"row_count\": 225}, {\"fixed acidity\": \"7.2\", \"row_count\": 206}, {\"fixed acidity\": \"7.1\", \"row_count\": 200}, {\"fixed acidity\": \"7.4\", \"row_count\": 194}, {\"fixed acidity\": \"6.2\", \"row_count\": 192}, {\"fixed acidity\": \"6.3\", \"row_count\": 188}, {\"fixed acidity\": \"6\", \"row_count\": 184}, {\"fixed acidity\": \"7.3\", \"row_count\": 178}, {\"fixed acidity\": \"6.1\", \"row_count\": 155}, {\"fixed acidity\": \"7.6\", \"row_count\": 153}, {\"fixed acidity\": \"7.5\", \"row_count\": 123}, {\"fixed acidity\": \"5.8\", \"row_count\": 121}, {\"fixed acidity\": \"5.9\", \"row_count\": 103}, {\"fixed acidity\": \"7.8\", \"row_count\": 93}, {\"fixed acidity\": \"7.7\", \"row_count\": 93}, {\"fixed acidity\": \"5.7\", \"row_count\": 88}, {\"fixed acidity\": \"8\", \"row_count\": 80}, {\"fixed acidity\": \"7.9\", \"row_count\": 74}, {\"fixed acidity\": \"5.6\", \"row_count\": 71}, {\"fixed acidity\": \"8.2\", \"row_count\": 56}, {\"fixed acidity\": \"8.1\", \"row_count\": 56}, {\"fixed acidity\": \"8.3\", \"row_count\": 52}, {\"fixed acidity\": \"8.4\", \"row_count\": 35}, {\"fixed acidity\": \"8.5\", \"row_count\": 32}, {\"fixed acidity\": \"5.5\", \"row_count\": 31}, {\"fixed acidity\": \"5.4\", \"row_count\": 28}, {\"fixed acidity\": \"5.2\", \"row_count\": 28}, {\"fixed acidity\": \"5.3\", \"row_count\": 27}, {\"fixed acidity\": \"8.6\", \"row_count\": 25}, {\"fixed acidity\": \"5\", \"row_count\": 24}, {\"fixed acidity\": \"5.1\", \"row_count\": 23}, {\"fixed acidity\": \"9.2\", \"row_count\": 21}, {\"fixed acidity\": \"8.8\", \"row_count\": 18}, {\"fixed acidity\": \"9\", \"row_count\": 17}, {\"fixed acidity\": \"8.9\", \"row_count\": 16}, {\"fixed acidity\": \"8.7\", \"row_count\": 15}, {\"fixed acidity\": \"9.4\", \"row_count\": 11}, {\"fixed acidity\": \"4.8\", \"row_count\": 9}, {\"fixed acidity\": \"9.8\", \"row_count\": 8}, {\"fixed acidity\": \"4.9\", \"row_count\": 7}, {\"fixed acidity\": \"9.1\", \"row_count\": 6}, {\"fixed acidity\": \"9.6\", \"row_count\": 5}, {\"fixed acidity\": \"4.7\", \"row_count\": 5}, {\"fixed acidity\": \"9.7\", \"row_count\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3ca4f32332efcc63e8e955dfc7f53ba479b3f7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:37:44.441444+00:00", + "ended_at": "2026-05-04T07:37:54.820283+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_35067a273e0a5e49", + "problem_id": "v2p_n3_a0e2090d9ea937bb", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_35067a273e0a5e49.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_35067a273e0a5e49", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 102, + "total_tokens": 22367, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2258, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10347.26, + "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_c\\n3\\artifacts\\v2q_n3_35067a273e0a5e49\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac59d09c3b36a84ce35c8174a7153bb9f2d49061 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_35067a273e0a5e49/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:54.809579+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10347.26, "started_at": "2026-05-04T07:37:44.443539+00:00", "ended_at": "2026-05-04T07:37:54.791080+00:00", "prompt_metrics": {"chars": 7586, "bytes_utf8": 7586, "lines": 238, "estimated_tokens": 2174}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 102}, "stderr_preview": "2026-05-04T07:37:44.653508Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:47.016099Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=citric acid.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94672719cf0279024b21fe5a7af7f083098ecf4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-c369-7581-beb1-c07090c46579"} +{"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(\\\"citric acid\\\" AS REAL) <= 0.39 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\",\"notes\":\"Used the requested Threshold Rarity CDF template with measure_col bound to \\\"citric acid\\\" and measure_threshold fixed at 0.39. CAST to REAL ensures numeric comparison because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22281,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bffa1348c46c94c293cd8b92cffdf7bf1b9c88a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"citric acid\" AS REAL) <= 0.39 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";","notes":"Used the requested Threshold Rarity CDF template with measure_col bound to \"citric acid\" and measure_threshold fixed at 0.39. CAST to REAL ensures numeric comparison because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14b50a30b397ab284d2cebb0ce65b2f70440a3cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:58.188099Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:00.858406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:08.603681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..feff876f8751ecbb88dc82c2a44b133229260927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/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=citric acid. +Result preview: [{"empirical_cdf_at_threshold": 0.7688852592895059}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5454a2e4e99c21c44d1c9f2cc728f15c31ed0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3648f19392b8ae8e +-- problem_id: v2p_n3_4903581c1a56b88c +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("citric acid" AS REAL) <= 0.39 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5959369b6dd0349b7205b9b24701e868b0071ac9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/query_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(\"citric acid\" AS REAL) <= 0.39 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"citric acid\\\" AS REAL) <= 0.39 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7688852592895059}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63f4d0d227557ac63f2e571b8cc4b75e2a610def --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:17:57.988124+00:00", + "ended_at": "2026-05-04T08:18:09.484815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3648f19392b8ae8e", + "problem_id": "v2p_n3_4903581c1a56b88c", + "dataset_id": "n3", + "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=citric acid.", + "bindings": { + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "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_c\\n3\\sql\\v2q_n3_3648f19392b8ae8e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3648f19392b8ae8e", + "api_calls": 0, + "input_tokens": 22281, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 22441, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2192, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2295, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11468.24, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3648f19392b8ae8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46d7c5d498dcfbb92d6483fa17e4b968bf0ab3d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3648f19392b8ae8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:09.477085+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11468.24, "started_at": "2026-05-04T08:17:57.990845+00:00", "ended_at": "2026-05-04T08:18:09.459152+00:00", "prompt_metrics": {"chars": 7611, "bytes_utf8": 7611, "lines": 238, "estimated_tokens": 2192}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22281, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:17:58.188099Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:00.858406Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5eea0d1894b87859cde93867a2a90295efe85b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-0270-7cf2-9a3b-d1248369c547"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"quality\\\" and condition_col=\\\"quality\\\", using condition_value='5'. Since the grouping column and condition column are the same, each quality group yields either 1.0 for quality='5' or 0.0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22350,"cached_input_tokens":3456,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a072b1bd395ca420831de3071c4be912eaf81eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"quality\" and condition_col=\"quality\", using condition_value='5'. Since the grouping column and condition column are the same, each quality group yields either 1.0 for quality='5' or 0.0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c3999f1f84b8df137ac55a42ffbce11cf0a74ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:34.682444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:36.966492Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:46.596618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c87d4ea6aedb1298b08085adb5668d6586ad4f3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/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=quality, condition_col=quality. +Result preview: [{"quality": "5", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "6", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df4cbf56ecd23de43058d5b7b79f4e987e0a2d65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3997e3c88cfcfa7c +-- problem_id: v2p_n3_b80b6ef4ad0fdea9 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..487841627e3579873c0a3b9ad552de79118f4d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/query_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 \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"5\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"6\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1f6518426abf5f9d8e6ce4758f1fb6f70014302 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:58:34.490029+00:00", + "ended_at": "2026-05-04T07:58:47.368806+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3997e3c88cfcfa7c", + "problem_id": "v2p_n3_b80b6ef4ad0fdea9", + "dataset_id": "n3", + "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=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_3997e3c88cfcfa7c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3997e3c88cfcfa7c", + "api_calls": 0, + "input_tokens": 22350, + "cached_input_tokens": 3456, + "output_tokens": 139, + "total_tokens": 22489, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2259, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2382, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12845.73, + "sql_execution_elapsed_ms_total": 4.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3997e3c88cfcfa7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40425a7222ba5e42a058e30ce40b629097ccd450 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3997e3c88cfcfa7c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:47.356282+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12845.73, "started_at": "2026-05-04T07:58:34.492723+00:00", "ended_at": "2026-05-04T07:58:47.338259+00:00", "prompt_metrics": {"chars": 7906, "bytes_utf8": 7906, "lines": 243, "estimated_tokens": 2259}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22350, "cached_input_tokens": 3456, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:58:34.682444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:36.966492Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde3bedf14a919612e862fafffa9c3f452ec94c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"quality\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"volatile acidity_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"quality\",\n \"volatile acidity_value\" AS percentile_measure\nFROM \"percentile_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_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68c757a0ecf22f5ab9fad69e329d02724496765f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-429d-72b3-be93-9a2c4c31c163"} +{"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 \\\"quality\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"volatile acidity_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"volatile acidity_value\\\" AS percentile_measure\\nFROM \\\"percentile_rows\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 95th percentile as the smallest value at rank CEIL(0.95 * group_size) within each quality group. Identifiers are double-quoted and the TEXT measure column is cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22328,"cached_input_tokens":20864,"output_tokens":318}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4a3676f1872446ec7b5f1b2b22874b48630cefd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"volatile acidity_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"quality\",\n \"volatile acidity_value\" AS percentile_measure\nFROM \"percentile_rows\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 95th percentile as the smallest value at rank CEIL(0.95 * group_size) within each quality group. Identifiers are double-quoted and the TEXT measure column is cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93cb3fd42367c129af38b746d796bf20eb5607f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-7bce-7991-a477-192b36833fd6"} +{"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 \\\"quality\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"volatile_acidity_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 \\\"quality\\\",\\n \\\"volatile_acidity_value\\\" AS percentile_measure\\nFROM \\\"percentile_rows\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.95 * count for each quality group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22574,"cached_input_tokens":20864,"output_tokens":425}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b16629b3c5a66449ad1aca75eff4661c644dbcba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"volatile_acidity_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 \"quality\",\n \"volatile_acidity_value\" AS percentile_measure\nFROM \"percentile_rows\"\nORDER BY percentile_measure DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.95 * count for each quality group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eae70ade8266e0a9f5d9d6e76afd6da92718706 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:52.027111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:54.548375Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:05.624506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c30ec05307ec25bf71f5214b5547940304ccd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:06.647339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:08.944375Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:22.147441Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97811346a58ad873d629c3553984b492deef92bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/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=quality, measure_col=volatile acidity. +Result preview: [{"quality": "4", "percentile_measure": 0.67}, {"quality": "3", "percentile_measure": 0.59}, {"quality": "5", "percentile_measure": 0.49}, {"quality": "8", "percentile_measure": 0.47}, {"quality": "7", "percentile_measure": 0.44}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e521070f81bf0f47191089725ecf631e3c9b69a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3b058728c8c41627 +-- problem_id: v2p_n3_cd1b716dce441d1d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("volatile acidity" AS REAL) AS "volatile acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "quality", + "volatile acidity_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "quality", + "volatile acidity_value" AS percentile_measure +FROM "percentile_rows" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..131257bba625ca36b5762c968ead3bab54419362 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/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 \"quality\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"quality\",\n \"volatile_acidity_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 \"quality\",\n \"volatile_acidity_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 \\\"quality\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"volatile_acidity_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 \\\"quality\\\",\\n \\\"volatile_acidity_value\\\" AS percentile_measure\\nFROM \\\"percentile_rows\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"4\", \"percentile_measure\": 0.67}, {\"quality\": \"3\", \"percentile_measure\": 0.59}, {\"quality\": \"5\", \"percentile_measure\": 0.49}, {\"quality\": \"8\", \"percentile_measure\": 0.47}, {\"quality\": \"7\", \"percentile_measure\": 0.44}, {\"quality\": \"6\", \"percentile_measure\": 0.42}, {\"quality\": \"9\", \"percentile_measure\": 0.36}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85d8222a7ce4963918c0d523047157e8478db5eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:10:51.808568+00:00", + "ended_at": "2026-05-04T08:11:22.948418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3b058728c8c41627", + "problem_id": "v2p_n3_cd1b716dce441d1d", + "dataset_id": "n3", + "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=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_3b058728c8c41627.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3b058728c8c41627", + "api_calls": 0, + "input_tokens": 44902, + "cached_input_tokens": 41728, + "output_tokens": 743, + "total_tokens": 45645, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4720, + "estimated_output_tokens": 570, + "estimated_total_tokens": 5290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31064.49, + "sql_execution_elapsed_ms_total": 24.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3b058728c8c41627\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3986e2461c5e37abfb14ee60456a3bc6c49e86c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:11:06.441942+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14615.4, "started_at": "2026-05-04T08:10:51.810740+00:00", "ended_at": "2026-05-04T08:11:06.426368+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 240, "estimated_tokens": 2237}, "response_metrics": {"chars": 1047, "bytes_utf8": 1047, "lines": 1, "estimated_tokens": 277}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 318}, "stderr_preview": "2026-05-04T08:10:52.027111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:54.548375Z 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 \\\"quality\\\",\\n \\\"volatile_acidity_value\\\" AS percentile_measure\\nFROM \\\"percentile_rows\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.95 * coun"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e965b82468759246ab7e84d76210016146a82634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b058728c8c41627/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3b058728c8c41627", + "api_calls": 0, + "input_tokens": 44902, + "cached_input_tokens": 41728, + "output_tokens": 743, + "total_tokens": 45645, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4720, + "estimated_output_tokens": 570, + "estimated_total_tokens": 5290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31064.49, + "sql_execution_elapsed_ms_total": 24.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3b058728c8c41627\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e354b660c30d7822a3b2eca10099babb0145135 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2241}} +{"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": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22330, "cached_input_tokens": 19840, "output_tokens": 151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dbd0db15e66b1d75f277fcf71768287013298166 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3b3d6810ea543fb3", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15179.87, + "sql_execution_elapsed_ms_total": 5.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3b3d6810ea543fb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02344502f48fb7f5359edb3702cbab585f5a2ae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/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": "2026-05-04T07:44:54.185111+00:00", + "ended_at": "2026-05-04T07:45:09.374596+00:00", + "elapsed_ms": 15179.87, + "prompt_metrics": { + "chars": 7814, + "bytes_utf8": 7814, + "lines": 240, + "estimated_tokens": 2241 + }, + "stdout_metrics": { + "chars": 787, + "bytes_utf8": 787, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22330, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c249f9bbcf7f6f7a40761b7552348f8515d4271 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..001ad86fd79d121dd1c62465759d29f8fb3063fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-7eb8-7f70-ad15-516a8bf5daba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT\\n \\\"quality\\\",\\n AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"density\\\". Cast \\\"density\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":19840,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..388b2fec822db5a5cba83ca193b3b5a1b0a2ebc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT\n \"quality\",\n AVG(CAST(\"density\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Used the required Support-Guarded Group Average template with group_col bound to \"quality\" and measure_col bound to \"density\". Cast \"density\" 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_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a02826989c047273512823db8a483323c5543da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:54.547722Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:58.050883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:08.507496Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ac73db787deeb2a9a4bb371d9c21f7cba646e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density. +Result preview: [{"quality": "3", "avg_measure": 0.9948840000000001, "support": 20}, {"quality": "4", "avg_measure": 0.9942766871165645, "support": 163}, {"quality": "5", "avg_measure": 0.9952625703500343, "support": 1457}, {"quality": "6", "avg_measure": 0.9939613489535942, "support": 2198}, {"quality": "7", "avg_measure": 0.9924523977272728, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f511eb4168ba8267dbe47cc6c0504bcef0469c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_3b3d6810ea543fb3 +-- problem_id: v2p_n3_f6b11dc203741724 +-- realization_mode: agent +-- source_kind: agent +SELECT + "quality", + AVG(CAST("density" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..267b53abb2873b51025d35ef6d9b5c315e7f008d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/query_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_support_guarded_group_avg\nSELECT\n \"quality\",\n AVG(CAST(\"density\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT\\n \\\"quality\\\",\\n AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 0.9948840000000001, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 0.9942766871165645, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 0.9952625703500343, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 0.9939613489535942, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 0.9924523977272728, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 0.9922359428571429, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fef3c82ebedc2231755beca26671607a214cac1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:44:54.185111+00:00", + "ended_at": "2026-05-04T07:45:09.416239+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3b3d6810ea543fb3", + "problem_id": "v2p_n3_f6b11dc203741724", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_3b3d6810ea543fb3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3b3d6810ea543fb3", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15179.87, + "sql_execution_elapsed_ms_total": 5.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3b3d6810ea543fb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35da67a07ada9146dd7277a311175de474cc1a24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:09.402635+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15179.87, "started_at": "2026-05-04T07:44:54.185111+00:00", "ended_at": "2026-05-04T07:45:09.374596+00:00", "prompt_metrics": {"chars": 7814, "bytes_utf8": 7814, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22330, "cached_input_tokens": 19840, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:44:54.547722Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:58.050883Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"density\\\". Cast \\\"density\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..377bc7e088b69447e90e1d13844dbc7ebbd50b20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3b3d6810ea543fb3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3b3d6810ea543fb3", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2357, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15179.87, + "sql_execution_elapsed_ms_total": 5.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3b3d6810ea543fb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2d663bfa6cf6ba356fd135d70a48caea296e1ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7852, "bytes_utf8": 7852, "lines": 242, "estimated_tokens": 2255}} +{"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": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22344, "cached_input_tokens": 21888, "output_tokens": 170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..622569ab7b885a9a6f1b42f5b90bb150b7ed2644 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3c2d585475f54798", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13789.18, + "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_c\\n3\\artifacts\\v2q_n3_3c2d585475f54798\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d03c8313ead27aa35b01aff5101d9854c25d25d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/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": "2026-05-04T07:40:33.100299+00:00", + "ended_at": "2026-05-04T07:40:46.890227+00:00", + "elapsed_ms": 13789.18, + "prompt_metrics": { + "chars": 7852, + "bytes_utf8": 7852, + "lines": 242, + "estimated_tokens": 2255 + }, + "stdout_metrics": { + "chars": 781, + "bytes_utf8": 781, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22344, + "cached_input_tokens": 21888, + "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_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3df601d701b3af72636ae649ed40f31f2947570 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sulphates", + "predicate_col": "pH", + "predicate_op": ">=", + "predicate_value": 3.28, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da18411bf18bf56cf6e69d03ee87cf27ec16e905 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-8257-76a3-9e62-e55471bfe25e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"pH\\\" AS REAL) >= 3.28\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sulphates\\\" and predicate_col bound to \\\"pH\\\". CAST(\\\"pH\\\" AS REAL) ensures correct numeric comparison because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22344,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..402d37bd79613348946ca2e120104505d0418a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"pH\" AS REAL) >= 3.28\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"sulphates\" and predicate_col bound to \"pH\". CAST(\"pH\" AS REAL) ensures correct numeric comparison because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..558446698457970ad2cdbbb9955b6d5586667a38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:33.304671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:35.718138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:46.037833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3bc9fb183f6d8444229da23e7a3ae6bebb8fa53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/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=sulphates. +Result preview: [{"sulphates": "0.44", "support": 76}, {"sulphates": "0.5", "support": 59}, {"sulphates": "0.42", "support": 50}, {"sulphates": "0.46", "support": 48}, {"sulphates": "0.4", "support": 48}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..42d13b222225ada32376b2f3d0ba325bd336ab60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3c2d585475f54798 +-- problem_id: v2p_n3_f240ee1de172510c +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("pH" AS REAL) >= 3.28 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eda2a0c5bbde1790a7eada3b96df6c7d50130447 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/query_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 \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"pH\" AS REAL) >= 3.28\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"pH\\\" AS REAL) >= 3.28\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"sulphates\", \"support\"], \"rows\": [{\"sulphates\": \"0.44\", \"support\": 76}, {\"sulphates\": \"0.5\", \"support\": 59}, {\"sulphates\": \"0.42\", \"support\": 50}, {\"sulphates\": \"0.46\", \"support\": 48}, {\"sulphates\": \"0.4\", \"support\": 48}, {\"sulphates\": \"0.54\", \"support\": 43}, {\"sulphates\": \"0.38\", \"support\": 42}, {\"sulphates\": \"0.58\", \"support\": 41}, {\"sulphates\": \"0.47\", \"support\": 40}, {\"sulphates\": \"0.43\", \"support\": 39}, {\"sulphates\": \"0.59\", \"support\": 38}, {\"sulphates\": \"0.49\", \"support\": 37}, {\"sulphates\": \"0.52\", \"support\": 36}, {\"sulphates\": \"0.51\", \"support\": 35}, {\"sulphates\": \"0.41\", \"support\": 35}, {\"sulphates\": \"0.45\", \"support\": 34}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..168f6c0c8ec7d28c2a6065003d42242503639e48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:40:33.097036+00:00", + "ended_at": "2026-05-04T07:40:46.918927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3c2d585475f54798", + "problem_id": "v2p_n3_f240ee1de172510c", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "predicate_col": "pH", + "predicate_op": ">=", + "predicate_value": 3.28, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_3c2d585475f54798.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3c2d585475f54798", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13789.18, + "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_c\\n3\\artifacts\\v2q_n3_3c2d585475f54798\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e960bac96bf3b41c76b69b022e03569c33319d00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:46.909172+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13789.18, "started_at": "2026-05-04T07:40:33.100299+00:00", "ended_at": "2026-05-04T07:40:46.890227+00:00", "prompt_metrics": {"chars": 7852, "bytes_utf8": 7852, "lines": 242, "estimated_tokens": 2255}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22344, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:40:33.304671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:35.718138Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.28\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sulphates\\\" and predicate_col bound to \\\"pH\\\". CAST(\\\"pH\\\" AS REAL) ensures correct numeric comparison because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5f9643d34ae8d1b2551dad4c9ca816b503b074 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c2d585475f54798/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3c2d585475f54798", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2377, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13789.18, + "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_c\\n3\\artifacts\\v2q_n3_3c2d585475f54798\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1da274dd11815c34e82beceb91e55c3e10217feb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8175, "bytes_utf8": 8175, "lines": 245, "estimated_tokens": 2318}} +{"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": 1190, "bytes_utf8": 1190, "lines": 1, "estimated_tokens": 371}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 503}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9238, "bytes_utf8": 9238, "lines": 249, "estimated_tokens": 2660}} +{"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": 1167, "bytes_utf8": 1167, "lines": 1, "estimated_tokens": 390}, "usage": {"input_tokens": 22751, "cached_input_tokens": 20864, "output_tokens": 468}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a168fa798a953846cc3c80ad0aa57356b22f5591 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3c58c1641ed64d79", + "api_calls": 0, + "input_tokens": 45160, + "cached_input_tokens": 42752, + "output_tokens": 971, + "total_tokens": 46131, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4978, + "estimated_output_tokens": 761, + "estimated_total_tokens": 5739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35111.02, + "sql_execution_elapsed_ms_total": 7.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3c58c1641ed64d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff97f4174516c080b77d39f4e3a4bb24c9cd0644 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/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": "2026-05-04T08:07:15.620546+00:00", + "ended_at": "2026-05-04T08:07:32.880564+00:00", + "elapsed_ms": 17262.26, + "prompt_metrics": { + "chars": 8175, + "bytes_utf8": 8175, + "lines": 245, + "estimated_tokens": 2318 + }, + "stdout_metrics": { + "chars": 1663, + "bytes_utf8": 1663, + "lines": 4, + "estimated_tokens": 564 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1190, + "bytes_utf8": 1190, + "lines": 1, + "estimated_tokens": 371 + }, + "usage": { + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 503 + } + }, + "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_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb23440b3e1bac280bfdd1d0ff7315c911132ef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/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": "2026-05-04T08:07:32.920586+00:00", + "ended_at": "2026-05-04T08:07:50.768548+00:00", + "elapsed_ms": 17848.76, + "prompt_metrics": { + "chars": 9238, + "bytes_utf8": 9238, + "lines": 249, + "estimated_tokens": 2660 + }, + "stdout_metrics": { + "chars": 1659, + "bytes_utf8": 1659, + "lines": 4, + "estimated_tokens": 594 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1167, + "bytes_utf8": 1167, + "lines": 1, + "estimated_tokens": 390 + }, + "usage": { + "input_tokens": 22751, + "cached_input_tokens": 20864, + "output_tokens": 468 + } + }, + "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_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c18e3e831efe87f84509d19ed567a9ee89f7310c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=citric acid, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d4419a50fc1668ce76ff493c2497c770e063a68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,249 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=citric acid, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\",\n CAST(\"citric acid\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"sulphates\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"sulphates\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n AVG(\"measure\") AS \"conditional_percentile\"\nFROM \"pos\"\nWHERE \"rn\" IN (CAST(FLOOR(\"target_rn\") AS INTEGER), CAST(CEIL(\"target_rn\") AS INTEGER))\nGROUP BY \"sulphates\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: FLOOR", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea2bd4d6148d92529a90714e4a10e020a845b998 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-f61c-7732-9a2d-c5a9a3845094"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sulphates\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n AVG(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"pos\\\"\\nWHERE \\\"rn\\\" IN (CAST(FLOOR(\\\"target_rn\\\") AS INTEGER), CAST(CEIL(\\\"target_rn\\\") AS INTEGER))\\nGROUP BY \\\"sulphates\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted the planned percentile template for SQLite by emulating the 0.9 quantile within each \\\"sulphates\\\" group after filtering \\\"quality\\\" = '5'. Casts TEXT numeric fields to REAL and averages the bracketing rows to approximate a continuous percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":21888,"output_tokens":503}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..550eca53af335ab258b3fc1d2b24c07a28874c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"citric acid\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"sulphates\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"sulphates\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n AVG(\"measure\") AS \"conditional_percentile\"\nFROM \"pos\"\nWHERE \"rn\" IN (CAST(FLOOR(\"target_rn\") AS INTEGER), CAST(CEIL(\"target_rn\") AS INTEGER))\nGROUP BY \"sulphates\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Adapted the planned percentile template for SQLite by emulating the 0.9 quantile within each \"sulphates\" group after filtering \"quality\" = '5'. Casts TEXT numeric fields to REAL and averages the bracketing rows to approximate a continuous percentile."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ddb9317a7ae6083547c646b667c447da43b7c91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-39c3-7662-83bb-1199a0dba568"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sulphates\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"target_rn\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n AVG(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"pos\\\"\\nWHERE \\\"rn\\\" IN (\\n \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"target_rn\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n ELSE \\\"lower_rn\\\"\\n END\\n)\\nGROUP BY \\\"sulphates\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced FLOOR/CEIL with SQLite-compatible integer casting and CASE logic to derive the lower and upper percentile ranks.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22751,"cached_input_tokens":20864,"output_tokens":468}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e1f7b2210f75f4509a3a20c63eac40cef94dba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"citric acid\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"sulphates\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"sulphates\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"target_rn\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n AVG(\"measure\") AS \"conditional_percentile\"\nFROM \"pos\"\nWHERE \"rn\" IN (\n \"lower_rn\",\n CASE\n WHEN \"target_rn\" > \"lower_rn\" THEN \"lower_rn\" + 1\n ELSE \"lower_rn\"\n END\n)\nGROUP BY \"sulphates\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced FLOOR/CEIL with SQLite-compatible integer casting and CASE logic to derive the lower and upper percentile ranks."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdb7e0be683c440099011455ff5e83418b28197a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:15.815381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:18.224131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:31.992597Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad57613fa3ce2b66a50f75cfa8cd560aeab4ef0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:33.123067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:35.668541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:50.126884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f9eb0523a5fccfd55dc5c9c02b8c76f3c1ab53c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/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=sulphates, measure_col=citric acid, condition_col=quality. +Result preview: [{"sulphates": "0.88", "conditional_percentile": 0.73}, {"sulphates": "0.68", "conditional_percentile": 0.655}, {"sulphates": "0.3", "conditional_percentile": 0.655}, {"sulphates": "0.44", "conditional_percentile": 0.65}, {"sulphates": "0.7", "conditional_percentile": 0.64}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..05149923e02e8930aa5c9f6edf7db53791133987 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3c58c1641ed64d79 +-- problem_id: v2p_n3_ac2a7e82d4194402 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("citric acid" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '5' + AND "sulphates" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "measure", + ROW_NUMBER() OVER (PARTITION BY "sulphates" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "sulphates", + "measure", + "rn", + "cnt", + (0.9 * ("cnt" - 1) + 1.0) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + AVG("measure") AS "conditional_percentile" +FROM "pos" +WHERE "rn" IN (CAST(FLOOR("target_rn") AS INTEGER), CAST(CEIL("target_rn") AS INTEGER)) +GROUP BY "sulphates" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffa4fa0b3eed3bea5b8baf24936b03b485eea724 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/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 \"sulphates\",\n CAST(\"citric acid\" AS REAL) AS \"measure\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"sulphates\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"sulphates\" ORDER BY \"measure\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"sulphates\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"target_rn\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n AVG(\"measure\") AS \"conditional_percentile\"\nFROM \"pos\"\nWHERE \"rn\" IN (\n \"lower_rn\",\n CASE\n WHEN \"target_rn\" > \"lower_rn\" THEN \"lower_rn\" + 1\n ELSE \"lower_rn\"\n END\n)\nGROUP BY \"sulphates\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sulphates\\\" ORDER BY \\\"measure\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"target_rn\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n AVG(\\\"measure\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"pos\\\"\\nWHERE \\\"rn\\\" IN (\\n \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"target_rn\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n ELSE \\\"lower_rn\\\"\\n END\\n)\\nGROUP BY \\\"sulphates\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.88\", \"conditional_percentile\": 0.73}, {\"sulphates\": \"0.68\", \"conditional_percentile\": 0.655}, {\"sulphates\": \"0.3\", \"conditional_percentile\": 0.655}, {\"sulphates\": \"0.44\", \"conditional_percentile\": 0.65}, {\"sulphates\": \"0.7\", \"conditional_percentile\": 0.64}, {\"sulphates\": \"0.55\", \"conditional_percentile\": 0.585}, {\"sulphates\": \"0.65\", \"conditional_percentile\": 0.575}, {\"sulphates\": \"0.82\", \"conditional_percentile\": 0.57}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 0.57}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 0.56}, {\"sulphates\": \"0.4\", \"conditional_percentile\": 0.555}, {\"sulphates\": \"0.29\", \"conditional_percentile\": 0.55}, {\"sulphates\": \"0.81\", \"conditional_percentile\": 0.54}, {\"sulphates\": \"0.67\", \"conditional_percentile\": 0.54}, {\"sulphates\": \"0.49\", \"conditional_percentile\": 0.53}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 0.53}, {\"sulphates\": \"0.75\", \"conditional_percentile\": 0.525}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 0.525}, {\"sulphates\": \"0.8\", \"conditional_percentile\": 0.52}, {\"sulphates\": \"0.51\", \"conditional_percentile\": 0.51}, {\"sulphates\": \"0.35\", \"conditional_percentile\": 0.51}, {\"sulphates\": \"0.61\", \"conditional_percentile\": 0.505}, {\"sulphates\": \"0.45\", \"conditional_percentile\": 0.505}, {\"sulphates\": \"0.59\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.57\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.54\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.48\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.47\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.34\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.33\", \"conditional_percentile\": 0.49}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 0.48}, {\"sulphates\": \"0.6\", \"conditional_percentile\": 0.48}, {\"sulphates\": \"0.56\", \"conditional_percentile\": 0.48}, {\"sulphates\": \"0.53\", \"conditional_percentile\": 0.47}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 0.47}, {\"sulphates\": \"0.58\", \"conditional_percentile\": 0.46}, {\"sulphates\": \"0.38\", \"conditional_percentile\": 0.45999999999999996}, {\"sulphates\": \"0.36\", \"conditional_percentile\": 0.45999999999999996}, {\"sulphates\": \"0.52\", \"conditional_percentile\": 0.44}, {\"sulphates\": \"0.76\", \"conditional_percentile\": 0.435}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 0.425}, {\"sulphates\": \"0.66\", \"conditional_percentile\": 0.42}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 0.42}, {\"sulphates\": \"0.69\", \"conditional_percentile\": 0.4}, {\"sulphates\": \"0.27\", \"conditional_percentile\": 0.4}, {\"sulphates\": \"0.72\", \"conditional_percentile\": 0.395}, {\"sulphates\": \"0.78\", \"conditional_percentile\": 0.39}, {\"sulphates\": \"0.74\", \"conditional_percentile\": 0.38}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e8d1aba1a477d0e9a2b98a83f62346f272ec10f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:07:15.618258+00:00", + "ended_at": "2026-05-04T08:07:50.803766+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3c58c1641ed64d79", + "problem_id": "v2p_n3_ac2a7e82d4194402", + "dataset_id": "n3", + "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=sulphates, measure_col=citric acid, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "citric acid", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_3c58c1641ed64d79.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3c58c1641ed64d79", + "api_calls": 0, + "input_tokens": 45160, + "cached_input_tokens": 42752, + "output_tokens": 971, + "total_tokens": 46131, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4978, + "estimated_output_tokens": 761, + "estimated_total_tokens": 5739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35111.02, + "sql_execution_elapsed_ms_total": 7.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_3c58c1641ed64d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b24403b256767c9aaa9515d3abb1ad4c361b9093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:07:32.913589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17262.26, "started_at": "2026-05-04T08:07:15.620546+00:00", "ended_at": "2026-05-04T08:07:32.880564+00:00", "prompt_metrics": {"chars": 8175, "bytes_utf8": 8175, "lines": 245, "estimated_tokens": 2318}, "response_metrics": {"chars": 1190, "bytes_utf8": 1190, "lines": 1, "estimated_tokens": 371}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 503}, "stderr_preview": "2026-05-04T08:07:15.815381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:18.224131Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n ELSE \\\"lower_rn\\\"\\n END\\n)\\nGROUP BY \\\"sulphates\\\"\\nORDER BY"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb67683b81cd01707f8cefb7986bc4a027c31526 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3c58c1641ed64d79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3c58c1641ed64d79", + "api_calls": 0, + "input_tokens": 45160, + "cached_input_tokens": 42752, + "output_tokens": 971, + "total_tokens": 46131, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4978, + "estimated_output_tokens": 761, + "estimated_total_tokens": 5739, + "usage_source": "ai_cli_json_usage", + 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7979, "lines": 243, "estimated_tokens": 2305}} +{"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": 128}, "usage": {"input_tokens": 22396, "cached_input_tokens": 20864, "output_tokens": 144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8639bbbb609c70a9c4a421bde73a5a91712fc05f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3faf63b8e7e545a2", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 22540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2433, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11533.32, + "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_c\\n3\\artifacts\\v2q_n3_3faf63b8e7e545a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c77e45cd15988932d2d93f1515acde5367201635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/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": "2026-05-04T07:54:16.085380+00:00", + "ended_at": "2026-05-04T07:54:27.619005+00:00", + "elapsed_ms": 11533.32, + "prompt_metrics": { + "chars": 7979, + "bytes_utf8": 7979, + "lines": 243, + "estimated_tokens": 2305 + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22396, + "cached_input_tokens": 20864, + "output_tokens": 144 + } + }, + "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_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..833e4fc5eb3156acd840b63c76ccc199aecbc3cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "6", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37eea4d5f67081a9a487446d97c9a5688369c862 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-1136-7421-8ba5-95191c4de931"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template using group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", and target_value='6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":20864,"output_tokens":144}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e32209f22f136481ae8c3da73c748534b1bd1ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template using group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", and target_value='6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bc08909504d207e017a362d7fc7784691e73963 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:16.325017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:18.669590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:27.248909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dbee89a150efdf0796226f98c768c9e92a96ebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10", "sulphates": "0.42", "target_rate": 1.0}, {"fixed acidity": "10", "sulphates": "0.43", "target_rate": 1.0}, {"fixed acidity": "10.7", "sulphates": "0.68", "target_rate": 1.0}, {"fixed acidity": "14.2", "sulphates": "0.54", "target_rate": 1.0}, {"fixed acidity": "3.8", "sulphates": "0.44", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1382bac43629bb4487d0a913f1ec5fa8f81ea86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_3faf63b8e7e545a2 +-- problem_id: v2p_n3_91aa1d642aa8bc09 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f55ded583dbd3beda8dc2a9a4ce1c138fcbdb97c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"sulphates\": \"0.42\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"sulphates\": \"0.68\", \"target_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"sulphates\": \"0.92\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.64\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.76\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.37\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.41\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.38\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.39\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.44\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.6\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.55\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.57\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.58\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.75\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed75cdf1ec8f5622fad4d36548379b079150229f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:54:16.082633+00:00", + "ended_at": "2026-05-04T07:54:27.659791+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_3faf63b8e7e545a2", + "problem_id": "v2p_n3_91aa1d642aa8bc09", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "6", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_3faf63b8e7e545a2.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_3faf63b8e7e545a2", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 22540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2433, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11533.32, + "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_c\\n3\\artifacts\\v2q_n3_3faf63b8e7e545a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd44390209037b920258f39298b08f3bfc246c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_3faf63b8e7e545a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:27.642589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11533.32, "started_at": "2026-05-04T07:54:16.085380+00:00", "ended_at": "2026-05-04T07:54:27.619005+00:00", "prompt_metrics": {"chars": 7979, "bytes_utf8": 7979, "lines": 243, "estimated_tokens": 2305}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22396, "cached_input_tokens": 20864, "output_tokens": 144}, "stderr_preview": "2026-05-04T07:54:16.325017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:18.669590Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e966863545ba85da4f4e8c41be7bb69c7692c4a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-3ec6-7052-bf7b-3829adb0c348"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", measuring the within-group proportion of rows where quality = '5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":20864,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e0629c88ae62f08b6dd2682c7498cf01eababad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", measuring the within-group proportion of rows where quality = '5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc83f0240807fa08c03106c6856780aff90cbee5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:44.570218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:46.940813Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:55.907309Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..605b1298c89a604c3c517ee9025c268e5c0ada1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/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=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "6.15", "condition_rate": 1.0}, {"fixed acidity": "4.6", "condition_rate": 1.0}, {"fixed acidity": "4.5", "condition_rate": 1.0}, {"fixed acidity": "9.3", "condition_rate": 0.6666666666666666}, {"fixed acidity": "9.1", "condition_rate": 0.6666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e947383bdc931ccf58cec6e432fdac12861d6396 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_40853bff32faf1b8 +-- problem_id: v2p_n3_e03b6c4ac12c389a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbd2a653d47d6f2b120f0a423680ec79616e733d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/query_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 \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"6.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.1\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.4\", \"condition_rate\": 0.6363636363636364}, {\"fixed acidity\": \"9.8\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.9\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.6}, {\"fixed acidity\": \"4.9\", \"condition_rate\": 0.5714285714285714}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"10.3\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"8.6\", \"condition_rate\": 0.44}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.42483660130718953}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.4146341463414634}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.40384615384615385}, {\"fixed acidity\": \"8.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.3870967741935484}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.375}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.35436893203883496}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.35294117647058826}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.34285714285714286}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.3413793103448276}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.31443298969072164}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.3108108108108108}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.30194805194805197}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.2967741935483871}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.2946058091286307}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.2903225806451613}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.29}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.2838983050847458}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.2815533980582524}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.2777777777777778}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.2760416666666667}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.2644628099173554}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.2608695652173913}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.24888888888888888}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.23809523809523808}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.23404255319148937}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.2303370786516854}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.22727272727272727}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.22413793103448276}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.19718309859154928}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.19642857142857142}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.18518518518518517}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a05d5bfa6f60f62c5818a831118df92f6122d73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:57:44.387962+00:00", + "ended_at": "2026-05-04T07:57:56.935511+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_40853bff32faf1b8", + "problem_id": "v2p_n3_e03b6c4ac12c389a", + "dataset_id": "n3", + "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=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_40853bff32faf1b8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_40853bff32faf1b8", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 20864, + "output_tokens": 127, + "total_tokens": 22479, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2372, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12516.39, + "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_c\\n3\\artifacts\\v2q_n3_40853bff32faf1b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51d2d066406e2bd0a19f7dd608161ce38b85ab34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40853bff32faf1b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:56.924810+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12516.39, "started_at": "2026-05-04T07:57:44.391460+00:00", "ended_at": "2026-05-04T07:57:56.907879+00:00", "prompt_metrics": {"chars": 7919, "bytes_utf8": 7919, "lines": 243, "estimated_tokens": 2261}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22352, "cached_input_tokens": 20864, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:57:44.570218Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:46.940813Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd5eded1ca9b462474513dd1edbc4e2619ef21b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-468f-76c2-8fd7-e0373cd0c944"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT\\n \\\"sulphates\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Casted the measure and ordering key to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22338,"cached_input_tokens":20864,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fea14c60b13fd277c3347415f997ee8c5edeca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT\n \"sulphates\",\n AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"sulphates\" AS REAL);","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"sulphates\" and measure_col=\"residual sugar\". Casted the measure and ordering key to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35c58bff7139c40533ccda1dfbc3e6a16725bf62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:29.089851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:31.602153Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:41.220249Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e1ba8b95c1f278f3a1309fb475b2e5697cd70a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.27", "avg_measure": 6.434615384615385, "support": 13}, {"sulphates": "0.28", "avg_measure": 3.2576923076923077, "support": 13}, {"sulphates": "0.29", "avg_measure": 7.296875, "support": 16}, {"sulphates": "0.3", "avg_measure": 6.748387096774193, "support": 31}, {"sulphates": "0.31", "avg_measure": 5.3671428571428565, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59eab4ae8ae8b1f474e14ca1f2991f35dbd880a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_40c354fb3475c40e +-- problem_id: v2p_n3_ce422d7ea4240450 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sulphates", + AVG(CAST("residual sugar" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY CAST("sulphates" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2bf06a3953ccfca022fa225b4e7254591d81313 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/query_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_support_guarded_group_avg\nSELECT\n \"sulphates\",\n AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure,\n COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"sulphates\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT\\n \\\"sulphates\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure,\\n COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 6.434615384615385, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 3.2576923076923077, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 7.296875, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 6.748387096774193, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 5.3671428571428565, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 4.622222222222222, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 5.239830508474576, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 6.120833333333333, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 6.82764705882353, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 6.2804166666666665, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 6.333720930232558, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 6.867990654205608, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 5.9341059602649, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 5.636607142857143, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 6.627338129496403, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 6.2229281767955795, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 6.541925465838509, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 6.878703703703703, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 6.55308988764045, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 6.955777777777778, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 6.324127906976744, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 6.476256983240224, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 7.229216867469879, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 8.137951807228916, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 6.615, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 6.346474358974358, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 6.8970370370370375, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 6.094910179640719, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 5.538725490196079, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 6.609259259259259, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 6.30843373493976, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 6.348484848484849, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 6.304639175257732, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 6.230681818181818, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 6.435555555555556, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 4.538970588235294, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 6.320833333333333, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 5.447014925373134, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 4.935714285714285, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 5.290277777777778, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 7.83, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 5.096590909090909, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 7.203333333333333, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 4.512962962962963, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 5.199999999999999, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 4.621212121212121, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 3.8375, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 3.4947368421052634, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 7.125, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 5.563157894736842, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0b6cf3e68d7cd6a0ed388442d7de60b1a2e321d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:42:28.815623+00:00", + "ended_at": "2026-05-04T07:42:41.701328+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_40c354fb3475c40e", + "problem_id": "v2p_n3_ce422d7ea4240450", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_40c354fb3475c40e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_40c354fb3475c40e", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 181, + "total_tokens": 22519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12847.09, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_40c354fb3475c40e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9efa68c87016cae4cd64750624fb6ebdd014b202 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:41.685357+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12847.09, "started_at": "2026-05-04T07:42:28.820226+00:00", "ended_at": "2026-05-04T07:42:41.669451+00:00", "prompt_metrics": {"chars": 7825, "bytes_utf8": 7825, "lines": 240, "estimated_tokens": 2249}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22338, "cached_input_tokens": 20864, "output_tokens": 181}, "stderr_preview": "2026-05-04T07:42:29.089851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:31.602153Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"residual sugar\\\". Casted the measure and ordering key to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0711d00f71fc290bc03a2ecf65560836ebf2b47a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_40c354fb3475c40e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_40c354fb3475c40e", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 181, + "total_tokens": 22519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12847.09, + "sql_execution_elapsed_ms_total": 4.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_40c354fb3475c40e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba14127ed5a38cf298b3c798a076433471591f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7771, "bytes_utf8": 7771, "lines": 240, "estimated_tokens": 2244}} +{"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": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22333, "cached_input_tokens": 19840, "output_tokens": 105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f44b0ebd9b407b2a27252976a3127db28b87a6ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4157a96449d9472a", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 105, + "total_tokens": 22438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2345, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12493.34, + "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_c\\n3\\artifacts\\v2q_n3_4157a96449d9472a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0a72dd8d354920c90548056bd13d4dadbc1e40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/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": "2026-05-04T07:52:23.924197+00:00", + "ended_at": "2026-05-04T07:52:36.417996+00:00", + "elapsed_ms": 12493.34, + "prompt_metrics": { + "chars": 7771, + "bytes_utf8": 7771, + "lines": 240, + "estimated_tokens": 2244 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 369, + "bytes_utf8": 369, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 105 + } + }, + "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_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..020efb5a4534a1df608a1186940d21f0957f8b7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b88a86ae779273f335ab2ff21b9b8578278e9687 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-5afd-7830-a039-40a29d0a08ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"sulphates\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Two-Dimensional Top-k Count template with bound roles group_col=\\\"sulphates\\\" and group_col_2=\\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":19840,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7de760f8a07de2778238865ef0ce6356f7c061e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"sulphates\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Two-Dimensional Top-k Count template with bound roles group_col=\"sulphates\" and group_col_2=\"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1982e8296bfb0ba07ea03db4a58ee713b1a8abef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:24.180224Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:26.589481Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:35.602232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..174b04d8e61ab2b4d5aad0bbab8bc3a03a7123e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality. +Result preview: [{"sulphates": "0.5", "quality": "6", "support": 121}, {"sulphates": "0.38", "quality": "6", "support": 94}, {"sulphates": "0.46", "quality": "6", "support": 94}, {"sulphates": "0.5", "quality": "5", "support": 92}, {"sulphates": "0.42", "quality": "6", "support": 90}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec1023696564a73868350470f64871b35a6c23b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_4157a96449d9472a +-- problem_id: v2p_n3_deda65579364398c +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3e66e2ec243cabe0a733ffd3fb1a0b91f513717 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/query_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_two_dimensional_topk_count\nSELECT \"sulphates\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"sulphates\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"sulphates\", \"quality\", \"support\"], \"rows\": [{\"sulphates\": \"0.5\", \"quality\": \"6\", \"support\": 121}, {\"sulphates\": \"0.38\", \"quality\": \"6\", \"support\": 94}, {\"sulphates\": \"0.46\", \"quality\": \"6\", \"support\": 94}, {\"sulphates\": \"0.5\", \"quality\": \"5\", \"support\": 92}, {\"sulphates\": \"0.42\", \"quality\": \"6\", \"support\": 90}, {\"sulphates\": \"0.44\", \"quality\": \"6\", \"support\": 85}, {\"sulphates\": \"0.45\", \"quality\": \"6\", \"support\": 85}, {\"sulphates\": \"0.46\", \"quality\": \"5\", \"support\": 85}, {\"sulphates\": \"0.54\", \"quality\": \"6\", \"support\": 83}, {\"sulphates\": \"0.47\", \"quality\": \"6\", \"support\": 75}, {\"sulphates\": \"0.4\", \"quality\": \"6\", \"support\": 74}, {\"sulphates\": \"0.53\", \"quality\": \"6\", \"support\": 72}, {\"sulphates\": \"0.48\", \"quality\": \"5\", \"support\": 71}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30c779a98a475272a07dd95e06c2792921e33e87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:52:23.922050+00:00", + "ended_at": "2026-05-04T07:52:36.448346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4157a96449d9472a", + "problem_id": "v2p_n3_deda65579364398c", + "dataset_id": "n3", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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 {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\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=1/1", + "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_c\\n3\\sql\\v2q_n3_4157a96449d9472a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4157a96449d9472a", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 105, + "total_tokens": 22438, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2345, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12493.34, + "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_c\\n3\\artifacts\\v2q_n3_4157a96449d9472a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce7f5ffa5740a1b9426d78ce50caf83761f1bd09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4157a96449d9472a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:36.436046+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12493.34, "started_at": "2026-05-04T07:52:23.924197+00:00", "ended_at": "2026-05-04T07:52:36.417996+00:00", "prompt_metrics": {"chars": 7771, "bytes_utf8": 7771, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22333, "cached_input_tokens": 19840, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:52:24.180224Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:26.589481Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=chlorides, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "chlorides", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0998b7a88135d4f309be178f25f7836d13ef7e2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-0ee3-74e1-a312-b851770cfaf1"} +{"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 \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile per \\\"fixed acidity\\\" group after filtering rows where \\\"quality\\\" = '5'. Cast \\\"chlorides\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22404,"cached_input_tokens":20864,"output_tokens":573}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ec509d62dc833104e84403f6207119eb9b5033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"chlorides\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile per \"fixed acidity\" group after filtering rows where \"quality\" = '5'. Cast \"chlorides\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9fbdbd73c0a7a7e2ea497a731afc60c5d6e00b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:27.694831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:30.112783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:45.937927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a82acdef070e1487f73582d070c2ca6efcbe10dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/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=fixed acidity, measure_col=chlorides, condition_col=quality. +Result preview: [{"fixed acidity": "8", "conditional_percentile": 0.168}, {"fixed acidity": "9", "conditional_percentile": 0.102}, {"fixed acidity": "6.2", "conditional_percentile": 0.093}, {"fixed acidity": "7.6", "conditional_percentile": 0.084}, {"fixed acidity": "6", "conditional_percentile": 0.08}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..731894ea626ba6667e984a2ac525f0b5b5699fff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_41b16b9c81829e16 +-- problem_id: v2p_n3_61e929d39945d667 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("chlorides" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "chlorides" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + "measure_col" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..987edb2c6a5bd03a001ec4381e0f43ef4a086236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/query_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 \"fixed acidity\" AS \"group_col\",\n CAST(\"chlorides\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"group_col\"\n ORDER BY \"measure_col\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"group_col\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"group_col\\\"\\n ORDER BY \\\"measure_col\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"group_col\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"8\", \"conditional_percentile\": 0.168}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.102}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.093}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.084}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.08}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.078}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.07}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.07}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.069}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.069}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.069}, {\"fixed acidity\": \"4.9\", \"conditional_percentile\": 0.068}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.068}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.066}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.066}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.065}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.065}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.064}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.064}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.063}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.063}, {\"fixed acidity\": \"9.4\", \"conditional_percentile\": 0.063}, {\"fixed acidity\": \"9.1\", \"conditional_percentile\": 0.062}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.06}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.058}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.057}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.057}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.057}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.057}, {\"fixed acidity\": \"8.9\", \"conditional_percentile\": 0.056}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.054}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.054}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.054}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.054}, {\"fixed acidity\": \"4.6\", \"conditional_percentile\": 0.053}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.053}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.053}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.052}, {\"fixed acidity\": \"9.3\", \"conditional_percentile\": 0.052}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.051}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.051}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.05}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.049}, {\"fixed acidity\": \"9.7\", \"conditional_percentile\": 0.049}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.046}, {\"fixed acidity\": \"9.8\", \"conditional_percentile\": 0.046}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.045}, {\"fixed acidity\": \"9.6\", \"conditional_percentile\": 0.044}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.043}, {\"fixed acidity\": \"10.3\", \"conditional_percentile\": 0.042}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d29ac1ea1d8b2e524fe1516ed873238935270e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:08:27.471841+00:00", + "ended_at": "2026-05-04T08:08:46.858205+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_41b16b9c81829e16", + "problem_id": "v2p_n3_61e929d39945d667", + "dataset_id": "n3", + "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=fixed acidity, measure_col=chlorides, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "chlorides", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_41b16b9c81829e16.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_41b16b9c81829e16", + "api_calls": 0, + "input_tokens": 22404, + "cached_input_tokens": 20864, + "output_tokens": 573, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2313, + "estimated_output_tokens": 290, + "estimated_total_tokens": 2603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19347.71, + "sql_execution_elapsed_ms_total": 7.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_41b16b9c81829e16\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3b04b1ffef1b6db6fb85797d31f889d40669e71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_41b16b9c81829e16/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:46.841651+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19347.71, "started_at": "2026-05-04T08:08:27.474376+00:00", "ended_at": "2026-05-04T08:08:46.816928+00:00", "prompt_metrics": {"chars": 8180, "bytes_utf8": 8180, "lines": 245, "estimated_tokens": 2313}, "response_metrics": {"chars": 1027, "bytes_utf8": 1027, "lines": 1, "estimated_tokens": 290}, "usage": {"input_tokens": 22404, "cached_input_tokens": 20864, "output_tokens": 573}, "stderr_preview": "2026-05-04T08:08:27.694831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:30.112783Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c63951347117fcf17c17d6032ae208930d931b1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-5065-78e2-9a4e-6c6b5088145c"} +{"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(\\\"free sulfur dioxide\\\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"free sulfur dioxide\\\" and threshold fixed at 46.0. Cast to REAL for correct numeric comparison because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22281,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67902a8659e34bc0ef3467ab9de31b5254d21228 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"free sulfur dioxide\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"free sulfur dioxide\" and threshold fixed at 46.0. Cast to REAL for correct numeric comparison because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38c5a76a69114f48497877b0cbaf8445664ee02b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:34.270660Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:36.711487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:43.796810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d99267b0611c7bef9741976ac9ddbaa2c9771823 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/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=free sulfur dioxide. +Result preview: [{"empirical_cdf_at_threshold": 0.759493670886076}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b978d0ada5b68ec08818a5a930ec63617f481e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_4312d152f0bcf57c +-- problem_id: v2p_n3_ce50432f605bb990 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("free sulfur dioxide" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09e8e6def6ff2da8ba3f88ac68fac5a000701da4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/query_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(\"free sulfur dioxide\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"free sulfur dioxide\\\" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.759493670886076}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..442a25c6956bd1fcaad2bfa8225a81e2f3ab1fc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:18:34.084585+00:00", + "ended_at": "2026-05-04T08:18:44.660142+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4312d152f0bcf57c", + "problem_id": "v2p_n3_ce50432f605bb990", + "dataset_id": "n3", + "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=free sulfur dioxide.", + "bindings": { + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=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_c\\n3\\sql\\v2q_n3_4312d152f0bcf57c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4312d152f0bcf57c", + "api_calls": 0, + "input_tokens": 22281, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 22398, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2192, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2293, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10546.86, + "sql_execution_elapsed_ms_total": 1.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_4312d152f0bcf57c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4961651b102054a4ff31462eaac46c856d235500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4312d152f0bcf57c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:44.652250+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10546.86, "started_at": "2026-05-04T08:18:34.087398+00:00", "ended_at": "2026-05-04T08:18:44.634241+00:00", "prompt_metrics": {"chars": 7626, "bytes_utf8": 7626, "lines": 238, "estimated_tokens": 2192}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22281, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:18:34.270660Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:36.711487Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7745d84b985d15765c51b627e4208366500a6861 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-70cd-7c32-9387-eccd02fced0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col and measure_col both bound to \\\"sulphates\\\". Casted \\\"sulphates\\\" to REAL for AVG because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85e1cd4529e19dc1e3f1d775c4e6769317107cc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Used the provided Support-Guarded Group Average template with group_col and measure_col both bound to \"sulphates\". Casted \"sulphates\" to REAL for AVG because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fb1d4cf19972122220d6102ade30694d6826dce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T07:45:56.497789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:59.648599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cab76f088e7e3b9abdb3a7c305746115302ffab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "0.27", "avg_measure": 0.27, "support": 13}, {"sulphates": "0.28", "avg_measure": 0.28, "support": 13}, {"sulphates": "0.29", "avg_measure": 0.29, "support": 16}, {"sulphates": "0.3", "avg_measure": 0.3, "support": 31}, {"sulphates": "0.31", "avg_measure": 0.31, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb4d617aff7e0fb5881716bc597bf9a7ff1c848d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_432891d0940a2e07 +-- problem_id: v2p_n3_b0e454d4be1dc217 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0a1d726dad870c36cb7fd50b331540834eb3fd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/query_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_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 0.27, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.28, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.29, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.3, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 0.31, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.32, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.33, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.34, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.35, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.36, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 0.37, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.38000000000000006, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.39, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.4, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.41, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.42, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.43000000000000005, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.44, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.45000000000000007, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.46, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.4699999999999999, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.48, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.49000000000000005, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.5, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.51, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..927829dd58e9522ddd2824343370bc801847407e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:45:56.265305+00:00", + "ended_at": "2026-05-04T07:46:09.570127+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_432891d0940a2e07", + "problem_id": "v2p_n3_b0e454d4be1dc217", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_432891d0940a2e07.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_432891d0940a2e07", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2376, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13274.2, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_432891d0940a2e07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..181c1f09611e1edbb30413d5d40fa7e8f2038253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:09.558762+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13274.2, "started_at": "2026-05-04T07:45:56.272083+00:00", "ended_at": "2026-05-04T07:46:09.547434+00:00", "prompt_metrics": {"chars": 7820, "bytes_utf8": 7820, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22339, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:45:56.497789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:59.648599Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col and measure_col both bound to \\\"sulphates\\\". Casted \\\"sulphates\\\" to REAL for AVG because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c48a6993af15fadc2e5da79e317a310b3ab81329 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_432891d0940a2e07/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_432891d0940a2e07", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2376, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13274.2, + "sql_execution_elapsed_ms_total": 3.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_432891d0940a2e07\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc76260fcd33ba9ef1ceafaefe7605775c0f57d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.5", "support": 249, "support_share": 0.05083707635769702, "cumulative_support": 249}, {"value_label": "0.46", "support": 225, "support_share": 0.045937117190690074, "cumulative_support": 474}, {"value_label": "0.44", "support": 216, "support_share": 0.04409963250306247, "cumulative_support": 690}, {"value_label": "0.38", "support": 214, "support_share": 0.043691302572478566, "cumulative_support": 904}, {"value_label": "0.42", "support": 181, "support_share": 0.03695385871784402, "cumulative_support": 1085}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8207071091b4845a24bebf4fc0e1eac9d23f911 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_435e10956045a022 +-- problem_id: v2p_n3_13035c505213a470 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +), 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_c/n3/artifacts/v2q_n3_435e10956045a022/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b34eb245d9709ca75e5b7feffae0aff32a81c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/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_c\n-- sql_source_dataset_id: n3\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_n3_435e10956045a022\n-- problem_id: v2p_n3_13035c505213a470\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"sulphates\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"sulphates\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_435e10956045a022\\n-- problem_id: v2p_n3_13035c505213a470\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\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\": \"0.5\", \"support\": 249, \"support_share\": 0.05083707635769702, \"cumulative_support\": 249}, {\"value_label\": \"0.46\", \"support\": 225, \"support_share\": 0.045937117190690074, \"cumulative_support\": 474}, {\"value_label\": \"0.44\", \"support\": 216, \"support_share\": 0.04409963250306247, \"cumulative_support\": 690}, {\"value_label\": \"0.38\", \"support\": 214, \"support_share\": 0.043691302572478566, \"cumulative_support\": 904}, {\"value_label\": \"0.42\", \"support\": 181, \"support_share\": 0.03695385871784402, \"cumulative_support\": 1085}, {\"value_label\": \"0.48\", \"support\": 179, \"support_share\": 0.036545528787260105, \"cumulative_support\": 1264}, {\"value_label\": \"0.45\", \"support\": 178, \"support_share\": 0.03634136382196815, \"cumulative_support\": 1442}, {\"value_label\": \"0.47\", \"support\": 172, \"support_share\": 0.03511637403021641, \"cumulative_support\": 1614}, {\"value_label\": \"0.4\", \"support\": 168, \"support_share\": 0.03429971416904859, \"cumulative_support\": 1782}, {\"value_label\": \"0.54\", \"support\": 167, \"support_share\": 0.03409554920375663, \"cumulative_support\": 1949}, {\"value_label\": \"0.49\", \"support\": 166, \"support_share\": 0.03389138423846468, \"cumulative_support\": 2115}, {\"value_label\": \"0.43\", \"support\": 161, \"support_share\": 0.0328705594120049, \"cumulative_support\": 2276}, {\"value_label\": \"0.52\", \"support\": 156, \"support_share\": 0.031849734585545124, \"cumulative_support\": 2432}, {\"value_label\": \"0.39\", \"support\": 151, \"support_share\": 0.03082890975908534, \"cumulative_support\": 2583}, {\"value_label\": \"0.51\", \"support\": 140, \"support_share\": 0.028583095140873826, \"cumulative_support\": 2723}, {\"value_label\": \"0.41\", \"support\": 139, \"support_share\": 0.02837893017558187, \"cumulative_support\": 2862}, {\"value_label\": \"0.53\", \"support\": 135, \"support_share\": 0.027562270314414047, \"cumulative_support\": 2997}, {\"value_label\": \"0.37\", \"support\": 129, \"support_share\": 0.02633728052266231, \"cumulative_support\": 3126}, {\"value_label\": \"0.36\", \"support\": 120, \"support_share\": 0.02449979583503471, \"cumulative_support\": 3246}, {\"value_label\": \"0.56\", \"support\": 108, \"support_share\": 0.022049816251531237, \"cumulative_support\": 3354}, {\"value_label\": \"0.55\", \"support\": 102, \"support_share\": 0.0208248264597795, \"cumulative_support\": 3456}, {\"value_label\": \"0.58\", \"support\": 99, \"support_share\": 0.020212331563903636, \"cumulative_support\": 3555}, {\"value_label\": \"0.59\", \"support\": 97, \"support_share\": 0.01980400163331972, \"cumulative_support\": 3652}, {\"value_label\": \"0.6\", \"support\": 88, \"support_share\": 0.01796651694569212, \"cumulative_support\": 3740}, {\"value_label\": \"0.35\", \"support\": 85, \"support_share\": 0.017354022049816252, \"cumulative_support\": 3825}, {\"value_label\": \"0.34\", \"support\": 84, \"support_share\": 0.017149857084524295, \"cumulative_support\": 3909}, {\"value_label\": \"0.57\", \"support\": 83, \"support_share\": 0.01694569211923234, \"cumulative_support\": 3992}, {\"value_label\": \"0.62\", \"support\": 68, \"support_share\": 0.013883217639853002, \"cumulative_support\": 4060}, {\"value_label\": \"0.64\", \"support\": 67, \"support_share\": 0.013679052674561045, \"cumulative_support\": 4127}, {\"value_label\": \"0.33\", \"support\": 59, \"support_share\": 0.012045732952225397, \"cumulative_support\": 4186}, {\"value_label\": \"0.32\", \"support\": 54, \"support_share\": 0.011024908125765618, \"cumulative_support\": 4240}, {\"value_label\": \"0.63\", \"support\": 48, \"support_share\": 0.009799918334013884, \"cumulative_support\": 4288}, {\"value_label\": \"0.61\", \"support\": 45, \"support_share\": 0.009187423438138016, \"cumulative_support\": 4333}, {\"value_label\": \"0.68\", \"support\": 44, \"support_share\": 0.00898325847284606, \"cumulative_support\": 4377}, {\"value_label\": \"0.66\", \"support\": 36, \"support_share\": 0.007349938750510413, \"cumulative_support\": 4413}, {\"value_label\": \"0.31\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4448}, {\"value_label\": \"0.67\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4483}, {\"value_label\": \"0.72\", \"support\": 33, \"support_share\": 0.006737443854634545, \"cumulative_support\": 4516}, {\"value_label\": \"0.3\", \"support\": 31, \"support_share\": 0.006329113924050633, \"cumulative_support\": 4547}, {\"value_label\": \"0.69\", \"support\": 30, \"support_share\": 0.006124948958758677, \"cumulative_support\": 4577}, {\"value_label\": \"0.65\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4605}, {\"value_label\": \"0.7\", \"support\": 27, \"support_share\": 0.005512454062882809, \"cumulative_support\": 4632}, {\"value_label\": \"0.75\", \"support\": 22, \"support_share\": 0.00449162923642303, \"cumulative_support\": 4654}, {\"value_label\": \"0.74\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"cumulative_support\": 4673}, {\"value_label\": \"0.76\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"cumulative_support\": 4692}, {\"value_label\": \"0.78\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"cumulative_support\": 4711}, {\"value_label\": \"0.71\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"cumulative_support\": 4729}, {\"value_label\": \"0.29\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4745}, {\"value_label\": \"0.77\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4761}, {\"value_label\": \"0.79\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4777}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e68a32252469458ed61997b092aa069e13c07377 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.326756+00:00", + "ended_at": "2026-05-04T08:19:07.338533+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_435e10956045a022", + "problem_id": "v2p_n3_13035c505213a470", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates" + }, + "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_c\\n3\\sql\\v2q_n3_435e10956045a022.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_c/n3/artifacts/v2q_n3_435e10956045a022/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_435e10956045a022/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_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67bda4b16e3c13fc8d1bd16948bfd71497238b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7866, "bytes_utf8": 7866, "lines": 242, "estimated_tokens": 2250}} +{"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": 22339, "cached_input_tokens": 19840, "output_tokens": 179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b428f08e9818a676410cd04fdeafe7190fbc2de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_43dd1390072035dc", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2354, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12132.84, + "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_c\\n3\\artifacts\\v2q_n3_43dd1390072035dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2a46799de2ae2e668318f53cc878a1c33b4ae122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/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": "2026-05-04T07:40:06.267781+00:00", + "ended_at": "2026-05-04T07:40:18.400738+00:00", + "elapsed_ms": 12132.84, + "prompt_metrics": { + "chars": 7866, + "bytes_utf8": 7866, + "lines": 242, + "estimated_tokens": 2250 + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22339, + "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_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fec19e9bd13c0a084caf279dfef1ed3c9f61261 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 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 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_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8844f99487d1a4452e32da8ea0b5be3cf6ce252 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-1992-7110-85f2-e56e88db636b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Applied the planned filtered top-k group count template with group_col=\\\"fixed acidity\\\" and predicate on \\\"density\\\". Cast \\\"density\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d7764bb3f7981463fbbc02f358ec7e7ccb720c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 15;","notes":"Applied the planned filtered top-k group count template with group_col=\"fixed acidity\" and predicate on \"density\". Cast \"density\" 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_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e824728a99f26349844de75cd4c0441a8ff3ef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:06.480829Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:08.811083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:17.316685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76c314078baf705f5331f3ebcad8d994e63b757b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/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=fixed acidity. +Result preview: [{"fixed acidity": "7.4", "support": 92}, {"fixed acidity": "6.8", "support": 84}, {"fixed acidity": "7.2", "support": 78}, {"fixed acidity": "6.6", "support": 78}, {"fixed acidity": "7.3", "support": 74}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5e4eb394881b9804118cdbe7bfc459479225198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_43dd1390072035dc +-- problem_id: v2p_n3_677bea9c94b76dc2 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aded48b1aa7b5ba148d3237210d024c095da6dbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/query_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 \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"fixed acidity\", \"support\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"support\": 92}, {\"fixed acidity\": \"6.8\", \"support\": 84}, {\"fixed acidity\": \"7.2\", \"support\": 78}, {\"fixed acidity\": \"6.6\", \"support\": 78}, {\"fixed acidity\": \"7.3\", \"support\": 74}, {\"fixed acidity\": \"7.6\", \"support\": 62}, {\"fixed acidity\": \"7.1\", \"support\": 59}, {\"fixed acidity\": \"6.9\", \"support\": 59}, {\"fixed acidity\": \"6.5\", \"support\": 58}, {\"fixed acidity\": \"6.7\", \"support\": 57}, {\"fixed acidity\": \"7.5\", \"support\": 53}, {\"fixed acidity\": \"7\", \"support\": 52}, {\"fixed acidity\": \"6.4\", \"support\": 45}, {\"fixed acidity\": \"6.2\", \"support\": 44}, {\"fixed acidity\": \"6.3\", \"support\": 36}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7272d91459c8c614cb390e69baae55aa961a86f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:40:06.264764+00:00", + "ended_at": "2026-05-04T07:40:18.428754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_43dd1390072035dc", + "problem_id": "v2p_n3_677bea9c94b76dc2", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 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", + "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_c\\n3\\sql\\v2q_n3_43dd1390072035dc.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_43dd1390072035dc", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2354, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12132.84, + "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_c\\n3\\artifacts\\v2q_n3_43dd1390072035dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a851b4f271254e8576635d6e5a07eff6570d1f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:18.418900+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12132.84, "started_at": "2026-05-04T07:40:06.267781+00:00", "ended_at": "2026-05-04T07:40:18.400738+00:00", "prompt_metrics": {"chars": 7866, "bytes_utf8": 7866, "lines": 242, "estimated_tokens": 2250}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22339, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:40:06.480829Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:08.811083Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9961\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Applied the planned filtered top-k group count template with group_col=\\\"fixed acidity\\\" and predicate on \\\"density\\\". Cast \\\"density\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4df1d42bdb082dcff65d2427a10a2100cba077dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_43dd1390072035dc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_43dd1390072035dc", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 22518, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2354, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12132.84, + "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_c\\n3\\artifacts\\v2q_n3_43dd1390072035dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9b8f9d25b35838c3a9c288399ef76e88958f6a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_tokens": 2212}} +{"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": 96}, "usage": {"input_tokens": 22303, "cached_input_tokens": 19840, "output_tokens": 167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0f11bcd0f5a93e962e95074f4978ccc4e95c443e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_443243500ab24fe6", + "api_calls": 0, + "input_tokens": 22303, + "cached_input_tokens": 19840, + "output_tokens": 167, + "total_tokens": 22470, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2212, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2308, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14735.38, + "sql_execution_elapsed_ms_total": 13.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_443243500ab24fe6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7bd9badb71dfbd74ef4c9b8eb4af01c71b086d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/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": "2026-05-04T08:02:18.509536+00:00", + "ended_at": "2026-05-04T08:02:33.245144+00:00", + "elapsed_ms": 14735.38, + "prompt_metrics": { + "chars": 7773, + "bytes_utf8": 7773, + "lines": 240, + "estimated_tokens": 2212 + }, + "stdout_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22303, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec902f42dfc2760b2ed72d4683b7a70cda266db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49cf8c5457f2b9f896fc37721281412770cef43d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-6d80-7850-9035-f2904cf17d3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col and measure_col both bound to \\\"fixed acidity\\\". CAST to REAL is needed because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22303,"cached_input_tokens":19840,"output_tokens":167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea2413f87737625de29937f5161c17c7ead92d3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"fixed acidity\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col and measure_col both bound to \"fixed acidity\". CAST to REAL is needed 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_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee1a9ee5316e047e368e32c2d94a3bc7dfe00fc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:18.698338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:21.166504Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:32.370641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7374ea9606e353dea7bc4dfbb59801e68a310906 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/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=fixed acidity, measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "avg_measure": 14.2}, {"fixed acidity": "11.8", "avg_measure": 11.8}, {"fixed acidity": "10.7", "avg_measure": 10.7}, {"fixed acidity": "10.3", "avg_measure": 10.3}, {"fixed acidity": "10.2", "avg_measure": 10.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f1231433e4886e9606ef16441ebe851c7f72059 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_443243500ab24fe6 +-- problem_id: v2p_n3_0904a099e8346cda +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("fixed acidity" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e64d6d4e34feba15bbbd00f249417674b94a2d2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/query_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 \"fixed acidity\",\n AVG(CAST(\"fixed acidity\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"avg_measure\": 14.2}, {\"fixed acidity\": \"11.8\", \"avg_measure\": 11.8}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 10.7}, {\"fixed acidity\": \"10.3\", \"avg_measure\": 10.3}, {\"fixed acidity\": \"10.2\", \"avg_measure\": 10.2}, {\"fixed acidity\": \"10\", \"avg_measure\": 10.0}, {\"fixed acidity\": \"9.9\", \"avg_measure\": 9.9}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 9.8}, {\"fixed acidity\": \"9.7\", \"avg_measure\": 9.7}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"9.5\", \"avg_measure\": 9.5}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 9.3}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 8.5}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 8.4}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 8.3}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 8.1}, {\"fixed acidity\": \"8\", \"avg_measure\": 8.0}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 7.9}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 7.8}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 7.7}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 7.6}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 7.5}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 7.4}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 7.299999999999999}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 7.2}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 7.15}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 7.1}, {\"fixed acidity\": \"7\", \"avg_measure\": 7.0}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 6.9}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 6.800000000000001}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 6.7}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 6.6}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 6.5}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 6.45}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 6.4}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 6.299999999999999}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 6.2}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 6.15}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 6.1}, {\"fixed acidity\": \"6\", \"avg_measure\": 6.0}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 5.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1a59115bbc5583245aadfaca0fca3773f7f4f84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:02:18.506586+00:00", + "ended_at": "2026-05-04T08:02:33.287485+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_443243500ab24fe6", + "problem_id": "v2p_n3_0904a099e8346cda", + "dataset_id": "n3", + "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=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_443243500ab24fe6.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_443243500ab24fe6", + "api_calls": 0, + "input_tokens": 22303, + "cached_input_tokens": 19840, + "output_tokens": 167, + "total_tokens": 22470, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2212, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2308, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14735.38, + "sql_execution_elapsed_ms_total": 13.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_443243500ab24fe6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbaaa440da187136d1df3f9e5528b8118e744336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_443243500ab24fe6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:33.266056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14735.38, "started_at": "2026-05-04T08:02:18.509536+00:00", "ended_at": "2026-05-04T08:02:33.245144+00:00", "prompt_metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_tokens": 2212}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22303, "cached_input_tokens": 19840, "output_tokens": 167}, "stderr_preview": "2026-05-04T08:02:18.698338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:21.166504Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..76a038e90494c461f76b9b6f0cac5e86299ad637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-3e6b-7231-9c48-8237786df9f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", and target_col=\\\"quality\\\". Since \\\"quality\\\" is both a grouping column and the target, target_rate will be 1 for groups where quality='5' and 0 otherwise.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22391,"cached_input_tokens":19840,"output_tokens":324}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3256c948a0864e5600ac491a6528d38c04d68b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC\nLIMIT 14;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"quality\", and target_col=\"quality\". Since \"quality\" is both a grouping column and the target, target_rate will be 1 for groups where quality='5' and 0 otherwise."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38daa441303fccb40cc1597209007d0d214701c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:27.893719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:30.297270Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:43.175380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e99517a712f56479a1c3310343f52a820ad923 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.5", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.6", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.7", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.8", "quality": "5", "target_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..33758cb63d7f89db1ac8470cafcb937330d85381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_4439a5b6ab20f859 +-- problem_id: v2p_n3_11b4dddeab639da2 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76ef7f6654583630980ebd8d23164cffe3a02fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC\\nLIMIT 14;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"quality\": \"5\", \"target_rate\": 1.0}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b423af80a59d9450aa3779fc4d0a0891ed50e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:54:27.663401+00:00", + "ended_at": "2026-05-04T07:54:43.722408+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4439a5b6ab20f859", + "problem_id": "v2p_n3_11b4dddeab639da2", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_4439a5b6ab20f859.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4439a5b6ab20f859", + "api_calls": 0, + "input_tokens": 22391, + "cached_input_tokens": 19840, + "output_tokens": 324, + "total_tokens": 22715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2300, + "estimated_output_tokens": 140, + "estimated_total_tokens": 2440, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16024.84, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_4439a5b6ab20f859\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab1ba68947a80ffc2c8036cbc442505ad7720631 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4439a5b6ab20f859/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:43.710246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16024.84, "started_at": "2026-05-04T07:54:27.667556+00:00", "ended_at": "2026-05-04T07:54:43.691733+00:00", "prompt_metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 243, "estimated_tokens": 2300}, "response_metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 22391, "cached_input_tokens": 19840, "output_tokens": 324}, "stderr_preview": "2026-05-04T07:54:27.893719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:30.297270Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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})\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_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82baff3840f1c1ca4a31f022ca298d3620075d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-dea8-7373-beec-f59dc5cd7b57"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sulphates\\\" ORDER BY \\\"alcohol_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MAX(\\\"alcohol_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"sulphates\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per \\\"sulphates\\\" group for rows where \\\"quality\\\" = '6' by taking the smallest ordered value at or above the 90th-percentile rank using window functions.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22406,"cached_input_tokens":20864,"output_tokens":373}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b22b03e316626b5987c2af31bd42dab0b22910ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"sulphates\",\n \"alcohol_value\",\n ROW_NUMBER() OVER (PARTITION BY \"sulphates\" ORDER BY \"alcohol_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n MAX(\"alcohol_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"sulphates\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per \"sulphates\" group for rows where \"quality\" = '6' by taking the smallest ordered value at or above the 90th-percentile rank using window functions."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5132f83cd7f95e5ebb732d8543c42e1517b6c2eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:58.707459Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:01.180639Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:14.384987Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..925f106b71835ed0c420eb4e544f96f840fa185c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/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=sulphates, measure_col=alcohol, condition_col=quality. +Result preview: [{"sulphates": "0.45", "conditional_percentile": 14.0}, {"sulphates": "0.92", "conditional_percentile": 13.8}, {"sulphates": "0.54", "conditional_percentile": 13.8}, {"sulphates": "0.46", "conditional_percentile": 13.6}, {"sulphates": "0.41", "conditional_percentile": 13.6}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0528c4f8749c370e319e51602c661436d892f612 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_456347f7d06f4737 +-- problem_id: v2p_n3_e306595f1ad04a8f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("alcohol" AS REAL) AS "alcohol_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "alcohol" IS NOT NULL +), "ranked" AS ( + SELECT + "sulphates", + "alcohol_value", + ROW_NUMBER() OVER (PARTITION BY "sulphates" ORDER BY "alcohol_value") AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + MAX("alcohol_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +GROUP BY "sulphates" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf36ba9700ece4c208e39cb89b9b84c981e4fe39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/query_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 \"sulphates\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"sulphates\",\n \"alcohol_value\",\n ROW_NUMBER() OVER (PARTITION BY \"sulphates\" ORDER BY \"alcohol_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n MAX(\"alcohol_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"sulphates\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sulphates\\\" ORDER BY \\\"alcohol_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MAX(\\\"alcohol_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"sulphates\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.45\", \"conditional_percentile\": 14.0}, {\"sulphates\": \"0.92\", \"conditional_percentile\": 13.8}, {\"sulphates\": \"0.54\", \"conditional_percentile\": 13.8}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 13.6}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 13.6}, {\"sulphates\": \"0.27\", \"conditional_percentile\": 13.6}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 13.55}, {\"sulphates\": \"0.59\", \"conditional_percentile\": 13.4}, {\"sulphates\": \"0.56\", \"conditional_percentile\": 13.4}, {\"sulphates\": \"0.51\", \"conditional_percentile\": 13.4}, {\"sulphates\": \"0.47\", \"conditional_percentile\": 13.4}, {\"sulphates\": \"0.33\", \"conditional_percentile\": 13.4}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 13.2}, {\"sulphates\": \"0.4\", \"conditional_percentile\": 13.2}, {\"sulphates\": \"0.95\", \"conditional_percentile\": 13.1333333333333}, {\"sulphates\": \"0.73\", \"conditional_percentile\": 13.1}, {\"sulphates\": \"0.7\", \"conditional_percentile\": 13.1}, {\"sulphates\": \"0.52\", \"conditional_percentile\": 13.1}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 13.1}, {\"sulphates\": \"0.34\", \"conditional_percentile\": 13.1}, {\"sulphates\": \"0.96\", \"conditional_percentile\": 13.0}, {\"sulphates\": \"0.6\", \"conditional_percentile\": 13.0}, {\"sulphates\": \"0.38\", \"conditional_percentile\": 13.0}, {\"sulphates\": \"0.37\", \"conditional_percentile\": 13.0}, {\"sulphates\": \"0.31\", \"conditional_percentile\": 13.0}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 12.9}, {\"sulphates\": \"0.57\", \"conditional_percentile\": 12.9}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 12.9}, {\"sulphates\": \"0.74\", \"conditional_percentile\": 12.8}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 12.8}, {\"sulphates\": \"0.48\", \"conditional_percentile\": 12.8}, {\"sulphates\": \"0.58\", \"conditional_percentile\": 12.75}, {\"sulphates\": \"0.98\", \"conditional_percentile\": 12.7}, {\"sulphates\": \"0.53\", \"conditional_percentile\": 12.7}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 12.7}, {\"sulphates\": \"1\", \"conditional_percentile\": 12.6}, {\"sulphates\": \"0.71\", \"conditional_percentile\": 12.6}, {\"sulphates\": \"0.66\", \"conditional_percentile\": 12.6}, {\"sulphates\": \"0.44\", \"conditional_percentile\": 12.6}, {\"sulphates\": \"0.35\", \"conditional_percentile\": 12.6}, {\"sulphates\": \"0.78\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.72\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.68\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.67\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.65\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.36\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.3\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.28\", \"conditional_percentile\": 12.5}, {\"sulphates\": \"0.49\", \"conditional_percentile\": 12.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7df20b1edcd43a7c82372efc01e1d19b2e3616df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:04:58.533523+00:00", + "ended_at": "2026-05-04T08:05:15.307971+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_456347f7d06f4737", + "problem_id": "v2p_n3_e306595f1ad04a8f", + "dataset_id": "n3", + "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=sulphates, measure_col=alcohol, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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", + "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=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_c\\n3\\sql\\v2q_n3_456347f7d06f4737.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_456347f7d06f4737", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + "output_tokens": 373, + "total_tokens": 22779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2315, + "estimated_output_tokens": 301, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16727.62, + "sql_execution_elapsed_ms_total": 11.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_456347f7d06f4737\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05859aaf856d8b8d5744a4ae4defa2c763f3d749 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:05:15.287123+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16727.62, "started_at": "2026-05-04T08:04:58.536020+00:00", "ended_at": "2026-05-04T08:05:15.261316+00:00", "prompt_metrics": {"chars": 8163, "bytes_utf8": 8163, "lines": 245, "estimated_tokens": 2315}, "response_metrics": {"chars": 991, "bytes_utf8": 991, "lines": 1, "estimated_tokens": 301}, "usage": {"input_tokens": 22406, "cached_input_tokens": 20864, "output_tokens": 373}, "stderr_preview": "2026-05-04T08:04:58.707459Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:01.180639Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"sulphates\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per \\\"sulphates\\\" group for rows where \\\"quality\\\" = '6' by taking the smallest ordered value at or above the 90th-percentile rank using window functions.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..09f91bd45ae0a3bc20cfec4da2ca2f1d04376cfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_456347f7d06f4737/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_456347f7d06f4737", + "api_calls": 0, + "input_tokens": 22406, + "cached_input_tokens": 20864, + 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b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7589, "bytes_utf8": 7589, "lines": 238, "estimated_tokens": 2174}} +{"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": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": 75}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 210}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4222d112db737aaffa1c41a401333ffb04ccd022 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_45734759dd774286", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 210, + "total_tokens": 22475, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 75, + "estimated_total_tokens": 2249, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12687.7, + "sql_execution_elapsed_ms_total": 5.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_45734759dd774286\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d70df389c656bf5538fc0a5d891f411bc87cb6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/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": "2026-05-04T07:38:19.190693+00:00", + "ended_at": "2026-05-04T07:38:31.876870+00:00", + "elapsed_ms": 12687.7, + "prompt_metrics": { + "chars": 7589, + "bytes_utf8": 7589, + "lines": 238, + "estimated_tokens": 2174 + }, + "stdout_metrics": { + "chars": 627, + "bytes_utf8": 627, + "lines": 4, + "estimated_tokens": 177 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 307, + "bytes_utf8": 307, + "lines": 1, + "estimated_tokens": 75 + }, + "usage": { + "input_tokens": 22265, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07645959897de3f0b633393319d31ece4e016d95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12552cb257716e82a9238a405bed01a8ed2069b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-7737-7972-a9a5-d2af8b0340b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template exactly, binding group_col to \\\"fixed acidity\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22265,"cached_input_tokens":19840,"output_tokens":210}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e15093285cb0713fc7dd00f404c59b210a43b9a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template exactly, binding group_col to \"fixed acidity\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba1208cf30a7e8033190b482e18be14f870c3553 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:19.406789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:22.108098Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:30.800907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94e29bd2a0b59ce0c478ad3ad14b5e6c386651b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/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=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "row_count": 308}, {"fixed acidity": "6.6", "row_count": 290}, {"fixed acidity": "6.4", "row_count": 280}, {"fixed acidity": "6.9", "row_count": 241}, {"fixed acidity": "6.7", "row_count": 236}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9cfd425abf26cb6ad10dd67dbabbff6170a7131c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_45734759dd774286 +-- problem_id: v2p_n3_329828bde0e99a88 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3001cda2ca0b074edb7393fee3f991848d47e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/query_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 \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"fixed acidity\", \"row_count\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"row_count\": 308}, {\"fixed acidity\": \"6.6\", \"row_count\": 290}, {\"fixed acidity\": \"6.4\", \"row_count\": 280}, {\"fixed acidity\": \"6.9\", \"row_count\": 241}, {\"fixed acidity\": \"6.7\", \"row_count\": 236}, {\"fixed acidity\": \"7\", \"row_count\": 232}, {\"fixed acidity\": \"6.5\", \"row_count\": 225}, {\"fixed acidity\": \"7.2\", \"row_count\": 206}, {\"fixed acidity\": \"7.1\", \"row_count\": 200}, {\"fixed acidity\": \"7.4\", \"row_count\": 194}, {\"fixed acidity\": \"6.2\", \"row_count\": 192}, {\"fixed acidity\": \"6.3\", \"row_count\": 188}, {\"fixed acidity\": \"6\", \"row_count\": 184}, {\"fixed acidity\": \"7.3\", \"row_count\": 178}, {\"fixed acidity\": \"6.1\", \"row_count\": 155}, {\"fixed acidity\": \"7.6\", \"row_count\": 153}, {\"fixed acidity\": \"7.5\", \"row_count\": 123}, {\"fixed acidity\": \"5.8\", \"row_count\": 121}, {\"fixed acidity\": \"5.9\", \"row_count\": 103}, {\"fixed acidity\": \"7.8\", \"row_count\": 93}, {\"fixed acidity\": \"7.7\", \"row_count\": 93}, {\"fixed acidity\": \"5.7\", \"row_count\": 88}, {\"fixed acidity\": \"8\", \"row_count\": 80}, {\"fixed acidity\": \"7.9\", \"row_count\": 74}, {\"fixed acidity\": \"5.6\", \"row_count\": 71}, {\"fixed acidity\": \"8.2\", \"row_count\": 56}, {\"fixed acidity\": \"8.1\", \"row_count\": 56}, {\"fixed acidity\": \"8.3\", \"row_count\": 52}, {\"fixed acidity\": \"8.4\", \"row_count\": 35}, {\"fixed acidity\": \"8.5\", \"row_count\": 32}, {\"fixed acidity\": \"5.5\", \"row_count\": 31}, {\"fixed acidity\": \"5.4\", \"row_count\": 28}, {\"fixed acidity\": \"5.2\", \"row_count\": 28}, {\"fixed acidity\": \"5.3\", \"row_count\": 27}, {\"fixed acidity\": \"8.6\", \"row_count\": 25}, {\"fixed acidity\": \"5\", \"row_count\": 24}, {\"fixed acidity\": \"5.1\", \"row_count\": 23}, {\"fixed acidity\": \"9.2\", \"row_count\": 21}, {\"fixed acidity\": \"8.8\", \"row_count\": 18}, {\"fixed acidity\": \"9\", \"row_count\": 17}, {\"fixed acidity\": \"8.9\", \"row_count\": 16}, {\"fixed acidity\": \"8.7\", \"row_count\": 15}, {\"fixed acidity\": \"9.4\", \"row_count\": 11}, {\"fixed acidity\": \"4.8\", \"row_count\": 9}, {\"fixed acidity\": \"9.8\", \"row_count\": 8}, {\"fixed acidity\": \"4.9\", \"row_count\": 7}, {\"fixed acidity\": \"9.1\", \"row_count\": 6}, {\"fixed acidity\": \"9.6\", \"row_count\": 5}, {\"fixed acidity\": \"4.7\", \"row_count\": 5}, {\"fixed acidity\": \"9.7\", \"row_count\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69cacd0814ea8dafbfd664eda08f8d7d741482c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:38:19.187432+00:00", + "ended_at": "2026-05-04T07:38:31.944991+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_45734759dd774286", + "problem_id": "v2p_n3_329828bde0e99a88", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_45734759dd774286.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_45734759dd774286", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 210, + "total_tokens": 22475, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 75, + "estimated_total_tokens": 2249, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12687.7, + "sql_execution_elapsed_ms_total": 5.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_45734759dd774286\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9246a4dbcaea511e8da830f34ebae27f4566b31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_45734759dd774286/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:31.926963+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12687.7, "started_at": "2026-05-04T07:38:19.190693+00:00", "ended_at": "2026-05-04T07:38:31.876870+00:00", "prompt_metrics": {"chars": 7589, "bytes_utf8": 7589, "lines": 238, "estimated_tokens": 2174}, "response_metrics": {"chars": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": 75}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 210}, "stderr_preview": "2026-05-04T07:38:19.406789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:22.108098Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "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": 11.4, + "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}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe6cdb3f09310646f05a23a0db176045188077a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-eb87-78a2-b402-f75775174447"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='7'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22393,"cached_input_tokens":21888,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a2eadaca66b84b2b43471825225feb72f197034 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the required Two-Axis Target Rate Surface template with fixed bindings: group_col=\"sulphates\", group_col_2=\"quality\", target_col=\"quality\", target_value='7'. 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_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f2a09b057aeb6bb1ea8cdafd15b2192889e5fe5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:12.178885Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:14.488465Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:22.389208Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe6c3015a16972799606fe1ad3e93f2bf63ee2e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.22", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.25", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.26", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.27", "quality": "7", "target_rate": 1.0}, {"sulphates": "0.28", "quality": "7", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fdd81eaf6d02b16e1e504daadf2d7a37f2998ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_463099ee96bea89e +-- problem_id: v2p_n3_7537d8b89ecf93d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c726aad2d51a4e1995c9766e3175de06ca10a25f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/query_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_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '7' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '7' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.22\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.25\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.26\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.27\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.28\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.29\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.3\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.31\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.32\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.33\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.34\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.35\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.36\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.37\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.38\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.39\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.4\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.41\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.43\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.44\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.45\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.47\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.49\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.5\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.51\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.52\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.53\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.54\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.55\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.56\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.57\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.58\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.59\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.6\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.61\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.62\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.63\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.64\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.65\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.66\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.67\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.68\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.69\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.7\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.71\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.72\", \"quality\": \"7\", \"target_rate\": 1.0}, {\"sulphates\": \"0.73\", \"quality\": \"7\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41b36aefec6d48a1e42140b9d78644709fac9c6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:55:12.014050+00:00", + "ended_at": "2026-05-04T07:55:23.064561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_463099ee96bea89e", + "problem_id": "v2p_n3_7537d8b89ecf93d7", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "7", + "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": 11.4, + "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", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_463099ee96bea89e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_463099ee96bea89e", + "api_calls": 0, + "input_tokens": 22393, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 22539, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2302, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2432, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11018.34, + "sql_execution_elapsed_ms_total": 4.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_463099ee96bea89e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bd274aab8c8178d3aecd7edee6a6ec0fbb7f6c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_463099ee96bea89e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:23.052464+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11018.34, "started_at": "2026-05-04T07:55:12.016936+00:00", "ended_at": "2026-05-04T07:55:23.035874+00:00", "prompt_metrics": {"chars": 7959, "bytes_utf8": 7959, "lines": 243, "estimated_tokens": 2302}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22393, "cached_input_tokens": 21888, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:55:12.178885Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:14.488465Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=pH.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "predicate_col": "sulphates", + "predicate_op": ">=", + "predicate_value": 0.55, + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..451e93addabbdd18e43aba8bfa8cea187cb32063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-7643-7f40-818b-c0ec27c24f02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"pH\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"sulphates\\\" AS REAL) >= 0.55\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles group_col=\\\"quality\\\", measure_col=\\\"pH\\\", and predicate_col=\\\"sulphates\\\". Cast TEXT columns to REAL for numeric aggregation and filtering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22370,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92059c0277bb8168ab7d46c958bb472963692a6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"quality\", SUM(CAST(\"pH\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"sulphates\" AS REAL) >= 0.55\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template with bound roles group_col=\"quality\", measure_col=\"pH\", and predicate_col=\"sulphates\". Cast TEXT 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_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..327cb5c9ee8195f25ecf7d2f519a3d5e2e72fc11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:14.499817Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:17.036958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:26.237158Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0569e45d99a44fc12f2fa29321c7adfe6c79d43a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/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=quality, measure_col=pH. +Result preview: [{"quality": "6", "total_measure": 1870.08}, {"quality": "5", "total_measure": 949.72}, {"quality": "7", "total_measure": 896.85}, {"quality": "8", "total_measure": 172.85}, {"quality": "4", "total_measure": 125.15}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..881915e9f9b5f1ecc34a42173553f8454cab9c36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_47933c3a7ba00228 +-- problem_id: v2p_n3_bc4381c7502bfa8d +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("pH" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("sulphates" AS REAL) >= 0.55 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fadc0ce4a93d2e5b388f30db4cb863d2da2fbdf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/query_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 \"quality\", SUM(CAST(\"pH\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"sulphates\" AS REAL) >= 0.55\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"pH\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"sulphates\\\" AS REAL) >= 0.55\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 1870.08}, {\"quality\": \"5\", \"total_measure\": 949.72}, {\"quality\": \"7\", \"total_measure\": 896.85}, {\"quality\": \"8\", \"total_measure\": 172.85}, {\"quality\": \"4\", \"total_measure\": 125.15}, {\"quality\": \"3\", \"total_measure\": 15.83}, {\"quality\": \"9\", \"total_measure\": 3.41}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5b8f00f2bd4c87eb2c96a5de4dbe4e1ec8038b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:49:14.289287+00:00", + "ended_at": "2026-05-04T07:49:26.965361+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_47933c3a7ba00228", + "problem_id": "v2p_n3_bc4381c7502bfa8d", + "dataset_id": "n3", + "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=quality, measure_col=pH.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "predicate_col": "sulphates", + "predicate_op": ">=", + "predicate_value": 0.55, + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_47933c3a7ba00228.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_47933c3a7ba00228", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12644.35, + "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_c\\n3\\artifacts\\v2q_n3_47933c3a7ba00228\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53a05fa20dcbeb0c99b5ac350cb85584dd716e0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:26.955210+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12644.35, "started_at": "2026-05-04T07:49:14.291684+00:00", "ended_at": "2026-05-04T07:49:26.936869+00:00", "prompt_metrics": {"chars": 7937, "bytes_utf8": 7937, "lines": 244, "estimated_tokens": 2281}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22370, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:49:14.499817Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:17.036958Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.55\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles group_col=\\\"quality\\\", measure_col=\\\"pH\\\", and predicate_col=\\\"sulphates\\\". Cast TEXT columns to REAL for numeric aggregation and filtering in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..758d234f27d12b2c34d10542ace8ecc38b08d8bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_47933c3a7ba00228/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_47933c3a7ba00228", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12644.35, + "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_c\\n3\\artifacts\\v2q_n3_47933c3a7ba00228\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11fa9e278bcc230a4ff5b8d1b1ab74ff2b1f503e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 243, "estimated_tokens": 2305}} +{"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": 131}, "usage": {"input_tokens": 22396, "cached_input_tokens": 20864, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6b5b056adf7e9eaad38f290dbae785dda296ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_48db4c1077c393b4", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22548, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2436, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14462.51, + "sql_execution_elapsed_ms_total": 7.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_48db4c1077c393b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ced7b126f991e283abae3b8ec02aac35e88c02b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/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": "2026-05-04T07:52:36.453190+00:00", + "ended_at": "2026-05-04T07:52:50.916021+00:00", + "elapsed_ms": 14462.51, + "prompt_metrics": { + "chars": 7986, + "bytes_utf8": 7986, + "lines": 243, + "estimated_tokens": 2305 + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13141 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22396, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..103e69941ffc7c7012cf2d83c9d0ace6592a222f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3bd53988c51ecd3c84dc06ce971ce3a1e11470 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-8bec-7430-a36c-8457f8b6b23f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", target_value='4'. Kept identifiers double-quoted and SQL SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1166df4202a78dcad8af251d5864c0508ce6234 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", target_value='4'. Kept identifiers double-quoted and SQL SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0475673e4d75206dfde1b1c4200b6c044b0b8377 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:36.649160Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:39.030612Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:50.116903Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..262f87acaa5e4df2961fa92ac5a0d15dfea8132d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10", "sulphates": "0.46", "target_rate": 1.0}, {"fixed acidity": "10.2", "sulphates": "0.51", "target_rate": 1.0}, {"fixed acidity": "4.8", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "5.2", "sulphates": "0.4", "target_rate": 1.0}, {"fixed acidity": "5.3", "sulphates": "0.48", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f442b476d8bfbb91546d92241339911c3732100 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_48db4c1077c393b4 +-- problem_id: v2p_n3_f1d0d174b24208cf +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05a5963ff83995977627eaa7e069e5175d1a762c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.48\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.79\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.25\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.86\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.87\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.61\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.69\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.9\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.4\", \"target_rate\": 0.6}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.34\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.38\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.3\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.63\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.64\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.35\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.55\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.6\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.49\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.65\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb455c65d0c7906c31e7ca60a864c6d9880f8943 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:52:36.450449+00:00", + "ended_at": "2026-05-04T07:52:50.948307+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_48db4c1077c393b4", + "problem_id": "v2p_n3_f1d0d174b24208cf", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_48db4c1077c393b4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_48db4c1077c393b4", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22548, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2436, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14462.51, + "sql_execution_elapsed_ms_total": 7.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_48db4c1077c393b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f10462acc934280600270d4bf02bdec5bf413e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_48db4c1077c393b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:50.933287+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14462.51, "started_at": "2026-05-04T07:52:36.453190+00:00", "ended_at": "2026-05-04T07:52:50.916021+00:00", "prompt_metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 243, "estimated_tokens": 2305}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22396, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:52:36.649160Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:39.030612Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a442d08046c4da5aecc1ebfb20f8b5c9a252cfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-3c9a-7e90-b93b-35b22f6a538f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"citric acid\\\". Cast \\\"citric acid\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22303,"cached_input_tokens":20864,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41b729d7394251bcf6d3344ef73ebfe853c0731 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"citric acid\". Cast \"citric acid\" 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_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d185e1d5394786d70c760f21fff4ea2ad61da23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:11.692157Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:14.019730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:22.512763Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b18a181fd0ca645b5f8431b2a9d689435bc3379 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/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=quality, measure_col=citric acid. +Result preview: [{"quality": "9", "avg_measure": 0.386}, {"quality": "6", "avg_measure": 0.33802547770700636}, {"quality": "5", "avg_measure": 0.3376527110501029}, {"quality": "3", "avg_measure": 0.33599999999999997}, {"quality": "8", "avg_measure": 0.3265142857142857}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24c82acb3536e4ab198c4b9ee67380b10d40c002 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_494ad45af0f5549c +-- problem_id: v2p_n3_9c57dc32706e55b2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c0efc1d4f6745006981e0bebd7925ebc9af6389 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/query_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 \"quality\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"9\", \"avg_measure\": 0.386}, {\"quality\": \"6\", \"avg_measure\": 0.33802547770700636}, {\"quality\": \"5\", \"avg_measure\": 0.3376527110501029}, {\"quality\": \"3\", \"avg_measure\": 0.33599999999999997}, {\"quality\": \"8\", \"avg_measure\": 0.3265142857142857}, {\"quality\": \"7\", \"avg_measure\": 0.325625}, {\"quality\": \"4\", \"avg_measure\": 0.3042331288343558}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51940e63a7de849c99c8f7f74d84f5e3583a7efc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:03:11.519373+00:00", + "ended_at": "2026-05-04T08:03:23.343140+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_494ad45af0f5549c", + "problem_id": "v2p_n3_9c57dc32706e55b2", + "dataset_id": "n3", + "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=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_494ad45af0f5549c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_494ad45af0f5549c", + "api_calls": 0, + "input_tokens": 22303, + "cached_input_tokens": 20864, + "output_tokens": 128, + "total_tokens": 22431, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2212, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2314, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11778.5, + "sql_execution_elapsed_ms_total": 14.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_494ad45af0f5549c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50f192c78c265b849d6fd81f1b692b894898f3e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_494ad45af0f5549c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:23.315440+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11778.5, "started_at": "2026-05-04T08:03:11.523334+00:00", "ended_at": "2026-05-04T08:03:23.300475+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": 2212}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22303, "cached_input_tokens": 20864, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:03:11.692157Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:14.019730Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c06d63424492a636c177e29e0bb92847ef248bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-c936-7d03-8994-d93e8e81efcf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT \\\"sulphates\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required template with group_col=\\\"sulphates\\\" and condition_col=\\\"quality\\\", comparing quality '6' against '5'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22502,"cached_input_tokens":20864,"output_tokens":198}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28d892b8b043097d676b86dd627071c416a6310e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sulphates\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"sulphates\"\n)\nSELECT \"sulphates\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required template with group_col=\"sulphates\" and condition_col=\"quality\", comparing quality '6' against '5'. 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_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56ef9a3ec1d27007a1c027222dee0d4bdd9c4552 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:25.543637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:27.858732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:37.410173Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ff87e91cb5634a6282f48b8120d01cf6070c51f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality. +Result preview: [{"sulphates": "0.77", "condition_ratio": 10.0}, {"sulphates": "0.27", "condition_ratio": 7.0}, {"sulphates": "0.78", "condition_ratio": 6.5}, {"sulphates": "0.82", "condition_ratio": 6.0}, {"sulphates": "0.79", "condition_ratio": 4.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..adca63d27d63d299fd8480430ddcd3b1cf18a2c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_49b7cfce1d527d5c +-- problem_id: v2p_n3_07f3d5bccf0ccc2f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sulphates", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "sulphates" +) +SELECT "sulphates", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9251a3d1ec267224e9ce83ed56cc53a1656f6f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sulphates\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"sulphates\"\n)\nSELECT \"sulphates\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT \\\"sulphates\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sulphates\", \"condition_ratio\"], \"rows\": [{\"sulphates\": \"0.77\", \"condition_ratio\": 10.0}, {\"sulphates\": \"0.27\", \"condition_ratio\": 7.0}, {\"sulphates\": \"0.78\", \"condition_ratio\": 6.5}, {\"sulphates\": \"0.82\", \"condition_ratio\": 6.0}, {\"sulphates\": \"0.79\", \"condition_ratio\": 4.0}, {\"sulphates\": \"0.58\", \"condition_ratio\": 3.6}, {\"sulphates\": \"0.59\", \"condition_ratio\": 3.5}, {\"sulphates\": \"0.33\", \"condition_ratio\": 3.4444444444444446}, {\"sulphates\": \"0.31\", \"condition_ratio\": 2.6666666666666665}, {\"sulphates\": \"0.69\", \"condition_ratio\": 2.6}, {\"sulphates\": \"0.37\", \"condition_ratio\": 2.3}, {\"sulphates\": \"0.36\", \"condition_ratio\": 2.1379310344827585}, {\"sulphates\": \"0.53\", \"condition_ratio\": 2.1176470588235294}, {\"sulphates\": \"0.56\", \"condition_ratio\": 2.0344827586206895}, {\"sulphates\": \"0.64\", \"condition_ratio\": 2.0}, {\"sulphates\": \"0.71\", \"condition_ratio\": 2.0}, {\"sulphates\": \"0.75\", \"condition_ratio\": 2.0}, {\"sulphates\": \"0.54\", \"condition_ratio\": 1.9761904761904763}, {\"sulphates\": \"0.55\", \"condition_ratio\": 1.9642857142857142}, {\"sulphates\": \"0.67\", \"condition_ratio\": 1.9}, {\"sulphates\": \"0.66\", \"condition_ratio\": 1.8888888888888888}, {\"sulphates\": \"0.62\", \"condition_ratio\": 1.6818181818181819}, {\"sulphates\": \"0.3\", \"condition_ratio\": 1.6666666666666667}, {\"sulphates\": \"0.57\", \"condition_ratio\": 1.6363636363636365}, {\"sulphates\": \"0.72\", \"condition_ratio\": 1.625}, {\"sulphates\": \"0.38\", \"condition_ratio\": 1.5932203389830508}, {\"sulphates\": \"0.35\", \"condition_ratio\": 1.5714285714285714}, {\"sulphates\": \"0.61\", \"condition_ratio\": 1.5384615384615385}, {\"sulphates\": \"0.41\", \"condition_ratio\": 1.5365853658536586}, {\"sulphates\": \"0.65\", \"condition_ratio\": 1.5}, {\"sulphates\": \"0.4\", \"condition_ratio\": 1.48}, {\"sulphates\": \"0.68\", \"condition_ratio\": 1.4615384615384615}, {\"sulphates\": \"0.43\", \"condition_ratio\": 1.4375}, {\"sulphates\": \"0.42\", \"condition_ratio\": 1.4285714285714286}, {\"sulphates\": \"0.76\", \"condition_ratio\": 1.4285714285714286}, {\"sulphates\": \"0.74\", \"condition_ratio\": 1.4}, {\"sulphates\": \"0.34\", \"condition_ratio\": 1.36}, {\"sulphates\": \"0.63\", \"condition_ratio\": 1.3571428571428572}, {\"sulphates\": \"0.45\", \"condition_ratio\": 1.3492063492063493}, {\"sulphates\": \"0.5\", \"condition_ratio\": 1.315217391304348}, {\"sulphates\": \"0.44\", \"condition_ratio\": 1.2686567164179106}, {\"sulphates\": \"0.49\", \"condition_ratio\": 1.2280701754385965}, {\"sulphates\": \"0.51\", \"condition_ratio\": 1.2115384615384615}, {\"sulphates\": \"0.7\", \"condition_ratio\": 1.2}, {\"sulphates\": \"0.39\", \"condition_ratio\": 1.1458333333333333}, {\"sulphates\": \"0.47\", \"condition_ratio\": 1.1194029850746268}, {\"sulphates\": \"0.46\", \"condition_ratio\": 1.1058823529411765}, {\"sulphates\": \"0.6\", \"condition_ratio\": 1.0740740740740742}, {\"sulphates\": \"0.28\", \"condition_ratio\": 1.0}, {\"sulphates\": \"0.29\", \"condition_ratio\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed51a683134fb26eaf8d8da656f52e657668ac7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:59:25.373673+00:00", + "ended_at": "2026-05-04T07:59:38.365473+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_49b7cfce1d527d5c", + "problem_id": "v2p_n3_07f3d5bccf0ccc2f", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_49b7cfce1d527d5c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_49b7cfce1d527d5c", + "api_calls": 0, + "input_tokens": 22502, + "cached_input_tokens": 20864, + "output_tokens": 198, + "total_tokens": 22700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2411, + "estimated_output_tokens": 182, + "estimated_total_tokens": 2593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12960.31, + "sql_execution_elapsed_ms_total": 4.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_49b7cfce1d527d5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf8d278223cb4c0939858de6fd01e0a6c774c782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_49b7cfce1d527d5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:38.352513+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12960.31, "started_at": "2026-05-04T07:59:25.375845+00:00", "ended_at": "2026-05-04T07:59:38.333732+00:00", "prompt_metrics": {"chars": 8473, "bytes_utf8": 8473, "lines": 243, "estimated_tokens": 2411}, "response_metrics": {"chars": 676, "bytes_utf8": 676, "lines": 1, "estimated_tokens": 182}, "usage": {"input_tokens": 22502, "cached_input_tokens": 20864, "output_tokens": 198}, "stderr_preview": "2026-05-04T07:59:25.543637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:27.858732Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.4, + "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 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_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4da37214c582021a44136bf413b3d249bf2b033f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-df33-78a1-9e3b-fc711089bb01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"alcohol\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22302,"cached_input_tokens":20864,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95a5034edaeea3117f92d06b39db5c7dd4aad27e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"alcohol\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"alcohol\". Cast \"alcohol\" 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_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27a03a37cc85ab7133b67bcb7cd401492815b795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:42.261157Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:45.041667Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:53.600584Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..089829f3b76439c7c82a7ba036deb92d38a774d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/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=quality, measure_col=alcohol. +Result preview: [{"quality": "9", "avg_measure": 12.18}, {"quality": "8", "avg_measure": 11.636}, {"quality": "7", "avg_measure": 11.367935606060605}, {"quality": "6", "avg_measure": 10.575371549893843}, {"quality": "3", "avg_measure": 10.345}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef4d8758fb29edf499437b357b581faaf2180dd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_4db5fe28bd1c316c +-- problem_id: v2p_n3_da97dbb52ba16357 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("alcohol" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..485ad2b053799bbb8703cbb7e0f5907fd8697286 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/query_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 \"quality\",\n AVG(CAST(\"alcohol\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"alcohol\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"9\", \"avg_measure\": 12.18}, {\"quality\": \"8\", \"avg_measure\": 11.636}, {\"quality\": \"7\", \"avg_measure\": 11.367935606060605}, {\"quality\": \"6\", \"avg_measure\": 10.575371549893843}, {\"quality\": \"3\", \"avg_measure\": 10.345}, {\"quality\": \"4\", \"avg_measure\": 10.15245398773006}, {\"quality\": \"5\", \"avg_measure\": 9.808840082361016}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa0782445ede705c28e717befb1010c05610dad5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:01:42.050063+00:00", + "ended_at": "2026-05-04T08:01:54.449280+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_4db5fe28bd1c316c", + "problem_id": "v2p_n3_da97dbb52ba16357", + "dataset_id": "n3", + "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=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.4, + "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 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=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_c\\n3\\sql\\v2q_n3_4db5fe28bd1c316c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_4db5fe28bd1c316c", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 20864, + "output_tokens": 116, + "total_tokens": 22418, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2311, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12357.37, + "sql_execution_elapsed_ms_total": 14.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_4db5fe28bd1c316c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e4c41cb5c2a3a429df4a5202519fc19575f369b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_4db5fe28bd1c316c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:54.427391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12357.37, "started_at": "2026-05-04T08:01:42.053355+00:00", "ended_at": "2026-05-04T08:01:54.410818+00:00", "prompt_metrics": {"chars": 7750, "bytes_utf8": 7750, "lines": 240, "estimated_tokens": 2211}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22302, "cached_input_tokens": 20864, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:01:42.261157Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:45.041667Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b22c074506985f25bd006851dc63bebd033011f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-0314-7253-8bae-15aa54efe1eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", fixing condition_value to '6' per the provided bindings. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..778cc60a853428d1aa5b994ca722657a9734d3ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"fixed acidity\" and condition_col=\"quality\", fixing condition_value to '6' per the provided bindings. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95158781380316e722bda89212e58ce2a18749fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:29.289232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:31.737119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:43.615100Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f798f583e237b686ffd704d2b5a0ca63a312e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/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=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "7.15", "condition_rate": 1.0}, {"fixed acidity": "3.8", "condition_rate": 1.0}, {"fixed acidity": "14.2", "condition_rate": 1.0}, {"fixed acidity": "10.7", "condition_rate": 1.0}, {"fixed acidity": "9.7", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94ec73a5463092b402865bb7ff7323b932cb0035 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_515cbf3336ecde02 +-- problem_id: v2p_n3_f54d94c81b350da7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..074f28b24d419a84da1b2b75ab2663b931bf8779 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/query_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 \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"7.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.75}, {\"fixed acidity\": \"10\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"8.5\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.6071428571428571}, {\"fixed acidity\": \"5\", \"condition_rate\": 0.5833333333333334}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.5555555555555556}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.5376344086021505}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.5294117647058824}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.526595744680851}, {\"fixed acidity\": \"5.1\", \"condition_rate\": 0.5217391304347826}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.5192307692307693}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.5185185185185185}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.5142857142857142}, {\"fixed acidity\": \"9.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.4956896551724138}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.4724137931034483}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.4673913043478261}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.46601941747572817}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.46236559139784944}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.4577922077922078}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.4507042253521127}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.45}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.4438202247191011}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.432258064516129}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.4322033898305085}, {\"fixed acidity\": \"5.4\", \"condition_rate\": 0.42857142857142855}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.42738589211618255}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.42276422764227645}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.4223300970873786}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.4222222222222222}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.42142857142857143}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.41935483870967744}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.4020618556701031}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.395}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.39285714285714285}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.38095238095238093}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.38016528925619836}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.35947712418300654}, {\"fixed acidity\": \"5.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"4.8\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d05cfd4e61f487ce4dce8452e0f0a5a1e7e2a4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:57:29.110439+00:00", + "ended_at": "2026-05-04T07:57:44.383833+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_515cbf3336ecde02", + "problem_id": "v2p_n3_f54d94c81b350da7", + "dataset_id": "n3", + "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=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_515cbf3336ecde02.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_515cbf3336ecde02", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 22477, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15230.96, + "sql_execution_elapsed_ms_total": 5.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_515cbf3336ecde02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8ddb2df1ed136405883f40ea3af3875aee4ffb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_515cbf3336ecde02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:44.368233+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15230.96, "started_at": "2026-05-04T07:57:29.114794+00:00", "ended_at": "2026-05-04T07:57:44.346330+00:00", "prompt_metrics": {"chars": 7912, "bytes_utf8": 7912, "lines": 243, "estimated_tokens": 2260}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:57:29.289232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:31.737119Z 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_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5adcffbc6b485b3e9e21f2d15939af59fc74835a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/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_c\n-- sql_source_dataset_id: n3\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_n3_52539ad5ecf42d3e\n-- problem_id: v2p_n3_666886f38c32600f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_52539ad5ecf42d3e\\n-- problem_id: v2p_n3_666886f38c32600f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 0.3520855614973262}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 0.31619565217391304}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 0.3296969696969697}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 0.32448979591836735}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 0.3426027397260274}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 0.3330985915492958}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 0.3367676767676768}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 0.33444444444444443}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 0.35913978494623655}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 0.3250632911392405}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 0.3059322033898305}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 0.34035714285714286}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 0.35627450980392156}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 0.3158139534883721}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 0.3354761904761905}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 0.35365853658536583}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 0.3097560975609756}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 0.33025000000000004}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 0.3265}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 0.3205}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 0.33179487179487177}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 0.3105128205128205}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 0.28842105263157897}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 0.27578947368421053}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 0.3852777777777778}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 0.3247222222222222}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 0.29916666666666664}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 0.41685714285714287}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 0.31857142857142856}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 0.38117647058823534}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 0.3261764705882353}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 0.31029411764705883}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 0.31787878787878787}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 0.2909090909090909}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 0.348125}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 0.3315625}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 0.3606451612903226}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 0.34451612903225803}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 0.34322580645161294}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 0.3106451612903226}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 0.2980645161290323}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 0.3486666666666667}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 0.3106666666666667}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 0.29766666666666663}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 0.34448275862068967}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 0.323448275862069}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 0.3203448275862069}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 0.31103448275862067}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 0.3514285714285714}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 0.3157142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..93f9a12382afb55a292a73e0be751e12b8b8cd85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.520961+00:00", + "ended_at": "2026-05-04T08:19:07.531359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_52539ad5ecf42d3e", + "problem_id": "v2p_n3_666886f38c32600f", + "dataset_id": "n3", + "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=citric acid, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_52539ad5ecf42d3e.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_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_52539ad5ecf42d3e/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_c/n3/artifacts/v2q_n3_541ee60993792460/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c859f4ac1ed64e1e4efe91a8dfd5daccb9d5555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7850, "bytes_utf8": 7850, "lines": 240, "estimated_tokens": 2237}} +{"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": 1065, "bytes_utf8": 1065, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 349}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02da3da4d9ef399ebc2ca6b00be805c9a2cfc303 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_541ee60993792460", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 349, + "total_tokens": 22677, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25566.22, + "sql_execution_elapsed_ms_total": 19.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_541ee60993792460\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..808ddad47555c86b046566b095b3bd252222a4da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/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": "2026-05-04T08:14:11.119511+00:00", + "ended_at": "2026-05-04T08:14:36.685645+00:00", + "elapsed_ms": 25566.22, + "prompt_metrics": { + "chars": 7850, + "bytes_utf8": 7850, + "lines": 240, + "estimated_tokens": 2237 + }, + "stdout_metrics": { + "chars": 1495, + "bytes_utf8": 1495, + "lines": 4, + "estimated_tokens": 473 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13310 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1065, + "bytes_utf8": 1065, + "lines": 1, + "estimated_tokens": 304 + }, + "usage": { + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 349 + } + }, + "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_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dba5f71501444c5d7b3f8b86bf01141296cbd99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f84526b1c998277ba11d8513e056dbda89f6d12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-4d39-7920-8cdd-207082427d3a"} +{"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 \\\"quality\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"chlorides_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INT)\\n OR \\\"rn\\\" = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INT) + 1\\n)\\nSELECT \\\"quality\\\",\\n AVG(\\\"percentile_measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 95th percentile per quality group by averaging the two bracketing ordered values at the continuous percentile position.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22328,"cached_input_tokens":20864,"output_tokens":349}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45d7f276f2cbd66cd63db7880cfd490cbd7a72a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"quality\",\n \"chlorides_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INT)\n OR \"rn\" = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INT) + 1\n)\nSELECT \"quality\",\n AVG(\"percentile_measure\") AS \"percentile_measure\"\nFROM \"percentile_points\"\nGROUP BY \"quality\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the 95th percentile per quality group by averaging the two bracketing ordered values at the continuous percentile position."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2bd1dcf4eee51c8e7e51bc56b623b02a4c5b9d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:11.319847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:15.201841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:35.523263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3ac0c140d7955425e787e3b32005a8b13c60f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/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=quality, measure_col=chlorides. +Result preview: [{"quality": "3", "percentile_measure": 0.159}, {"quality": "5", "percentile_measure": 0.086}, {"quality": "4", "percentile_measure": 0.082}, {"quality": "6", "percentile_measure": 0.064}, {"quality": "8", "percentile_measure": 0.057}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ce25d231a6d847a128e93336c2323a30623eb66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_541ee60993792460 +-- problem_id: v2p_n3_d42b2bda2e55d597 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("chlorides" AS REAL) AS "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "chlorides" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "quality", + "chlorides_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * ("cnt" - 1)) + 1 AS INT) + OR "rn" = CAST((0.95 * ("cnt" - 1)) + 1 AS INT) + 1 +) +SELECT "quality", + AVG("percentile_measure") AS "percentile_measure" +FROM "percentile_points" +GROUP BY "quality" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fb5c740a2f7793facad3365ba55d3fba43eb646 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/query_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 \"quality\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"quality\",\n \"chlorides_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INT)\n OR \"rn\" = CAST((0.95 * (\"cnt\" - 1)) + 1 AS INT) + 1\n)\nSELECT \"quality\",\n AVG(\"percentile_measure\") AS \"percentile_measure\"\nFROM \"percentile_points\"\nGROUP BY \"quality\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"chlorides_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INT)\\n OR \\\"rn\\\" = CAST((0.95 * (\\\"cnt\\\" - 1)) + 1 AS INT) + 1\\n)\\nSELECT \\\"quality\\\",\\n AVG(\\\"percentile_measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"3\", \"percentile_measure\": 0.159}, {\"quality\": \"5\", \"percentile_measure\": 0.086}, {\"quality\": \"4\", \"percentile_measure\": 0.082}, {\"quality\": \"6\", \"percentile_measure\": 0.064}, {\"quality\": \"8\", \"percentile_measure\": 0.057}, {\"quality\": \"7\", \"percentile_measure\": 0.056}, {\"quality\": \"9\", \"percentile_measure\": 0.0335}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2ff9e55a1a535239608c8325d4ef9fbe2724a2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:14:11.117400+00:00", + "ended_at": "2026-05-04T08:14:36.737660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_541ee60993792460", + "problem_id": "v2p_n3_d42b2bda2e55d597", + "dataset_id": "n3", + "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=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_541ee60993792460.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_541ee60993792460", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 349, + "total_tokens": 22677, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25566.22, + "sql_execution_elapsed_ms_total": 19.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_541ee60993792460\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9091db1764f9610c06558459a6010e72399981d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_541ee60993792460/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:36.710549+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25566.22, "started_at": "2026-05-04T08:14:11.119511+00:00", "ended_at": "2026-05-04T08:14:36.685645+00:00", "prompt_metrics": {"chars": 7850, "bytes_utf8": 7850, "lines": 240, "estimated_tokens": 2237}, "response_metrics": {"chars": 1065, "bytes_utf8": 1065, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 349}, "stderr_preview": "2026-05-04T08:14:11.319847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:15.201841Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=chlorides, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "chlorides", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.05, + "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})\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_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2509389e0383e7a4fcef238d2890670164e08ece --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-d123-72e1-8b4b-7521d4428356"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"fixed acidity\\\",\\n AVG(\\\"chlorides_num\\\") AS conditional_percentile\\nFROM (\\n SELECT \\\"fixed acidity\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n)\\nWHERE \\\"rn\\\" IN (\\n CAST(((\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 1,\\n CAST(((\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 2\\n)\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY conditional_percentile DESC;\",\"notes\":\"Repaired the planned quantile template for SQLite by emulating the 0.95 percentile with window functions over rows filtered to \\\"quality\\\" = '6'. Since source columns are stored as TEXT, \\\"chlorides\\\" is cast to REAL before ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22403,"cached_input_tokens":19840,"output_tokens":307}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fee2460b8efa814c20a5f65cce24e902e0911b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nSELECT \"fixed acidity\",\n AVG(\"chlorides_num\") AS conditional_percentile\nFROM (\n SELECT \"fixed acidity\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n)\nWHERE \"rn\" IN (\n CAST(((\"cnt\" - 1) * 0.95) AS INTEGER) + 1,\n CAST(((\"cnt\" - 1) * 0.95) AS INTEGER) + 2\n)\nGROUP BY \"fixed acidity\"\nORDER BY conditional_percentile DESC;","notes":"Repaired the planned quantile template for SQLite by emulating the 0.95 percentile with window functions over rows filtered to \"quality\" = '6'. Since source columns are stored as TEXT, \"chlorides\" is cast to REAL before ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbbbdc5bd15fd30d344d5bef3a0720112b6c9399 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:11.874831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:14.328630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:26.511662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64811043e0d3342e5feeb9549e9f962c9442b51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/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=fixed acidity, measure_col=chlorides, condition_col=quality. +Result preview: [{"fixed acidity": "6.7", "conditional_percentile": 0.169}, {"fixed acidity": "7.15", "conditional_percentile": 0.119}, {"fixed acidity": "6.6", "conditional_percentile": 0.10250000000000001}, {"fixed acidity": "6.4", "conditional_percentile": 0.0925}, {"fixed acidity": "9.9", "conditional_percentile": 0.087}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fec6f453d996dbcb1a37d66ba3879e1b5669782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_54bc09dac789cd1a +-- problem_id: v2p_n3_491f2c800474c316 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG("chlorides_num") AS conditional_percentile +FROM ( + SELECT "fixed acidity", + CAST("chlorides" AS REAL) AS "chlorides_num", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "quality" = '6' +) +WHERE "rn" IN ( + CAST((("cnt" - 1) * 0.95) AS INTEGER) + 1, + CAST((("cnt" - 1) * 0.95) AS INTEGER) + 2 +) +GROUP BY "fixed acidity" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4cf7530f1bade5222c9861c69ece734c2f44131 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/query_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 \"fixed acidity\",\n AVG(\"chlorides_num\") AS conditional_percentile\nFROM (\n SELECT \"fixed acidity\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n)\nWHERE \"rn\" IN (\n CAST(((\"cnt\" - 1) * 0.95) AS INTEGER) + 1,\n CAST(((\"cnt\" - 1) * 0.95) AS INTEGER) + 2\n)\nGROUP BY \"fixed acidity\"\nORDER BY conditional_percentile DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"fixed acidity\\\",\\n AVG(\\\"chlorides_num\\\") AS conditional_percentile\\nFROM (\\n SELECT \\\"fixed acidity\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n)\\nWHERE \\\"rn\\\" IN (\\n CAST(((\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 1,\\n CAST(((\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 2\\n)\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY conditional_percentile DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.169}, {\"fixed acidity\": \"7.15\", \"conditional_percentile\": 0.119}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.10250000000000001}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.0925}, {\"fixed acidity\": \"9.9\", \"conditional_percentile\": 0.087}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.08199999999999999}, {\"fixed acidity\": \"8.8\", \"conditional_percentile\": 0.0755}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.0735}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.07050000000000001}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.069}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.0685}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.067}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.066}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.0655}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.063}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.0625}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.0625}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.062}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.0615}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.061}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.0605}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.06}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.06}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.0595}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.0595}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.059}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 0.059}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.057999999999999996}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.0565}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.056499999999999995}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.056}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.056}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.055}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 0.0545}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.0535}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.053}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.053}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.052}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.051}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.051}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.049}, {\"fixed acidity\": \"9.4\", \"conditional_percentile\": 0.048}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.048}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.0475}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.046}, {\"fixed acidity\": \"10.7\", \"conditional_percentile\": 0.044}, {\"fixed acidity\": \"10\", \"conditional_percentile\": 0.0415}, {\"fixed acidity\": \"9.6\", \"conditional_percentile\": 0.039}, {\"fixed acidity\": \"4.7\", \"conditional_percentile\": 0.039}, {\"fixed acidity\": \"14.2\", \"conditional_percentile\": 0.037}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fae4a234f774d859208c494d9087e36d7fd0b3fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:08:11.665095+00:00", + "ended_at": "2026-05-04T08:08:27.469728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_54bc09dac789cd1a", + "problem_id": "v2p_n3_491f2c800474c316", + "dataset_id": "n3", + "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=fixed acidity, measure_col=chlorides, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "chlorides", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.05, + "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", + "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=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_54bc09dac789cd1a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_54bc09dac789cd1a", + "api_calls": 0, + "input_tokens": 22403, + "cached_input_tokens": 19840, + "output_tokens": 307, + "total_tokens": 22710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2312, + "estimated_output_tokens": 261, + "estimated_total_tokens": 2573, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15764.04, + "sql_execution_elapsed_ms_total": 9.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_54bc09dac789cd1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b56f378c3d8194df0e7121b716ffd738fc5aa05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_54bc09dac789cd1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:27.451294+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15764.04, "started_at": "2026-05-04T08:08:11.667351+00:00", "ended_at": "2026-05-04T08:08:27.431249+00:00", "prompt_metrics": {"chars": 8177, "bytes_utf8": 8177, "lines": 245, "estimated_tokens": 2312}, "response_metrics": {"chars": 996, "bytes_utf8": 996, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22403, "cached_input_tokens": 19840, "output_tokens": 307}, "stderr_preview": "2026-05-04T08:08:11.874831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:14.328630Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4366150308d1b7f5d6588e0fcbfc137f365d0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-79b8-71d0-a806-65a82ec2be6b"} +{"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(\\\"total sulfur dioxide\\\" AS REAL) <= 167.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n3\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"total sulfur dioxide\\\" and threshold fixed at 167.0. Cast to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22281,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0d1f3ce53912a6a30d0a7af65cbb782cebf2cf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"total sulfur dioxide\" AS REAL) <= 167.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n3\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"total sulfur dioxide\" and threshold fixed at 167.0. Cast 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_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa827d11b079fa0f5e72484fe49da17a5c690c80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:44.841671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:47.170933Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:53.917748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e1f7d9963ff21f48cf73f1e684690edf1e513fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/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=total sulfur dioxide. +Result preview: [{"empirical_cdf_at_threshold": 0.7511229073091058}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..21daad3836206c7b544fd9f1304fb5aac7971ff9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_571f294ce5c7b84e +-- problem_id: v2p_n3_c3b93fbefede1302 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("total sulfur dioxide" AS REAL) <= 167.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ade824e70f9860f00fac1aeba68f17d502dc1c02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/query_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(\"total sulfur dioxide\" AS REAL) <= 167.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"total sulfur dioxide\\\" AS REAL) <= 167.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7511229073091058}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..207b58ed7ccb3ae7a68d4a34f5d8a8f1879eb409 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:18:44.662233+00:00", + "ended_at": "2026-05-04T08:18:54.763099+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_571f294ce5c7b84e", + "problem_id": "v2p_n3_c3b93fbefede1302", + "dataset_id": "n3", + "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=total sulfur dioxide.", + "bindings": { + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "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_c\\n3\\sql\\v2q_n3_571f294ce5c7b84e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_571f294ce5c7b84e", + "api_calls": 0, + "input_tokens": 22281, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 22400, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2192, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2295, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10073.1, + "sql_execution_elapsed_ms_total": 1.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_571f294ce5c7b84e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55ee569df9148cacf52f5e2560730dd29340558f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_571f294ce5c7b84e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:54.754662+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10073.1, "started_at": "2026-05-04T08:18:44.664632+00:00", "ended_at": "2026-05-04T08:18:54.737247+00:00", "prompt_metrics": {"chars": 7630, "bytes_utf8": 7630, "lines": 238, "estimated_tokens": 2192}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22281, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:18:44.841671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:47.170933Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7fd5550d19e1f237605438e8cfb5d4193198186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-34d8-7681-960b-ec5eb57c0260"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col bound to \\\"fixed acidity\\\" and condition_col bound to \\\"quality\\\", measuring the within-group proportion of rows where quality = 6.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61cce4e905f41545d4ad06fc5d415cd1b6119cac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col bound to \"fixed acidity\" and condition_col bound to \"quality\", measuring the within-group proportion of rows where quality = 6."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e58216911ebffeb25463a72f34f57eb55592048 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:47.565525Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:49.858345Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:59.425954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17c4484a304e6e9b7588f3442becbfc90fa8c9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/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=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "7.15", "condition_rate": 1.0}, {"fixed acidity": "3.8", "condition_rate": 1.0}, {"fixed acidity": "14.2", "condition_rate": 1.0}, {"fixed acidity": "10.7", "condition_rate": 1.0}, {"fixed acidity": "9.7", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba74208bde0d0af28221683b4b3f7d1de09930bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5aaff649695211ce +-- problem_id: v2p_n3_25b282775883749c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b041d358fc5d16060d2616d4e887b5841fab737 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/query_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 \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"7.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.75}, {\"fixed acidity\": \"10\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"8.5\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.6071428571428571}, {\"fixed acidity\": \"5\", \"condition_rate\": 0.5833333333333334}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.5555555555555556}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.5376344086021505}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.5294117647058824}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.526595744680851}, {\"fixed acidity\": \"5.1\", \"condition_rate\": 0.5217391304347826}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.5192307692307693}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.5185185185185185}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.5142857142857142}, {\"fixed acidity\": \"9.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.4956896551724138}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.4724137931034483}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.4673913043478261}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.46601941747572817}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.46236559139784944}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.4577922077922078}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.4507042253521127}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.45}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.4438202247191011}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.432258064516129}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.4322033898305085}, {\"fixed acidity\": \"5.4\", \"condition_rate\": 0.42857142857142855}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.42738589211618255}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.42276422764227645}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.4223300970873786}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.4222222222222222}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.42142857142857143}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.41935483870967744}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.4020618556701031}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.395}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.39285714285714285}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.38095238095238093}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.38016528925619836}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.35947712418300654}, {\"fixed acidity\": \"5.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"4.8\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61703aca54ff50af36584308bb85ec5e322f8302 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:58:47.371590+00:00", + "ended_at": "2026-05-04T07:59:00.134676+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5aaff649695211ce", + "problem_id": "v2p_n3_25b282775883749c", + "dataset_id": "n3", + "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=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_5aaff649695211ce.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5aaff649695211ce", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22473, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12727.95, + "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_c\\n3\\artifacts\\v2q_n3_5aaff649695211ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db794fc725a90f25d3486e44d3aa9c2607dfb7a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5aaff649695211ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:00.122252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12727.95, "started_at": "2026-05-04T07:58:47.373878+00:00", "ended_at": "2026-05-04T07:59:00.101908+00:00", "prompt_metrics": {"chars": 7926, "bytes_utf8": 7926, "lines": 243, "estimated_tokens": 2261}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22352, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:58:47.565525Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:49.858345Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sulphates", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4ee8a53381a71f4ea02e6f1e64c9df8f95cc82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-5787-7aa3-a8c5-d5e6c241b22e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col=\\\"sulphates\\\" and predicate on \\\"free sulfur dioxide\\\" >= 46.0. Cast the predicate column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22343,"cached_input_tokens":20864,"output_tokens":176}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..049d141194919b422bd4f4f7004fdcb4c95788a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with group_col=\"sulphates\" and predicate on \"free sulfur dioxide\" >= 46.0. Cast the predicate column 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_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80b507d6793ff700360d3b4a531429398a43f0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:16.810989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:19.538015Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:28.691819Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46cb2ae9a9667317ecc3c5449e38958c22541ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/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=sulphates. +Result preview: [{"sulphates": "0.5", "support": 76}, {"sulphates": "0.44", "support": 66}, {"sulphates": "0.38", "support": 61}, {"sulphates": "0.48", "support": 59}, {"sulphates": "0.46", "support": 56}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b934b70430f457dad0ec63366afd2d333c3e116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5b1d3d0d52b8046e +-- problem_id: v2p_n3_e9864ec54a89128e +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7414c9b7187059ae89eb50e9f4dc6d9146f217ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/query_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 \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"sulphates\", \"support\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 76}, {\"sulphates\": \"0.44\", \"support\": 66}, {\"sulphates\": \"0.38\", \"support\": 61}, {\"sulphates\": \"0.48\", \"support\": 59}, {\"sulphates\": \"0.46\", \"support\": 56}, {\"sulphates\": \"0.49\", \"support\": 54}, {\"sulphates\": \"0.45\", \"support\": 51}, {\"sulphates\": \"0.43\", \"support\": 45}, {\"sulphates\": \"0.42\", \"support\": 43}, {\"sulphates\": \"0.4\", \"support\": 40}, {\"sulphates\": \"0.52\", \"support\": 37}, {\"sulphates\": \"0.51\", \"support\": 35}, {\"sulphates\": \"0.47\", \"support\": 35}, {\"sulphates\": \"0.41\", \"support\": 31}, {\"sulphates\": \"0.59\", \"support\": 29}, {\"sulphates\": \"0.54\", \"support\": 29}, {\"sulphates\": \"0.58\", \"support\": 28}, {\"sulphates\": \"0.53\", \"support\": 28}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..193e2d76139ec186fc52cc531cfe7fc0440eccc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:39:16.612720+00:00", + "ended_at": "2026-05-04T07:39:29.386133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5b1d3d0d52b8046e", + "problem_id": "v2p_n3_e9864ec54a89128e", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_5b1d3d0d52b8046e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5b1d3d0d52b8046e", + "api_calls": 0, + "input_tokens": 22343, + "cached_input_tokens": 20864, + "output_tokens": 176, + "total_tokens": 22519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12739.25, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_5b1d3d0d52b8046e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb344a41b85453bf3f878451cc54e62a8b9f78f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:29.375673+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12739.25, "started_at": "2026-05-04T07:39:16.615164+00:00", "ended_at": "2026-05-04T07:39:29.354702+00:00", "prompt_metrics": {"chars": 7868, "bytes_utf8": 7868, "lines": 242, "estimated_tokens": 2254}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22343, "cached_input_tokens": 20864, "output_tokens": 176}, "stderr_preview": "2026-05-04T07:39:16.810989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:19.538015Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 46.0\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col=\\\"sulphates\\\" and predicate on \\\"free sulfur dioxide\\\" >= 46.0. Cast the predicate column to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f57e84abeadddc377e1a982cf12836f090dafe8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b1d3d0d52b8046e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5b1d3d0d52b8046e", + "api_calls": 0, + "input_tokens": 22343, + "cached_input_tokens": 20864, + "output_tokens": 176, + "total_tokens": 22519, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2254, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12739.25, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_5b1d3d0d52b8046e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1868753c725fea049b89e174d9fb79ab9ee8620 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_tokens": 2244}} +{"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": 105}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e1efc1612b657961e23829c907f82a68d10d99a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5b50b0a871173a0f", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 121, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2349, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13079.39, + "sql_execution_elapsed_ms_total": 4.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_5b50b0a871173a0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9924795ca994f31008eb8c72e0bf36ecc93d1291 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/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": "2026-05-04T07:51:46.631251+00:00", + "ended_at": "2026-05-04T07:51:59.711514+00:00", + "elapsed_ms": 13079.39, + "prompt_metrics": { + "chars": 7773, + "bytes_utf8": 7773, + "lines": 240, + "estimated_tokens": 2244 + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13292 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ef54ad5f7bcaf2a8858e319b92f74e42ca8fe30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2837db96aefbf0b1e2aac8f573c4aef29798a2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-c950-77e2-a5c2-c6e694c0a771"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"sulphates\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with group_col bound to \\\"sulphates\\\" and group_col_2 bound to \\\"quality\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":20864,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eea78d1df0247fb78980c59f4f58e1e2f1a05036 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"sulphates\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Two-Dimensional Top-k Count template with group_col bound to \"sulphates\" and group_col_2 bound to \"quality\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8379246466633061271fcec90e0af0e4603bc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:46.828028Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:49.285101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:58.763350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..174b04d8e61ab2b4d5aad0bbab8bc3a03a7123e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality. +Result preview: [{"sulphates": "0.5", "quality": "6", "support": 121}, {"sulphates": "0.38", "quality": "6", "support": 94}, {"sulphates": "0.46", "quality": "6", "support": 94}, {"sulphates": "0.5", "quality": "5", "support": 92}, {"sulphates": "0.42", "quality": "6", "support": 90}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e14237e38f35f0659b3531f325663eb0881569d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_5b50b0a871173a0f +-- problem_id: v2p_n3_83f81736ec12ad90 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bb6ec4ac1d910673b5109d75bee9b3c35d5f244 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/query_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_two_dimensional_topk_count\nSELECT \"sulphates\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"sulphates\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"sulphates\", \"quality\", \"support\"], \"rows\": [{\"sulphates\": \"0.5\", \"quality\": \"6\", \"support\": 121}, {\"sulphates\": \"0.38\", \"quality\": \"6\", \"support\": 94}, {\"sulphates\": \"0.46\", \"quality\": \"6\", \"support\": 94}, {\"sulphates\": \"0.5\", \"quality\": \"5\", \"support\": 92}, {\"sulphates\": \"0.42\", \"quality\": \"6\", \"support\": 90}, {\"sulphates\": \"0.44\", \"quality\": \"6\", \"support\": 85}, {\"sulphates\": \"0.45\", \"quality\": \"6\", \"support\": 85}, {\"sulphates\": \"0.46\", \"quality\": \"5\", \"support\": 85}, {\"sulphates\": \"0.54\", \"quality\": \"6\", \"support\": 83}, {\"sulphates\": \"0.47\", \"quality\": \"6\", \"support\": 75}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da9da48af3239a274185185e5a3df62c92f9193e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:51:46.629037+00:00", + "ended_at": "2026-05-04T07:51:59.740537+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5b50b0a871173a0f", + "problem_id": "v2p_n3_83f81736ec12ad90", + "dataset_id": "n3", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates, group_col_2=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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 {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\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=1/1", + "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_c\\n3\\sql\\v2q_n3_5b50b0a871173a0f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5b50b0a871173a0f", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 20864, + "output_tokens": 121, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2349, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13079.39, + "sql_execution_elapsed_ms_total": 4.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_5b50b0a871173a0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..deb237eb2b3b300d8ccfa65a002d599b7aad1f51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5b50b0a871173a0f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:59.728099+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13079.39, "started_at": "2026-05-04T07:51:46.631251+00:00", "ended_at": "2026-05-04T07:51:59.711514+00:00", "prompt_metrics": {"chars": 7773, "bytes_utf8": 7773, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22333, "cached_input_tokens": 20864, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:51:46.828028Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:49.285101Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..03493e79eec41c8b7cb29b045920d0ce09bbb3f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"quality\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"density_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"density_value\" AS \"percentile_measure\"\nFROM \"picked\"\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_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fb97cd07b12f5a5c2e340f0777d3bd1cffcdc52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-ab8b-7e93-9356-c9256dd45074"} +{"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 \\\"quality\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"density_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"density_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 95th percentile because SQLite does not support PERCENTILE_CONT. Casted \\\"density\\\" from TEXT to REAL and grouped by \\\"quality\\\" as requested.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22327,"cached_input_tokens":19840,"output_tokens":314}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5c945953a9402c779afc8089038091d2360207b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"density_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"density_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used a SQLite-compatible nearest-rank approximation for the 95th percentile because SQLite does not support PERCENTILE_CONT. Casted \"density\" from TEXT to REAL and grouped by \"quality\" as requested."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..666739089db067dd892d31640d35ef88214afbcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-e57e-7ae0-a0ff-2d6f7f9240d2"} +{"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 \\\"quality\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"density_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"density_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL with SQLite-safe integer arithmetic for the 95th-percentile point rank: ceil(0.95 * cnt) = ((95 * cnt) + 99) / 100.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22591,"cached_input_tokens":21888,"output_tokens":514}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d48f51e1833c7a0ec82afbcecccadf09a3c2d908 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"density_value\",\n \"rn\",\n \"cnt\",\n ((95 * \"cnt\") + 99) / 100 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"density_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL with SQLite-safe integer arithmetic for the 95th-percentile point rank: ceil(0.95 * cnt) = ((95 * cnt) + 99) / 100."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..086a5407bb3c2f809cdb59980fa2ceb854a9eff1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:46.550038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:48.963342Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:00.270566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9f58fa956618c8574904d005f13e56ef62cd57d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:01.361346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:03.830064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:18.764443Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..683cbfea71a20813160bbd997ce90a949ffe4ec5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/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=quality, measure_col=density. +Result preview: [{"quality": "3", "percentile_measure": 0.9997}, {"quality": "5", "percentile_measure": 0.9996}, {"quality": "8", "percentile_measure": 0.999}, {"quality": "6", "percentile_measure": 0.99882}, {"quality": "7", "percentile_measure": 0.9984}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcaac1863fb909d8d6ef8c6a9c97717e933f81b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5bfee4726689ca31 +-- problem_id: v2p_n3_1e42d77b7327a6d4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("density" AS REAL) AS "density_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("density" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "density" IS NOT NULL +), +"picked" AS ( + SELECT + "quality", + "density_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "quality", + "density_value" 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_c/n3/artifacts/v2q_n3_5bfee4726689ca31/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2bf4d8caecf2f40ee5b009ad150013da895193a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/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 \"quality\",\n CAST(\"density\" AS REAL) AS \"density_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"density\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"density\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"density_value\",\n \"rn\",\n \"cnt\",\n ((95 * \"cnt\") + 99) / 100 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"quality\",\n \"density_value\" 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 \\\"quality\\\",\\n CAST(\\\"density\\\" AS REAL) AS \\\"density_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"density\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"density\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"density_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((95 * \\\"cnt\\\") + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"density_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"3\", \"percentile_measure\": 0.9997}, {\"quality\": \"5\", \"percentile_measure\": 0.9996}, {\"quality\": \"8\", \"percentile_measure\": 0.999}, {\"quality\": \"6\", \"percentile_measure\": 0.99882}, {\"quality\": \"7\", \"percentile_measure\": 0.9984}, {\"quality\": \"4\", \"percentile_measure\": 0.99836}, {\"quality\": \"9\", \"percentile_measure\": 0.997}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4fb43a2c4e9aa4685b5ecb2a6206f8f4ab5c098a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:16:46.319872+00:00", + "ended_at": "2026-05-04T08:17:19.696959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5bfee4726689ca31", + "problem_id": "v2p_n3_1e42d77b7327a6d4", + "dataset_id": "n3", + "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=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_5bfee4726689ca31.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5bfee4726689ca31", + "api_calls": 0, + "input_tokens": 44918, + "cached_input_tokens": 41728, + "output_tokens": 828, + "total_tokens": 45746, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4736, + "estimated_output_tokens": 554, + "estimated_total_tokens": 5290, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33298.97, + "sql_execution_elapsed_ms_total": 21.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_5bfee4726689ca31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94a6c9a3eac0f09c4f61c5f63f99dd5e50bf8270 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5bfee4726689ca31/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:17:01.171860+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14831.83, "started_at": "2026-05-04T08:16:46.322395+00:00", "ended_at": "2026-05-04T08:17:01.154428+00:00", "prompt_metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2236}, "response_metrics": {"chars": 978, "bytes_utf8": 978, "lines": 1, "estimated_tokens": 278}, "usage": {"input_tokens": 22327, "cached_input_tokens": 19840, "output_tokens": 314}, "stderr_preview": "2026-05-04T08:16:46.550038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:48.963342Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb973db30ec6e28fd4c239f3b72c6696da3ac41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-9f29-72b1-b2ff-82d67412939b"} +{"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 \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile within each \\\"fixed acidity\\\" group after filtering rows where \\\"quality\\\" = '5'. Numeric TEXT columns are cast to REAL for correct ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22407,"cached_input_tokens":20864,"output_tokens":397}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ec086623f261246a3e291a82f862e9c6743356a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n \"measure_col\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile within each \"fixed acidity\" group after filtering rows where \"quality\" = '5'. Numeric TEXT columns are cast to REAL for correct ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d4752cfe21eb6ddde8f6111439cf24d515bfb60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:42.530402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:45.121269Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:57.692342Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..61fdadbda9b7bb327516902af81cba01781c1355 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/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=fixed acidity, measure_col=sulphates, condition_col=quality. +Result preview: [{"fixed acidity": "8.7", "conditional_percentile": 0.88}, {"fixed acidity": "5.4", "conditional_percentile": 0.76}, {"fixed acidity": "7.8", "conditional_percentile": 0.75}, {"fixed acidity": "8.1", "conditional_percentile": 0.73}, {"fixed acidity": "6.2", "conditional_percentile": 0.7}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..31184220e69939bd7c369bd8d09a1f89355fa4b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5ec1bd152a2e9c6d +-- problem_id: v2p_n3_5c63ba4610287512 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + "measure_col" 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_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..957f30224ef71ddb149a843ef278632372314f66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/query_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 \"fixed acidity\" AS \"group_col\",\n CAST(\"sulphates\" AS REAL) AS \"measure_col\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n AND \"fixed acidity\" IS NOT NULL\n AND \"sulphates\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"group_col\" AS \"fixed acidity\",\n \"measure_col\" 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 \\\"fixed acidity\\\" AS \\\"group_col\\\",\\n CAST(\\\"sulphates\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"sulphates\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"fixed acidity\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.88}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.76}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.75}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.73}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"9.1\", \"conditional_percentile\": 0.7}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.68}, {\"fixed acidity\": \"9.8\", \"conditional_percentile\": 0.67}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.65}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"9.5\", \"conditional_percentile\": 0.64}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.63}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.63}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.63}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"9.7\", \"conditional_percentile\": 0.62}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"9.3\", \"conditional_percentile\": 0.61}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.6}, {\"fixed acidity\": \"10.3\", \"conditional_percentile\": 0.59}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.59}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.57}, {\"fixed acidity\": \"4.6\", \"conditional_percentile\": 0.55}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.55}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.55}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.53}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.51}, {\"fixed acidity\": \"9.4\", \"conditional_percentile\": 0.51}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.5}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.5}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.49}, {\"fixed acidity\": \"8.8\", \"conditional_percentile\": 0.49}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cee17c939db770aa20c21fdd1aed1b9e118f9a47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:04:38.779561+00:00", + "ended_at": "2026-05-04T08:04:58.530901+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5ec1bd152a2e9c6d", + "problem_id": "v2p_n3_5c63ba4610287512", + "dataset_id": "n3", + "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=fixed acidity, measure_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_5ec1bd152a2e9c6d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_5ec1bd152a2e9c6d", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 20864, + "output_tokens": 397, + "total_tokens": 22804, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 285, + "estimated_total_tokens": 2601, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19716.7, + "sql_execution_elapsed_ms_total": 6.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_5ec1bd152a2e9c6d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a133e506ee20579f851a3485fa9ae985d2bc3d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5ec1bd152a2e9c6d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:58.516724+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19716.7, "started_at": "2026-05-04T08:04:38.781951+00:00", "ended_at": "2026-05-04T08:04:58.495371+00:00", "prompt_metrics": {"chars": 8179, "bytes_utf8": 8179, "lines": 245, "estimated_tokens": 2316}, "response_metrics": {"chars": 1023, "bytes_utf8": 1023, "lines": 1, "estimated_tokens": 285}, "usage": {"input_tokens": 22407, "cached_input_tokens": 20864, "output_tokens": 397}, "stderr_preview": "2026-05-04T08:04:42.530402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:45.121269Z 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_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79a083d5f3d6d112bf9ff22e61f5a64f0320be5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/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_c\n-- sql_source_dataset_id: n3\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_n3_5f85b0d3be49eac7\n-- problem_id: v2p_n3_608c50591b3909a0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"citric acid\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"citric acid\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_5f85b0d3be49eac7\\n-- problem_id: v2p_n3_608c50591b3909a0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"citric acid\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"citric acid\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"citric acid\", \"support\", \"avg_response\"], \"rows\": [{\"citric acid\": \"0.3\", \"support\": 307, \"avg_response\": 6.867752442996743}, {\"citric acid\": \"0.28\", \"support\": 282, \"avg_response\": 6.784042553191489}, {\"citric acid\": \"0.32\", \"support\": 257, \"avg_response\": 6.784046692607004}, {\"citric acid\": \"0.34\", \"support\": 225, \"avg_response\": 7.017777777777778}, {\"citric acid\": \"0.29\", \"support\": 223, \"avg_response\": 6.7757847533632285}, {\"citric acid\": \"0.26\", \"support\": 219, \"avg_response\": 6.7333333333333325}, {\"citric acid\": \"0.27\", \"support\": 216, \"avg_response\": 6.6819444444444445}, {\"citric acid\": \"0.49\", \"support\": 215, \"avg_response\": 7.488837209302325}, {\"citric acid\": \"0.31\", \"support\": 200, \"avg_response\": 6.912999999999999}, {\"citric acid\": \"0.33\", \"support\": 183, \"avg_response\": 6.860109289617487}, {\"citric acid\": \"0.24\", \"support\": 181, \"avg_response\": 6.648066298342541}, {\"citric acid\": \"0.36\", \"support\": 177, \"avg_response\": 7.080790960451977}, {\"citric acid\": \"0.35\", \"support\": 137, \"avg_response\": 7.033576642335767}, {\"citric acid\": \"0.25\", \"support\": 136, \"avg_response\": 6.547058823529412}, {\"citric acid\": \"0.37\", \"support\": 134, \"avg_response\": 6.976865671641791}, {\"citric acid\": \"0.38\", \"support\": 122, \"avg_response\": 6.945901639344262}, {\"citric acid\": \"0.4\", \"support\": 117, \"avg_response\": 7.05982905982906}, {\"citric acid\": \"0.22\", \"support\": 104, \"avg_response\": 6.487500000000001}, {\"citric acid\": \"0.39\", \"support\": 101, \"avg_response\": 7.070297029702971}, {\"citric acid\": \"0.42\", \"support\": 95, \"avg_response\": 7.131052631578948}, {\"citric acid\": \"0.23\", \"support\": 83, \"avg_response\": 6.657831325301205}, {\"citric acid\": \"0.41\", \"support\": 82, \"avg_response\": 7.067073170731708}, {\"citric acid\": \"0.2\", \"support\": 70, \"avg_response\": 6.417142857142857}, {\"citric acid\": \"0.21\", \"support\": 66, \"avg_response\": 6.46060606060606}, {\"citric acid\": \"0.44\", \"support\": 63, \"avg_response\": 7.0285714285714285}, {\"citric acid\": \"0.46\", \"support\": 51, \"avg_response\": 7.305882352941177}, {\"citric acid\": \"0.18\", \"support\": 49, \"avg_response\": 6.326530612244898}, {\"citric acid\": \"0.19\", \"support\": 48, \"avg_response\": 6.402083333333334}, {\"citric acid\": \"0.45\", \"support\": 46, \"avg_response\": 7.067391304347827}, {\"citric acid\": \"0.74\", \"support\": 41, \"avg_response\": 7.278048780487804}, {\"citric acid\": \"0.48\", \"support\": 39, \"avg_response\": 7.302564102564103}, {\"citric acid\": \"0.47\", \"support\": 38, \"avg_response\": 6.755263157894737}, {\"citric acid\": \"0.43\", \"support\": 37, \"avg_response\": 7.275675675675675}, {\"citric acid\": \"0.5\", \"support\": 35, \"avg_response\": 6.680000000000001}, {\"citric acid\": \"0.16\", \"support\": 33, \"avg_response\": 6.0636363636363635}, {\"citric acid\": \"0.17\", \"support\": 27, \"avg_response\": 6.62962962962963}, {\"citric acid\": \"0.14\", \"support\": 27, \"avg_response\": 6.144444444444445}, {\"citric acid\": \"0.51\", \"support\": 25, \"avg_response\": 6.8839999999999995}, {\"citric acid\": \"0.52\", \"support\": 23, \"avg_response\": 6.765217391304348}, {\"citric acid\": \"0.15\", \"support\": 23, \"avg_response\": 6.156521739130435}, {\"citric acid\": \"0.56\", \"support\": 22, \"avg_response\": 7.336363636363637}, {\"citric acid\": \"0.58\", \"support\": 21, \"avg_response\": 7.042857142857143}, {\"citric acid\": \"0.54\", \"support\": 19, \"avg_response\": 6.984210526315789}, {\"citric acid\": \"0.12\", \"support\": 19, \"avg_response\": 6.2631578947368425}, {\"citric acid\": \"0\", \"support\": 19, \"avg_response\": 5.705263157894737}, {\"citric acid\": \"0.13\", \"support\": 17, \"avg_response\": 6.335294117647059}, {\"citric acid\": \"0.53\", \"support\": 16, \"avg_response\": 7.16875}, {\"citric acid\": \"0.62\", \"support\": 14, \"avg_response\": 7.292857142857143}, {\"citric acid\": \"0.1\", \"support\": 14, \"avg_response\": 6.257142857142857}, {\"citric acid\": \"0.57\", \"support\": 13, \"avg_response\": 6.946153846153846}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..74db144d7612deb711eb2ffe68bb17f255d1d045 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.466786+00:00", + "ended_at": "2026-05-04T08:19:07.476516+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_5f85b0d3be49eac7", + "problem_id": "v2p_n3_608c50591b3909a0", + "dataset_id": "n3", + "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=fixed acidity, key_col=citric acid.", + "bindings": { + "key_col": "citric acid", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_5f85b0d3be49eac7.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_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_5f85b0d3be49eac7/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_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..973695490c6b7af17f16a74ba90bc68d9c9b381f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7899, "bytes_utf8": 7899, "lines": 243, "estimated_tokens": 2258}} +{"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": 106}, "usage": {"input_tokens": 22349, "cached_input_tokens": 21888, "output_tokens": 122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b2fb382f68a8e7124604959059a1fb1414fdb9d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_61f3e0f4ba2401a1", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22471, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11697.36, + "sql_execution_elapsed_ms_total": 2.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_61f3e0f4ba2401a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b05f5985e97764e37dce877b5eb13ac092931e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/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": "2026-05-04T07:58:22.764121+00:00", + "ended_at": "2026-05-04T07:58:34.461195+00:00", + "elapsed_ms": 11697.36, + "prompt_metrics": { + "chars": 7899, + "bytes_utf8": 7899, + "lines": 243, + "estimated_tokens": 2258 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22349, + "cached_input_tokens": 21888, + "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_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ada22be8e7cbfcfe118e90245497f7316216886 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb34709f1cd670ae4f9326b4ebed5c246799971e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-d4aa-7e73-ad15-26f60200f299"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"quality\\\", and condition_value bound to '6'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22349,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..144e11712aeef36d82664e30ccc1e40c83f71fa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"quality\", and condition_value bound to '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_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55e7f1fd9003ff932df427c42a15e279fef98af4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:22.953875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:25.247884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:33.697564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bad7e2e58e9b820e10b83054cf507628542fa86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/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=quality, condition_col=quality. +Result preview: [{"quality": "6", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "5", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c352dc482d63bc9dfa9254399e5b6075a0038dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_61f3e0f4ba2401a1 +-- problem_id: v2p_n3_1e8db7b6cf98a523 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..532c787a89bd85c435f2cc7ccf5702f8e5d99e20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/query_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 \"quality\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"6\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"5\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..161337ad6139370f352d2f2848f885f0f76cfc4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:58:22.761908+00:00", + "ended_at": "2026-05-04T07:58:34.488345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_61f3e0f4ba2401a1", + "problem_id": "v2p_n3_1e8db7b6cf98a523", + "dataset_id": "n3", + "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=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_61f3e0f4ba2401a1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_61f3e0f4ba2401a1", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22471, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2364, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11697.36, + "sql_execution_elapsed_ms_total": 2.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_61f3e0f4ba2401a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc735e1958b66269b0fcfaea9fd337b62a5cdac1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61f3e0f4ba2401a1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:34.478342+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11697.36, "started_at": "2026-05-04T07:58:22.764121+00:00", "ended_at": "2026-05-04T07:58:34.461195+00:00", "prompt_metrics": {"chars": 7899, "bytes_utf8": 7899, "lines": 243, "estimated_tokens": 2258}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22349, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:58:22.953875Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:25.247884Z 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_c/n3/artifacts/v2q_n3_61fd05ac797c80af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e1f0b7c06ca20d0ea11b48ded2e92d83302fb95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/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_c\n-- sql_source_dataset_id: n3\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_n3_61fd05ac797c80af\n-- problem_id: v2p_n3_343536d254130ab2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_61fd05ac797c80af\\n-- problem_id: v2p_n3_343536d254130ab2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 0.2683582089552239}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 0.28275}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 0.2721195652173913}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 0.27}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 0.27392265193370163}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 0.28781609195402297}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 0.25339181286549706}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 0.26523529411764707}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 0.2636764705882353}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 0.2866369047619048}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 0.2725449101796407}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 0.2740625}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 0.2561783439490446}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 0.2676530612244898}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 0.26585106382978724}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 0.2797368421052632}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 0.273}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 0.26834615384615385}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 0.30327731092436977}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 0.2746521739130435}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 0.3009174311926605}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 0.2978240740740741}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 0.28841121495327104}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 0.27774038461538464}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 0.27585858585858586}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 0.2751136363636364}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 0.2524705882352941}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 0.29012345679012347}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 0.26191176470588234}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 0.2528688524590164}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 0.28043103448275863}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 0.28500000000000003}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 0.2679245283018868}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 0.30934782608695655}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 0.29291666666666666}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 0.3}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 0.2743333333333334}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 0.2564}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 0.29869565217391303}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 0.24900000000000003}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 0.2984210526315789}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 0.2981578947368421}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 0.2657894736842105}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 0.3416666666666667}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 0.3361111111111111}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 0.30333333333333334}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 0.34}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 0.23866666666666667}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 0.248}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 0.28111111111111114}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15a9aae66a70c27521a51299d6fb09f879890ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.542601+00:00", + "ended_at": "2026-05-04T08:19:07.549809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_61fd05ac797c80af", + "problem_id": "v2p_n3_343536d254130ab2", + "dataset_id": "n3", + "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=volatile acidity, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_61fd05ac797c80af.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_c/n3/artifacts/v2q_n3_61fd05ac797c80af/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_61fd05ac797c80af/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_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abd12f6ba499519de72b9ff04d1e6317c200acbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 242, "estimated_tokens": 2252}} +{"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": 108}, "usage": {"input_tokens": 22341, "cached_input_tokens": 20864, "output_tokens": 175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76fc451712fc1883edfcd3e99dea0b0e900d3ed2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_62a3f1aff04f66a3", + "api_calls": 0, + "input_tokens": 22341, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22516, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2252, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2360, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19324.65, + "sql_execution_elapsed_ms_total": 2.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_62a3f1aff04f66a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d55363ccf4566b0a56477d69d4cc2d2e3b07b815 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/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": "2026-05-04T07:38:44.802059+00:00", + "ended_at": "2026-05-04T07:39:04.126636+00:00", + "elapsed_ms": 19324.65, + "prompt_metrics": { + "chars": 7867, + "bytes_utf8": 7867, + "lines": 242, + "estimated_tokens": 2252 + }, + "stdout_metrics": { + "chars": 768, + "bytes_utf8": 768, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22341, + "cached_input_tokens": 20864, + "output_tokens": 175 + } + }, + "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_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f19d110908eea95f803542a493d7d57dfdf1ea45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58cc902c6c61eac8e5a24c0faa2afef2362aca3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-db4a-7571-86b6-c9933b3b3b88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided filtered top-k group count template with group_col bound to \\\"fixed acidity\\\" and a numeric filter on \\\"chlorides\\\". CAST to REAL is applied because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22341,"cached_input_tokens":20864,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04c63697de3621235b97d707ec18ebfa942f709e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided filtered top-k group count template with group_col bound to \"fixed acidity\" and a numeric filter on \"chlorides\". 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_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff1d6d29d5beadd0b23dbca00fcd87321a40c8e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:45.031877Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:47.876488Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:03.276475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7b38b10c1a86233e2a4f5b971861df8d6d5a542 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/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=fixed acidity. +Result preview: [{"fixed acidity": "6.4", "support": 94}, {"fixed acidity": "6.8", "support": 90}, {"fixed acidity": "6.6", "support": 88}, {"fixed acidity": "7.4", "support": 78}, {"fixed acidity": "7.2", "support": 71}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d06cf8a3f95ec2ec82132a9112dd20e2788481d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_62a3f1aff04f66a3 +-- problem_id: v2p_n3_4f7a7348cc0123d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40c21f44fdc780ca35e4f9c8720420318c55fd91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/query_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 \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"fixed acidity\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.4\", \"support\": 94}, {\"fixed acidity\": \"6.8\", \"support\": 90}, {\"fixed acidity\": \"6.6\", \"support\": 88}, {\"fixed acidity\": \"7.4\", \"support\": 78}, {\"fixed acidity\": \"7.2\", \"support\": 71}, {\"fixed acidity\": \"7.3\", \"support\": 67}, {\"fixed acidity\": \"6.9\", \"support\": 67}, {\"fixed acidity\": \"6.7\", \"support\": 62}, {\"fixed acidity\": \"7\", \"support\": 61}, {\"fixed acidity\": \"7.1\", \"support\": 58}, {\"fixed acidity\": \"6.5\", \"support\": 57}, {\"fixed acidity\": \"7.6\", \"support\": 51}, {\"fixed acidity\": \"6.2\", \"support\": 50}, {\"fixed acidity\": \"7.5\", \"support\": 45}, {\"fixed acidity\": \"6\", \"support\": 45}, {\"fixed acidity\": \"6.3\", \"support\": 41}, {\"fixed acidity\": \"6.1\", \"support\": 41}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0dba1520ec9030cdf0cd6295ede263c028a6d19b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:38:44.799905+00:00", + "ended_at": "2026-05-04T07:39:04.155648+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_62a3f1aff04f66a3", + "problem_id": "v2p_n3_4f7a7348cc0123d8", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_62a3f1aff04f66a3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_62a3f1aff04f66a3", + "api_calls": 0, + "input_tokens": 22341, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22516, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2252, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2360, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19324.65, + "sql_execution_elapsed_ms_total": 2.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_62a3f1aff04f66a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12f0b47bdda6e4d6e4a8074819119736831d394d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:04.145031+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19324.65, "started_at": "2026-05-04T07:38:44.802059+00:00", "ended_at": "2026-05-04T07:39:04.126636+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 242, "estimated_tokens": 2252}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22341, "cached_input_tokens": 20864, "output_tokens": 175}, "stderr_preview": "2026-05-04T07:38:45.031877Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:47.876488Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided filtered top-k group count template with group_col bound to \\\"fixed acidity\\\" and a numeric filter on \\\"chlorides\\\". CAST to REAL is applied because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce4832ffda195b5df1ef3d7da2b3ac0a02d3743b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_62a3f1aff04f66a3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_62a3f1aff04f66a3", + "api_calls": 0, + "input_tokens": 22341, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 22516, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2252, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2360, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19324.65, + "sql_execution_elapsed_ms_total": 2.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_62a3f1aff04f66a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d5844c119da3ec62323b1985a2721f4db3014ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7770, "bytes_utf8": 7770, "lines": 240, "estimated_tokens": 2215}} +{"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": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22306, "cached_input_tokens": 21888, "output_tokens": 162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b6289b07328b9687aa37e56a0805b43887afae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_630cc44d4fddba66", + "api_calls": 0, + "input_tokens": 22306, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22468, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2215, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13632.48, + "sql_execution_elapsed_ms_total": 12.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_630cc44d4fddba66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff025e4a5f24ce3a6850c38c6e551d86fa896acd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/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": "2026-05-04T08:02:45.588676+00:00", + "ended_at": "2026-05-04T08:02:59.218490+00:00", + "elapsed_ms": 13632.48, + "prompt_metrics": { + "chars": 7770, + "bytes_utf8": 7770, + "lines": 240, + "estimated_tokens": 2215 + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13263 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22306, + "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_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e02c5cb1b1b8d9d0eded86caeaa72c2c1b6f466b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c5b210c06198570c3b1095939bbab3e4e8cc353 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-d778-78b1-acca-14f4388e6d72"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"volatile acidity\\\". Cast \\\"volatile acidity\\\" to REAL because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22306,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a36bc8e319f68f65003ca53f026633f2886e16c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"volatile acidity\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"sulphates\" and measure_col bound to \"volatile acidity\". Cast \"volatile acidity\" to REAL because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ceeab01d439d89be789ac5ca3697fea8e25c6a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:45.826035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:48.207010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:58.526131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..614ace8f89a2637e3b84dacd1dcbaf9f4a5a5885 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/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=sulphates, measure_col=volatile acidity. +Result preview: [{"sulphates": "1", "avg_measure": 0.655}, {"sulphates": "0.94", "avg_measure": 0.485}, {"sulphates": "0.92", "avg_measure": 0.4575}, {"sulphates": "0.83", "avg_measure": 0.455}, {"sulphates": "0.25", "avg_measure": 0.39875}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a44127dbd2c72f11271d58030b5a520d06c6cdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_630cc44d4fddba66 +-- problem_id: v2p_n3_108b1b8635c2462a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("volatile acidity" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ad804ec544f088f97d401df958dc73867079f7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/query_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 \"sulphates\",\n AVG(CAST(\"volatile acidity\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1\", \"avg_measure\": 0.655}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.485}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.4575}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.455}, {\"sulphates\": \"0.25\", \"avg_measure\": 0.39875}, {\"sulphates\": \"1.01\", \"avg_measure\": 0.37}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.36}, {\"sulphates\": \"0.23\", \"avg_measure\": 0.34}, {\"sulphates\": \"0.26\", \"avg_measure\": 0.3175}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.3151807228915663}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.31461538461538463}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.3085714285714286}, {\"sulphates\": \"0.27\", \"avg_measure\": 0.30615384615384617}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.30170454545454545}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.3008214285714286}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.3}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.2997916666666667}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.2997222222222222}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.29964285714285716}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.295}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.2937142857142857}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.2914814814814815}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.29000000000000004}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.29}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.2898823529411765}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.2891666666666667}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.2889705882352941}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.28740223463687153}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.28718023255813957}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.28644444444444445}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.2862626262626263}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.285}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.2849074074074074}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.28355932203389833}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.2835119047619048}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.280125}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.2796774193548387}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.27909638554216865}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.27686746987951805}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.2759375}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.2758888888888889}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.2743333333333334}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.2725}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.2723913043478261}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.27185393258426965}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.2718269230769231}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.27182119205298017}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.2718041237113402}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.27116666666666667}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.2711077844311377}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a21b7e84d6f82c655551c4ebfa5efaf0b69f1b37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:02:45.586444+00:00", + "ended_at": "2026-05-04T08:02:59.259093+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_630cc44d4fddba66", + "problem_id": "v2p_n3_108b1b8635c2462a", + "dataset_id": "n3", + "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=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_630cc44d4fddba66.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_630cc44d4fddba66", + "api_calls": 0, + "input_tokens": 22306, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22468, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2215, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13632.48, + "sql_execution_elapsed_ms_total": 12.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_630cc44d4fddba66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d905b327a1d552ceacb3fdfeda2ceb6b7c102ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_630cc44d4fddba66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:59.238478+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13632.48, "started_at": "2026-05-04T08:02:45.588676+00:00", "ended_at": "2026-05-04T08:02:59.218490+00:00", "prompt_metrics": {"chars": 7770, "bytes_utf8": 7770, "lines": 240, "estimated_tokens": 2215}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22306, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T08:02:45.826035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:48.207010Z 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_c/n3/artifacts/v2q_n3_639da68b2f24b136/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebd6721ead1a03e5dbe1f6a8fc4611f6dadc2924 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/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_c\n-- sql_source_dataset_id: n3\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_n3_639da68b2f24b136\n-- problem_id: v2p_n3_0345d2ef254287d0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_639da68b2f24b136\\n-- problem_id: v2p_n3_0345d2ef254287d0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 6.1615625000000005}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 5.573863636363637}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 6.502325581395349}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 5.696899224806201}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 5.43671875}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 6.04763779527559}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 4.325}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 7.033035714285715}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 5.573214285714286}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 7.386936936936937}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 5.421171171171171}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 4.793636363636363}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 6.679816513761468}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 7.255288461538461}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 5.2349514563106805}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 6.322549019607843}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 5.810784313725491}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 8.597524752475248}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 4.744059405940594}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 5.355555555555556}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 4.726262626262626}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 4.851075268817204}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 7.828571428571428}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 5.831460674157303}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 3.581460674157303}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 7.3500000000000005}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 5.081547619047619}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 8.082926829268292}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 3.918125}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 3.99493670886076}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 9.190666666666665}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 7.802083333333333}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 9.588970588235293}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 4.313235294117647}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 8.478787878787879}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 8.5578125}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 7.278125}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 6.38015873015873}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 9.491803278688524}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 11.571551724137931}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 4.617241379310345}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 4.0190909090909095}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 3.0063636363636363}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 9.306481481481482}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 4.047058823529412}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 7.614893617021276}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 2.5455555555555556}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 9.020454545454545}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 8.903571428571428}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 10.24102564102564}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..331d6e003ebdd214c9c194b6d11e5cff9c51dcd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.599697+00:00", + "ended_at": "2026-05-04T08:19:07.607500+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_639da68b2f24b136", + "problem_id": "v2p_n3_0345d2ef254287d0", + "dataset_id": "n3", + "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=residual sugar, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_639da68b2f24b136.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_c/n3/artifacts/v2q_n3_639da68b2f24b136/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_639da68b2f24b136/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_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5fe7961d9aad19c6ea980cd6be51468028b7e34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7855, "bytes_utf8": 7855, "lines": 242, "estimated_tokens": 2250}} +{"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": 117}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0ec622f3662737363d9392b04ea867de0fe36dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6562e7b1f561fc85", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22479, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12904.08, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6562e7b1f561fc85\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39bd36a9abc06377b53156ae30eb1867f595dd2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/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": "2026-05-04T07:41:03.022391+00:00", + "ended_at": "2026-05-04T07:41:15.926202+00:00", + "elapsed_ms": 12904.08, + "prompt_metrics": { + "chars": 7855, + "bytes_utf8": 7855, + "lines": 242, + "estimated_tokens": 2250 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22339, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e65077ffa64040a6cbe3e7e93e42dde9c0bffda1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "quality", + "predicate_col": "sulphates", + "predicate_op": ">=", + "predicate_value": 0.55, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd672cc621df0ae06dbd7e3fa996538a4e66ecad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-f735-7580-a252-38a26ae552ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"sulphates\\\" AS REAL) >= 0.55\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"quality\\\" and predicate_col bound to \\\"sulphates\\\". Cast \\\"sulphates\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b9f35bfbafc2dfd8b1ba373b7690971471b0d81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"sulphates\" AS REAL) >= 0.55\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"quality\" and predicate_col bound to \"sulphates\". Cast \"sulphates\" 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_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d911551fccb148c51a32d9fc777a63013972ded --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:03.215255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:05.699600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:15.157199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ee6a718cd8718559111b042f2f8584c78b472b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/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=quality. +Result preview: [{"quality": "6", "support": 581}, {"quality": "5", "support": 297}, {"quality": "7", "support": 276}, {"quality": "8", "support": 53}, {"quality": "4", "support": 39}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7d9694498e1632d82375dc45324b38cffb292b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_6562e7b1f561fc85 +-- problem_id: v2p_n3_63783689ba38c96b +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("sulphates" AS REAL) >= 0.55 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a70cd43e61d1179eb38a57addd59e9a82ea03c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/query_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 \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"sulphates\" AS REAL) >= 0.55\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"sulphates\\\" AS REAL) >= 0.55\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"quality\", \"support\"], \"rows\": [{\"quality\": \"6\", \"support\": 581}, {\"quality\": \"5\", \"support\": 297}, {\"quality\": \"7\", \"support\": 276}, {\"quality\": \"8\", \"support\": 53}, {\"quality\": \"4\", \"support\": 39}, {\"quality\": \"3\", \"support\": 5}, {\"quality\": \"9\", \"support\": 1}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53fa7c75b3d4430dd448f92869377997b9913a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:41:03.019966+00:00", + "ended_at": "2026-05-04T07:41:15.953497+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6562e7b1f561fc85", + "problem_id": "v2p_n3_63783689ba38c96b", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality", + "predicate_col": "sulphates", + "predicate_op": ">=", + "predicate_value": 0.55, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_6562e7b1f561fc85.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6562e7b1f561fc85", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22479, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12904.08, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6562e7b1f561fc85\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75ef4c2ae9101aa6cf0cd74b305d0b904bc97512 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:15.943523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12904.08, "started_at": "2026-05-04T07:41:03.022391+00:00", "ended_at": "2026-05-04T07:41:15.926202+00:00", "prompt_metrics": {"chars": 7855, "bytes_utf8": 7855, "lines": 242, "estimated_tokens": 2250}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22339, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:41:03.215255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:05.699600Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.55\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"quality\\\" and predicate_col bound to \\\"sulphates\\\". Cast \\\"sulphates\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fc0fd1523b7f3c0b7537100fcea8517b1ddbaf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6562e7b1f561fc85/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6562e7b1f561fc85", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22479, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12904.08, + "sql_execution_elapsed_ms_total": 2.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6562e7b1f561fc85\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f985ba70de5c80d8bac893b7751bd8d5a3437404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7775, "bytes_utf8": 7775, "lines": 240, "estimated_tokens": 2214}} +{"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": 105}, "usage": {"input_tokens": 22305, "cached_input_tokens": 19840, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7159a4582290ed226964e9830baad86211b90a1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_676467892b662153", + "api_calls": 0, + "input_tokens": 22305, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2214, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2319, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15142.15, + "sql_execution_elapsed_ms_total": 17.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_676467892b662153\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9349aede43ac9b3c8b2dfb15e87cd71cbae40f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/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": "2026-05-04T08:03:23.348521+00:00", + "ended_at": "2026-05-04T08:03:38.488135+00:00", + "elapsed_ms": 15142.15, + "prompt_metrics": { + "chars": 7775, + "bytes_utf8": 7775, + "lines": 240, + "estimated_tokens": 2214 + }, + "stdout_metrics": { + "chars": 788, + "bytes_utf8": 788, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22305, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd149e83a824faa04adf789f36cce5a7de5a2e71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01cafddf9a61354ca9a3515420984648d9592723 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-6acf-77c2-a837-abb9589f4a19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"fixed acidity\\\" and measure_col bound to \\\"residual sugar\\\". CAST to REAL is necessary because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22305,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..160b9f40ef4568df5d8642984b2b01f439e6ae7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"fixed acidity\" and measure_col bound to \"residual sugar\". 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_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1521775e4af0b76ec6a06aaadd86e9e4741e9200 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:23.534914Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:25.931506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:37.548101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ee4e267a5a4d51822994f91685b43a06eb3c7da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/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=fixed acidity, measure_col=residual sugar. +Result preview: [{"fixed acidity": "11.8", "avg_measure": 11.1}, {"fixed acidity": "3.8", "avg_measure": 11.1}, {"fixed acidity": "7.15", "avg_measure": 9.6}, {"fixed acidity": "10.7", "avg_measure": 8.2}, {"fixed acidity": "7.4", "avg_measure": 8.110824742268042}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1196ef0e6bb2e24ef40935bfe51af87a838f0256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_676467892b662153 +-- problem_id: v2p_n3_e686763346f58760 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b9046e1dd053d7c008195302a27d7c1b8353c99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/query_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 \"fixed acidity\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"11.8\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 8.110824742268042}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 8.014285714285714}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 7.946666666666667}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 7.651219512195122}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 7.56875}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 7.468820224719101}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 7.397564935064935}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 7.224731182795699}, {\"fixed acidity\": \"8\", \"avg_measure\": 7.194374999999999}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 7.028398058252427}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 6.902287581699346}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 6.834647302904565}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 6.823655913978495}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 6.781777777777778}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 6.7717241379310344}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 6.7505}, {\"fixed acidity\": \"7\", \"avg_measure\": 6.606681034482759}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 6.587162162162162}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 6.5140625000000005}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 6.48125}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 6.464618644067797}, {\"fixed acidity\": \"10.2\", \"avg_measure\": 6.2}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 6.197222222222222}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 6.155989583333334}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 6.147115384615384}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 6.098404255319149}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 6.071428571428571}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 5.885714285714286}, {\"fixed acidity\": \"10\", \"avg_measure\": 5.7}, {\"fixed acidity\": \"9\", \"avg_measure\": 5.670588235294118}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 5.644516129032258}, {\"fixed acidity\": \"6\", \"avg_measure\": 5.330978260869565}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 5.330357142857143}, {\"fixed acidity\": \"5\", \"avg_measure\": 4.947916666666667}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 4.8500000000000005}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 4.824757281553398}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 4.588888888888889}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 4.428}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 4.376190476190477}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 4.360743801652893}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 4.325352112676057}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 4.2}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 4.066666666666666}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.990625}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.903703703703704}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.7160714285714285}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9bd825504248e0c6601e54e7b277ed699c30a122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:03:23.345663+00:00", + "ended_at": "2026-05-04T08:03:38.547907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_676467892b662153", + "problem_id": "v2p_n3_e686763346f58760", + "dataset_id": "n3", + "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=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_676467892b662153.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_676467892b662153", + "api_calls": 0, + "input_tokens": 22305, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22426, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2214, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2319, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15142.15, + "sql_execution_elapsed_ms_total": 17.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_676467892b662153\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ba35cacff6d34ebc8a363b4c3f147b88d8dd360 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_676467892b662153/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:38.519326+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15142.15, "started_at": "2026-05-04T08:03:23.348521+00:00", "ended_at": "2026-05-04T08:03:38.488135+00:00", "prompt_metrics": {"chars": 7775, "bytes_utf8": 7775, "lines": 240, "estimated_tokens": 2214}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22305, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:03:23.534914Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:25.931506Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44768310cbb4e3230d318969d971bc4544beda58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-a91e-7712-8441-45c4c5fe62dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"fixed acidity\\\" AS REAL) >= 7.3\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col and predicate_col both bound to \\\"fixed acidity\\\". Applied CAST(... AS REAL) because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":19840,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..269c2cc1f1659097432104fe4dcea312054159a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"fixed acidity\" AS REAL) >= 7.3\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required template with group_col and predicate_col both bound to \"fixed acidity\". Applied CAST(... AS 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_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71e73598551041c5ebcb05f7c2cfb2a218ac40d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:32.166578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:34.614020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:43.812858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b99a7640f1ab78e8035cca828b1e2c99512dc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/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=fixed acidity. +Result preview: [{"fixed acidity": "7.4", "support": 194}, {"fixed acidity": "7.3", "support": 178}, {"fixed acidity": "7.6", "support": 153}, {"fixed acidity": "7.5", "support": 123}, {"fixed acidity": "7.8", "support": 93}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c847b0fe7b9c79dbc95037146b0bd57dea17a082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_688e7202dd026848 +-- problem_id: v2p_n3_bc712bb14a0683f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("fixed acidity" AS REAL) >= 7.3 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d93c61d670d370d388422ce740cdb5c5caee83b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/query_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 \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"fixed acidity\" AS REAL) >= 7.3\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"fixed acidity\\\" AS REAL) >= 7.3\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"fixed acidity\", \"support\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"support\": 194}, {\"fixed acidity\": \"7.3\", \"support\": 178}, {\"fixed acidity\": \"7.6\", \"support\": 153}, {\"fixed acidity\": \"7.5\", \"support\": 123}, {\"fixed acidity\": \"7.8\", \"support\": 93}, {\"fixed acidity\": \"7.7\", \"support\": 93}, {\"fixed acidity\": \"8\", \"support\": 80}, {\"fixed acidity\": \"7.9\", \"support\": 74}, {\"fixed acidity\": \"8.2\", \"support\": 56}, {\"fixed acidity\": \"8.1\", \"support\": 56}, {\"fixed acidity\": \"8.3\", \"support\": 52}, {\"fixed acidity\": \"8.4\", \"support\": 35}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e363927f3b7c2d2e9b40c48f0dd0b0edd6fb6934 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:38:31.947744+00:00", + "ended_at": "2026-05-04T07:38:44.796309+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_688e7202dd026848", + "problem_id": "v2p_n3_bc712bb14a0683f5", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_688e7202dd026848.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_688e7202dd026848", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 165, + "total_tokens": 22504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2351, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12797.78, + "sql_execution_elapsed_ms_total": 2.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_688e7202dd026848\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2b1c8d8d3f171a21fc6f812f388c277e3a3df70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:44.781641+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12797.78, "started_at": "2026-05-04T07:38:31.951282+00:00", "ended_at": "2026-05-04T07:38:44.749146+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 242, "estimated_tokens": 2250}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22339, "cached_input_tokens": 19840, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:38:32.166578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:34.614020Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.3\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col and predicate_col both bound to \\\"fixed acidity\\\". Applied CAST(... AS REAL) because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41d09dafd104085df040f614e4563b5b43386ddb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_688e7202dd026848/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_688e7202dd026848", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 165, + "total_tokens": 22504, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2351, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12797.78, + "sql_execution_elapsed_ms_total": 2.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_688e7202dd026848\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f3c2cee0b92ade23090e9b8b82bb6c19f8708c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7950, "bytes_utf8": 7950, "lines": 244, "estimated_tokens": 2286}} +{"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": 136}, "usage": {"input_tokens": 22375, "cached_input_tokens": 20864, "output_tokens": 160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..262a7e2b89b9e47f55f83e30dde1219ae164d6b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_697b0051be9366a4", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 22535, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2422, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15334.88, + "sql_execution_elapsed_ms_total": 3.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_697b0051be9366a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d07860aeafce48637553d283dd87c411fa9edce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/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": "2026-05-04T07:49:56.206591+00:00", + "ended_at": "2026-05-04T07:50:11.541646+00:00", + "elapsed_ms": 15334.88, + "prompt_metrics": { + "chars": 7950, + "bytes_utf8": 7950, + "lines": 244, + "estimated_tokens": 2286 + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22375, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75a1bdafa79e4cde1d51720e2855dd092ce079c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 11.4, + "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}\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_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65936db00be28f934d59fde71badcb4b1bd22750 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-1a31-7b02-8aca-061ce2378c76"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"sulphates\\\", measure_col=\\\"alcohol\\\", predicate_col=\\\"density\\\" with >= 0.9961, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22375,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..949569eb913b21049eedaa4a6ee39805768109c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"sulphates\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided template and fixed bindings: group_col=\"sulphates\", measure_col=\"alcohol\", predicate_col=\"density\" with >= 0.9961, and top_k=13. Cast numeric-looking 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_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38288aec5086e14bc7ac11c39fa033afeb04ac0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:56.464773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:59.250135Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:10.592154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ddbb6862bb4b565d99c6887c1c42eb5d488b484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/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=sulphates, measure_col=alcohol. +Result preview: [{"sulphates": "0.5", "total_measure": 844.6999999999999}, {"sulphates": "0.46", "total_measure": 670.1}, {"sulphates": "0.44", "total_measure": 576.7}, {"sulphates": "0.49", "total_measure": 552.8}, {"sulphates": "0.45", "total_measure": 475.5}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b488882fc4bc327756351a4fb3dbba04cf69ee45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_697b0051be9366a4 +-- problem_id: v2p_n3_154e269cfe560063 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e3223a042777ff522fd4863452077fec71b9747 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/query_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 \"sulphates\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 844.6999999999999}, {\"sulphates\": \"0.46\", \"total_measure\": 670.1}, {\"sulphates\": \"0.44\", \"total_measure\": 576.7}, {\"sulphates\": \"0.49\", \"total_measure\": 552.8}, {\"sulphates\": \"0.45\", \"total_measure\": 475.5}, {\"sulphates\": \"0.47\", \"total_measure\": 463.4}, {\"sulphates\": \"0.53\", \"total_measure\": 429.1}, {\"sulphates\": \"0.38\", \"total_measure\": 427.2}, {\"sulphates\": \"0.51\", \"total_measure\": 426.3}, {\"sulphates\": \"0.54\", \"total_measure\": 414.2}, {\"sulphates\": \"0.52\", \"total_measure\": 390.6}, {\"sulphates\": \"0.41\", \"total_measure\": 383.4}, {\"sulphates\": \"0.48\", \"total_measure\": 376.7}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72d7eb5b950b8bbad7088e53f4ab33790b52a6c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:49:56.203699+00:00", + "ended_at": "2026-05-04T07:50:11.580085+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_697b0051be9366a4", + "problem_id": "v2p_n3_154e269cfe560063", + "dataset_id": "n3", + "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=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 11.4, + "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", + "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=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_c\\n3\\sql\\v2q_n3_697b0051be9366a4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_697b0051be9366a4", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 22535, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2422, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15334.88, + "sql_execution_elapsed_ms_total": 3.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_697b0051be9366a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8b6bb911faaa41b0023fdc6949ce73585804120 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:11.567457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15334.88, "started_at": "2026-05-04T07:49:56.206591+00:00", "ended_at": "2026-05-04T07:50:11.541646+00:00", "prompt_metrics": {"chars": 7950, "bytes_utf8": 7950, "lines": 244, "estimated_tokens": 2286}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22375, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:49:56.464773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:59.250135Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9961\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"sulphates\\\", measure_col=\\\"alcohol\\\", predicate_col=\\\"density\\\" with >= 0.9961, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4cd008d9a98d295b3747b0ee275031edfdfa3e40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_697b0051be9366a4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_697b0051be9366a4", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 22535, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2422, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15334.88, + "sql_execution_elapsed_ms_total": 3.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_697b0051be9366a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64f7637715ae7e5e4a063226dd6fe384e6ddf96a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7913, "bytes_utf8": 7913, "lines": 243, "estimated_tokens": 2265}} +{"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": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22356, "cached_input_tokens": 20864, "output_tokens": 132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6e586f98820f542558c4ddca816fc4556a4cd341 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6c1af0ce2ce2172c", + "api_calls": 0, + "input_tokens": 22356, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2265, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12557.81, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6c1af0ce2ce2172c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ea2634bd049915ce94a76c871064943f112d9ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/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": "2026-05-04T07:56:52.062654+00:00", + "ended_at": "2026-05-04T07:57:04.620808+00:00", + "elapsed_ms": 12557.81, + "prompt_metrics": { + "chars": 7913, + "bytes_utf8": 7913, + "lines": 243, + "estimated_tokens": 2265 + }, + "stdout_metrics": { + "chars": 781, + "bytes_utf8": 781, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 456, + "bytes_utf8": 456, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22356, + "cached_input_tokens": 20864, + "output_tokens": 132 + } + }, + "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_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ec6838688c3fa3be7b7d33dfc6d7e5fb077f237 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f0bc590f9d061f2da3315ebc7c366c31278524 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-7251-7980-bd00-ea9a28ba86e6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"sulphates\\\" and condition_col=\\\"quality\\\". Kept identifiers double-quoted and condition value as text because the SQLite schema stores these columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22356,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39e78206aa09021b77cc4e678ff61be5558fea91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"sulphates\" and condition_col=\"quality\". Kept identifiers double-quoted and condition value as text 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_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81cc1dbf433fc3281abcd00cabcde17a08153634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:52.241121Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:54.620111Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:03.878163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28b688c0f44fb9ea82f1bf21231b3586666fc91a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/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=sulphates, condition_col=quality. +Result preview: [{"sulphates": "0.88", "condition_rate": 0.5714285714285714}, {"sulphates": "0.29", "condition_rate": 0.4375}, {"sulphates": "0.81", "condition_rate": 0.4}, {"sulphates": "0.8", "condition_rate": 0.4}, {"sulphates": "0.48", "condition_rate": 0.39664804469273746}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb866631dca1d26fd91c66e6ce1afc11d12b16f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_6c1af0ce2ce2172c +-- problem_id: v2p_n3_92201fd267b49ee5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c6d3b4f11dab5d885d32e8fd8bfcab15195ef69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/query_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 \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"0.88\", \"condition_rate\": 0.5714285714285714}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.81\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.48\", \"condition_rate\": 0.39664804469273746}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.38953488372093026}, {\"sulphates\": \"0.52\", \"condition_rate\": 0.38461538461538464}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.37777777777777777}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.37142857142857144}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.37037037037037035}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.36947791164658633}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.3684210526315789}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.3539325842696629}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.34806629834254144}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.3433734939759036}, {\"sulphates\": \"0.73\", \"condition_rate\": 0.3333333333333333}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.32941176470588235}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.3235294117647059}, {\"sulphates\": \"0.39\", \"condition_rate\": 0.31788079470198677}, {\"sulphates\": \"0.44\", \"condition_rate\": 0.3101851851851852}, {\"sulphates\": \"0.28\", \"condition_rate\": 0.3076923076923077}, {\"sulphates\": \"0.6\", \"condition_rate\": 0.3068181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.2981366459627329}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.32\", \"condition_rate\": 0.2962962962962963}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.29545454545454547}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.2949640287769784}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.2916666666666667}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.28888888888888886}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.2857142857142857}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.2757009345794392}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.27450980392156865}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.26851851851851855}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.26506024096385544}, {\"sulphates\": \"0.74\", \"condition_rate\": 0.2631578947368421}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.2518518518518518}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.25149700598802394}, {\"sulphates\": \"0.84\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.72\", \"condition_rate\": 0.24242424242424243}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.24166666666666667}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.23255813953488372}, {\"sulphates\": \"0.65\", \"condition_rate\": 0.21428571428571427}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.208955223880597}, {\"sulphates\": \"0.3\", \"condition_rate\": 0.1935483870967742}, {\"sulphates\": \"0.75\", \"condition_rate\": 0.18181818181818182}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.17142857142857143}, {\"sulphates\": \"0.71\", \"condition_rate\": 0.16666666666666666}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.16666666666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc3a933ea89841df12f0585cc25ed47bfe7b969e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:56:52.059909+00:00", + "ended_at": "2026-05-04T07:57:04.649572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6c1af0ce2ce2172c", + "problem_id": "v2p_n3_92201fd267b49ee5", + "dataset_id": "n3", + "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=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_6c1af0ce2ce2172c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6c1af0ce2ce2172c", + "api_calls": 0, + "input_tokens": 22356, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2265, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2381, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12557.81, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6c1af0ce2ce2172c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb2bf955f8606e8141f2609824ff3838ae8d6385 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6c1af0ce2ce2172c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:04.635697+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12557.81, "started_at": "2026-05-04T07:56:52.062654+00:00", "ended_at": "2026-05-04T07:57:04.620808+00:00", "prompt_metrics": {"chars": 7913, "bytes_utf8": 7913, "lines": 243, "estimated_tokens": 2265}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22356, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:56:52.241121Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:54.620111Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=chlorides.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96c954706b4512dfd250a1cac757caf9115133c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-06a7-7240-b319-6e9bca0ab703"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"chlorides\\\". Casted \\\"chlorides\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22306,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..113043eb78ee0730eb077380689eb4ee34be727f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"sulphates\" and measure_col=\"chlorides\". Casted \"chlorides\" 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_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..969cbd5fee0c87557c968d3aa4d9a15065b28208 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,33 @@ +2026-05-04T08:04:03.440314Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:08.464191Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:04:08.464607Z 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" }) })) +2026-05-04T08:04:08.464901Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T08:04:08.469828Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T08:04:17.261564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78eaeb42c9f1e08eae9b93c6da8b64a552fbd8b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/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=sulphates, measure_col=chlorides. +Result preview: [{"sulphates": "0.74", "avg_measure": 0.05057894736842105}, {"sulphates": "0.67", "avg_measure": 0.0504}, {"sulphates": "0.88", "avg_measure": 0.05014285714285714}, {"sulphates": "0.43", "avg_measure": 0.05006832298136646}, {"sulphates": "0.8", "avg_measure": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1492d5f05cb459a822026f2ded589b08afd98ad9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_6e1f0215b6dbf99b +-- problem_id: v2p_n3_54869fa187fb9df5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3da67d624f3c6906faf83333e4469ce968a2fabd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/query_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 \"sulphates\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"0.74\", \"avg_measure\": 0.05057894736842105}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.0504}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.05014285714285714}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.05006832298136646}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.05}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.04918072289156626}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.04914925373134329}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.04907821229050279}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.04898148148148148}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.04847674418604651}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.048286516853932586}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.048171428571428566}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.04808433734939759}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.048}, {\"sulphates\": \"1.01\", \"avg_measure\": 0.048}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.04797196261682243}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.04783333333333333}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.04762626262626263}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.04751470588235294}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.0471037037037037}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.04700000000000001}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.047}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.046884259259259264}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.04681767955801105}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.046720000000000005}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.0462874251497006}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.046096774193548386}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.04608974358974359}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.04608333333333334}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.04576923076923077}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.045456953642384106}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.045374100719424465}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.045267857142857144}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.045}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.04493333333333334}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.044148148148148145}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.04406060606060606}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.043722222222222225}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.043454545454545454}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.043421052631578944}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.043176470588235295}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.043}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.04291764705882353}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.042833333333333334}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.0428}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.04278409090909091}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.042600000000000006}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.04246391752577319}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.04184090909090909}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.0414375}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84964b6621ef20d85de4faa5937683ccee932d01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:04:03.255375+00:00", + "ended_at": "2026-05-04T08:04:18.351082+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_6e1f0215b6dbf99b", + "problem_id": "v2p_n3_54869fa187fb9df5", + "dataset_id": "n3", + "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=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_6e1f0215b6dbf99b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6e1f0215b6dbf99b", + "api_calls": 0, + "input_tokens": 22306, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 22428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2215, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2321, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15057.79, + "sql_execution_elapsed_ms_total": 14.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6e1f0215b6dbf99b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad4af6118c066a96e6e5b9588435ef5c8770d517 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:18.327833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15057.79, "started_at": "2026-05-04T08:04:03.257537+00:00", "ended_at": "2026-05-04T08:04:18.315123+00:00", "prompt_metrics": {"chars": 7759, "bytes_utf8": 7759, "lines": 240, "estimated_tokens": 2215}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22306, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:04:03.440314Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:08.464191Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:04:08.464607Z 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\" }) }))\n2026-05-04T08:04:08.464901Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T08:04:08.469828Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"chlorides\\\". Casted \\\"chlorides\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce193f346f27f1b0e2e665aaef4b34296ae0cb0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_6e1f0215b6dbf99b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_6e1f0215b6dbf99b", + "api_calls": 0, + "input_tokens": 22306, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 22428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2215, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2321, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15057.79, + "sql_execution_elapsed_ms_total": 14.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_6e1f0215b6dbf99b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f93ccecf08518bbb85bee846b0f95deb49c6985d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 2198, "support_share": 0.44875459371171905, "support_rank": 1}, {"value_label": "5", "support": 1457, "support_share": 0.2974683544303797, "support_rank": 2}, {"value_label": "7", "support": 880, "support_share": 0.17966516945692118, "support_rank": 3}, {"value_label": "8", "support": 175, "support_share": 0.03572886892609228, "support_rank": 4}, {"value_label": "4", "support": 163, "support_share": 0.03327888934258881, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c386af0b836a7eee894018b58f039f3d41648c2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_705f282716c04806 +-- problem_id: v2p_n3_42a76519d1bbf932 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +) +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_c/n3/artifacts/v2q_n3_705f282716c04806/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a9299b72e53c009f5b69d79ae6fa53e1f85cc59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/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_c\n-- sql_source_dataset_id: n3\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_n3_705f282716c04806\n-- problem_id: v2p_n3_42a76519d1bbf932\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"quality\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"quality\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_705f282716c04806\\n-- problem_id: v2p_n3_42a76519d1bbf932\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"quality\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\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\": \"6\", \"support\": 2198, \"support_share\": 0.44875459371171905, \"support_rank\": 1}, {\"value_label\": \"5\", \"support\": 1457, \"support_share\": 0.2974683544303797, \"support_rank\": 2}, {\"value_label\": \"7\", \"support\": 880, \"support_share\": 0.17966516945692118, \"support_rank\": 3}, {\"value_label\": \"8\", \"support\": 175, \"support_share\": 0.03572886892609228, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 163, \"support_share\": 0.03327888934258881, \"support_rank\": 5}, {\"value_label\": \"3\", \"support\": 20, \"support_share\": 0.004083299305839118, \"support_rank\": 6}, {\"value_label\": \"9\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 7}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66fea3b88e20bf5cb46c67eb6895fd1a1c7d1807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.370407+00:00", + "ended_at": "2026-05-04T08:19:07.375363+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_705f282716c04806", + "problem_id": "v2p_n3_42a76519d1bbf932", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality" + }, + "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=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_c\\n3\\sql\\v2q_n3_705f282716c04806.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_c/n3/artifacts/v2q_n3_705f282716c04806/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_705f282716c04806/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_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..322bd66fc8b4cbb9628393c05fd9d62dab853488 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7946, "bytes_utf8": 7946, "lines": 244, "estimated_tokens": 2281}} +{"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": 527, "bytes_utf8": 527, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22370, "cached_input_tokens": 19840, "output_tokens": 151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50a93f45819d3af951ba59b46c4768eb5e963762 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_70c8aa6e57d22abe", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 22521, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.34, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_70c8aa6e57d22abe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..876b1280be3a26c6bc02590d1e22b7e1f7a4dcfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/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": "2026-05-04T07:49:02.133299+00:00", + "ended_at": "2026-05-04T07:49:14.260057+00:00", + "elapsed_ms": 12126.34, + "prompt_metrics": { + "chars": 7946, + "bytes_utf8": 7946, + "lines": 244, + "estimated_tokens": 2281 + }, + "stdout_metrics": { + "chars": 861, + "bytes_utf8": 861, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 527, + "bytes_utf8": 527, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22370, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da9898d39ce8334ce0e87656a0056b0a0de1481 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=pH.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..752de31e2584db92783cf3d6c0590533152ae4f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-46b5-7400-b756-e5de045e0396"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"pH\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"quality\\\", measure_col=\\\"pH\\\", predicate_col=\\\"free sulfur dioxide\\\", predicate_op=>=, predicate_value=46.0, top_k=11. Cast TEXT-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22370,"cached_input_tokens":19840,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..553e9d08828191097244ac503fdba702e8bef565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"quality\", SUM(CAST(\"pH\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the planned template with fixed bindings: group_col=\"quality\", measure_col=\"pH\", predicate_col=\"free sulfur dioxide\", predicate_op=>=, predicate_value=46.0, top_k=11. 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_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f08c4b9ce8f77658342adef8373632208a808ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:02.346956Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:05.148078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:13.276953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16d9d4cadcb3d0920ff3718e15c81d58135194f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/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=quality, measure_col=pH. +Result preview: [{"quality": "6", "total_measure": 1772.01}, {"quality": "5", "total_measure": 1475.41}, {"quality": "7", "total_measure": 500.46}, {"quality": "8", "total_measure": 112.88}, {"quality": "4", "total_measure": 66.37}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2dcb576583e49b3b0bd6ccc9adee13f3dca37f3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_70c8aa6e57d22abe +-- problem_id: v2p_n3_b89aa2d6f9b00590 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("pH" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c3458fb500062b7c476303b2c7e5c0cae7a74a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/query_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 \"quality\", SUM(CAST(\"pH\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"pH\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 1772.01}, {\"quality\": \"5\", \"total_measure\": 1475.41}, {\"quality\": \"7\", \"total_measure\": 500.46}, {\"quality\": \"8\", \"total_measure\": 112.88}, {\"quality\": \"4\", \"total_measure\": 66.37}, {\"quality\": \"3\", \"total_measure\": 16.55}, {\"quality\": \"9\", \"total_measure\": 3.28}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c037e47f766932c7bdd72d28c019bf4bce713f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:49:02.131070+00:00", + "ended_at": "2026-05-04T07:49:14.286401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_70c8aa6e57d22abe", + "problem_id": "v2p_n3_b89aa2d6f9b00590", + "dataset_id": "n3", + "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=quality, measure_col=pH.", + "bindings": { + "group_col": "quality", + "measure_col": "pH", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_70c8aa6e57d22abe.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_70c8aa6e57d22abe", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 22521, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.34, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_70c8aa6e57d22abe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db1724057976cf55893a0d5b230310c6417cc61e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:14.277426+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12126.34, "started_at": "2026-05-04T07:49:02.133299+00:00", "ended_at": "2026-05-04T07:49:14.260057+00:00", "prompt_metrics": {"chars": 7946, "bytes_utf8": 7946, "lines": 244, "estimated_tokens": 2281}, "response_metrics": {"chars": 527, "bytes_utf8": 527, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22370, "cached_input_tokens": 19840, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:49:02.346956Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:05.148078Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 46.0\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"quality\\\", measure_col=\\\"pH\\\", predicate_col=\\\"free sulfur dioxide\\\", predicate_op=>=, predicate_value=46.0, top_k=11. 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_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5902872150e20287c9c346d0a69b61b37558d65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_70c8aa6e57d22abe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_70c8aa6e57d22abe", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 22521, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.34, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_70c8aa6e57d22abe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f5c1876d88c7af0a069e524938912f8ca91f17e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 7.038953488372093}, {"pH": "3.16", "support": 164, "avg_response": 6.901219512195122}, {"pH": "3.22", "support": 146, "avg_response": 6.623287671232877}, {"pH": "3.19", "support": 145, "avg_response": 6.731724137931034}, {"pH": "3.18", "support": 138, "avg_response": 6.82463768115942}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0448691d89a5a2f5dea388cc66778414e893d47b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_718776e8690ab769 +-- problem_id: v2p_n3_5a2eb5deb1dd7b2a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7381733b9f8a1838c83fc82a9f3b76f35a92ad35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/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_c\n-- sql_source_dataset_id: n3\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_n3_718776e8690ab769\n-- problem_id: v2p_n3_5a2eb5deb1dd7b2a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_718776e8690ab769\\n-- problem_id: v2p_n3_5a2eb5deb1dd7b2a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 7.038953488372093}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 6.901219512195122}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 6.623287671232877}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 6.731724137931034}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 6.82463768115942}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 6.824087591240875}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 7.118382352941176}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 6.993382352941176}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 7.043703703703703}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 7.056716417910448}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 6.541666666666667}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 7.048412698412698}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 6.904032258064516}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 7.132478632478633}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 6.688793103448275}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 7.167826086956521}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 6.685964912280702}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 7.257731958762887}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 6.594791666666667}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 6.757894736842105}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 6.398924731182796}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 7.107608695652174}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 7.2202247191011235}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 6.651704545454546}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 6.6402298850574715}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 6.4220930232558135}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 6.32289156626506}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 6.5878048780487815}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 7.054430379746835}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 6.525316455696203}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 6.389873417721519}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 7.262820512820513}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 7.271621621621622}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 7.514705882352941}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 7.272058823529412}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 7.484126984126984}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 6.432758620689656}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 7.383673469387755}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 6.518367346938775}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 6.455102040816326}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 6.433333333333334}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 6.420833333333333}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 7.326829268292682}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 6.3774999999999995}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 6.592307692307693}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 7.757894736842106}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 7.525714285714285}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 6.278787878787878}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 6.99375}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 7.55483870967742}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1ee411da6b10c249687058100c623bc3458b4e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.691131+00:00", + "ended_at": "2026-05-04T08:19:07.697960+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_718776e8690ab769", + "problem_id": "v2p_n3_5a2eb5deb1dd7b2a", + "dataset_id": "n3", + "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=fixed acidity, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_718776e8690ab769.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_c/n3/artifacts/v2q_n3_718776e8690ab769/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_718776e8690ab769/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_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad7b778d1f8327b3ce6906500c33a61282d5012d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"volatile acidity": "0.28", "support": 263, "avg_response": 0.3444106463878327}, {"volatile acidity": "0.24", "support": 253, "avg_response": 0.33075098814229253}, {"volatile acidity": "0.26", "support": 240, "avg_response": 0.33716666666666667}, {"volatile acidity": "0.25", "support": 231, "avg_response": 0.3458874458874459}, {"volatile acidity": "0.22", "support": 229, "avg_response": 0.33641921397379915}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7e70c02402ef78d3c58f91980c695fd0b2c9a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_72ef3e3efaa987ae +-- problem_id: v2p_n3_f3e380515c8df8b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27faf967801316960d0db387439c00fc921e5bc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/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_c\n-- sql_source_dataset_id: n3\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_n3_72ef3e3efaa987ae\n-- problem_id: v2p_n3_f3e380515c8df8b8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_72ef3e3efaa987ae\\n-- problem_id: v2p_n3_f3e380515c8df8b8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 0.3444106463878327}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 0.33075098814229253}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 0.33716666666666667}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 0.3458874458874459}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 0.33641921397379915}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 0.3420642201834862}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 0.34041666666666665}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 0.35149532710280373}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 0.3501010101010101}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 0.36424083769633514}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 0.3140659340659341}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 0.35502824858757065}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 0.3558235294117647}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 0.3443125}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 0.33385135135135136}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 0.34290780141843974}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 0.3440714285714286}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 0.3276296296296296}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 0.3098507462686567}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 0.34019230769230774}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 0.3494318181818182}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 0.3391860465116279}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 0.3323076923076923}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 0.30047619047619045}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 0.3486885245901639}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 0.348135593220339}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 0.3619642857142857}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 0.24888888888888888}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 0.30434782608695654}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 0.3436363636363637}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 0.3313888888888889}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 0.358}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 0.3179411764705882}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 0.2816666666666666}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 0.3312}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 0.29411764705882354}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 0.266}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 0.35428571428571426}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 0.265}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 0.23357142857142857}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 0.33615384615384614}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 0.4}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 0.344}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 0.277}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 0.193}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 0.40444444444444444}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 0.23444444444444443}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 0.20875}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 0.33714285714285713}, {\"volatile acidity\": \"0.61\", \"support\": 7, \"avg_response\": 0.26857142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee105532a11aeeb8993a04da3a52bb39c33c205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.423234+00:00", + "ended_at": "2026-05-04T08:19:07.444498+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_72ef3e3efaa987ae", + "problem_id": "v2p_n3_f3e380515c8df8b8", + "dataset_id": "n3", + "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=citric acid, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_72ef3e3efaa987ae.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_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_72ef3e3efaa987ae/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_c/n3/artifacts/v2q_n3_7391a661535c940c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..317329b858cfb9c878c817dff96f26dbacbdf719 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"volatile acidity": "0.28", "support": 263, "avg_response": 7.169961977186312}, {"volatile acidity": "0.24", "support": 253, "avg_response": 6.794861660079051}, {"volatile acidity": "0.26", "support": 240, "avg_response": 6.8672916666666675}, {"volatile acidity": "0.25", "support": 231, "avg_response": 7.117532467532468}, {"volatile acidity": "0.22", "support": 229, "avg_response": 7.593668122270743}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6655faecb329f64f30c64de03608d6fb925210d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_7391a661535c940c +-- problem_id: v2p_n3_003787e0a5aeed8d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eea0ca9f1168c80291f0d1004cf0de7734c97d44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/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_c\n-- sql_source_dataset_id: n3\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_n3_7391a661535c940c\n-- problem_id: v2p_n3_003787e0a5aeed8d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_7391a661535c940c\\n-- problem_id: v2p_n3_003787e0a5aeed8d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 7.169961977186312}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 6.794861660079051}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 6.8672916666666675}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 7.117532467532468}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 7.593668122270743}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 6.447477064220183}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 7.430787037037037}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 5.481542056074766}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 5.945707070707071}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 5.857853403141361}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 6.449175824175824}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 5.8144067796610175}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 6.431470588235293}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 6.8859375}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 6.4402027027027025}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 5.04822695035461}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 4.571071428571429}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 6.471851851851852}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 6.741791044776119}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 6.359615384615385}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 5.625568181818182}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 7.267441860465116}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 5.783846153846154}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 6.934126984126984}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 6.44672131147541}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 6.986440677966102}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 2.6571428571428575}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 6.1037037037037045}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 7.416304347826086}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 5.139772727272727}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 7.416666666666667}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 8.231428571428571}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 4.544117647058823}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 6.2733333333333325}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 8.344}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 3.8588235294117643}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 6.99}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 8.510714285714286}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 7.896428571428571}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 5.578571428571428}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 8.419230769230769}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 8.0}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 7.109999999999999}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 4.430000000000001}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 3.54}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 9.06111111111111}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 8.38888888888889}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 2.7875}, {\"volatile acidity\": \"0.58\", \"support\": 7, \"avg_response\": 7.3999999999999995}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 6.607142857142857}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a76b776544b25d2a7c3fd1d5f71fb5764bbf658 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.449110+00:00", + "ended_at": "2026-05-04T08:19:07.463542+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7391a661535c940c", + "problem_id": "v2p_n3_003787e0a5aeed8d", + "dataset_id": "n3", + "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=residual sugar, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_7391a661535c940c.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_c/n3/artifacts/v2q_n3_7391a661535c940c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7391a661535c940c/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_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f1ca5738a6a5c25c4e6628c662a248182310877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8174, "bytes_utf8": 8174, "lines": 245, "estimated_tokens": 2311}} +{"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": 1009, "bytes_utf8": 1009, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22402, "cached_input_tokens": 20864, "output_tokens": 348}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 249, "estimated_tokens": 2546}} +{"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": 868, "bytes_utf8": 868, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22637, "cached_input_tokens": 20864, "output_tokens": 593}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e9806b743cae53c731c0604a61defd7236bab309 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_777ba0fbd8b321ee", + "api_calls": 0, + "input_tokens": 45039, + "cached_input_tokens": 41728, + "output_tokens": 941, + "total_tokens": 45980, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4857, + "estimated_output_tokens": 522, + "estimated_total_tokens": 5379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40757.73, + "sql_execution_elapsed_ms_total": 11.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_777ba0fbd8b321ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d07085df720a2686e0b8ce39b825cab81978e96d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/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": "2026-05-04T08:05:52.201410+00:00", + "ended_at": "2026-05-04T08:06:10.282215+00:00", + "elapsed_ms": 18080.51, + "prompt_metrics": { + "chars": 8174, + "bytes_utf8": 8174, + "lines": 245, + "estimated_tokens": 2311 + }, + "stdout_metrics": { + "chars": 1434, + "bytes_utf8": 1434, + "lines": 4, + "estimated_tokens": 433 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1009, + "bytes_utf8": 1009, + "lines": 1, + "estimated_tokens": 272 + }, + "usage": { + "input_tokens": 22402, + "cached_input_tokens": 20864, + "output_tokens": 348 + } + }, + "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_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbb2ae363834deb2709d4d64fa0dc90b557b710e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/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": "2026-05-04T08:06:10.305255+00:00", + "ended_at": "2026-05-04T08:06:32.980524+00:00", + "elapsed_ms": 22677.22, + "prompt_metrics": { + "chars": 9009, + "bytes_utf8": 9009, + "lines": 249, + "estimated_tokens": 2546 + }, + "stdout_metrics": { + "chars": 1279, + "bytes_utf8": 1279, + "lines": 4, + "estimated_tokens": 406 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 1, + "estimated_tokens": 250 + }, + "usage": { + "input_tokens": 22637, + "cached_input_tokens": 20864, + "output_tokens": 593 + } + }, + "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_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20fce47fde6d063eb70ae19709589d075b06e0f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..541e1f4507ef711afa6babb9708df49ad49d3dec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,249 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"fixed_acidity_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"fixed_acidity_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"quality\",\n MAX(\"fixed_acidity_value\") FILTER (WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"quality\"\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_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07e5b83c8db705690d2c461bf1e693f47595789b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-b046-7601-bd91-5469421991cf"} +{"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 \\\"quality\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"fixed_acidity_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n MAX(\\\"fixed_acidity_value\\\") FILTER (WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.9 quantile because SQLite does not support PERCENTILE_CONT. Casted \\\"fixed acidity\\\" from TEXT to REAL, and preserved the planned roles: group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", condition_col=\\\"quality\\\", condition_value='5'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22402,"cached_input_tokens":20864,"output_tokens":348}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa347594d53f9d3fc672a05bb23ed11f67413ee8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"fixed_acidity_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"fixed_acidity_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"quality\",\n MAX(\"fixed_acidity_value\") FILTER (WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"quality\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used a SQLite-compatible nearest-rank approximation for the 0.9 quantile because SQLite does not support PERCENTILE_CONT. Casted \"fixed acidity\" from TEXT to REAL, and preserved the planned roles: group_col=\"quality\", measure_col=\"fixed acidity\", condition_col=\"quality\", condition_value='5'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..630151a637e5b25b2935a8fc4b3141701a478076 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-f6f9-7d90-9cee-298f75bac531"} +{"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 \\\"quality\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"fixed_acidity_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n MAX(\\\"fixed_acidity_value\\\") FILTER (\\n WHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 percentile rank: CAST(((9 * cnt) + 9) / 10 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22637,"cached_input_tokens":20864,"output_tokens":593}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..629f05c8fbd99ac68b276cd7367d5893e5f5dbc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"fixed_acidity_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"fixed_acidity_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"quality\",\n MAX(\"fixed_acidity_value\") FILTER (\n WHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n ) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"quality\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 percentile rank: CAST(((9 * cnt) + 9) / 10 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e85d515566a60896c97c5cf391470b5603e0932 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:52.409139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:54.797417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:09.269318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a012a1c2232f605cd6a9ccefd2cae1cf1921fd5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:10.492975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:12.952370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:32.035542Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02fd442d42c7eac721333a31dd55ca4969efb537 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/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=quality, measure_col=fixed acidity, condition_col=quality. +Result preview: [{"quality": "5", "conditional_percentile": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db2d651b265b227a03712508a18960ddcaf69bb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_777ba0fbd8b321ee +-- problem_id: v2p_n3_b0dea5d04d10d0e7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("fixed acidity" AS REAL) AS "fixed_acidity_value" + FROM "n3" + WHERE "quality" = '5' +), +"ranked" AS ( + SELECT + "quality", + "fixed_acidity_value", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "fixed_acidity_value") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +) +SELECT + "quality", + MAX("fixed_acidity_value") FILTER (WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER)) AS "conditional_percentile" +FROM "ranked" +GROUP BY "quality" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e5f759618dbe0be2463b1f4f637b05c4c670af2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/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 \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"fixed_acidity_value\"\n FROM \"n3\"\n WHERE \"quality\" = '5'\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"fixed_acidity_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"fixed_acidity_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"quality\",\n MAX(\"fixed_acidity_value\") FILTER (\n WHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n ) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"quality\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"fixed_acidity_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '5'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"fixed_acidity_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"fixed_acidity_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"quality\\\",\\n MAX(\\\"fixed_acidity_value\\\") FILTER (\\n WHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"quality\", \"conditional_percentile\"], \"rows\": [{\"quality\": \"5\", \"conditional_percentile\": 8.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..95ef885fd379fe8427f13ccc73fc15f2c9a51741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:05:52.199213+00:00", + "ended_at": "2026-05-04T08:06:33.053433+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_777ba0fbd8b321ee", + "problem_id": "v2p_n3_b0dea5d04d10d0e7", + "dataset_id": "n3", + "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=quality, measure_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_777ba0fbd8b321ee.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_777ba0fbd8b321ee", + "api_calls": 0, + "input_tokens": 45039, + "cached_input_tokens": 41728, + "output_tokens": 941, + "total_tokens": 45980, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4857, + "estimated_output_tokens": 522, + "estimated_total_tokens": 5379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40757.73, + "sql_execution_elapsed_ms_total": 11.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_777ba0fbd8b321ee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..659a0569e97d60c5bf189123f06d4ac3e96004d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_777ba0fbd8b321ee/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:06:10.301880+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18080.51, "started_at": "2026-05-04T08:05:52.201410+00:00", "ended_at": "2026-05-04T08:06:10.282215+00:00", "prompt_metrics": {"chars": 8174, "bytes_utf8": 8174, "lines": 245, "estimated_tokens": 2311}, "response_metrics": {"chars": 1009, "bytes_utf8": 1009, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22402, "cached_input_tokens": 20864, "output_tokens": 348}, "stderr_preview": "2026-05-04T08:05:52.409139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:54.797417Z 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_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b23f4264ad40f83cd7487c2527bda26e3beaab97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/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_c\n-- sql_source_dataset_id: n3\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_n3_79bff8c8f055eb65\n-- problem_id: v2p_n3_e1fdf7ad35f6ac61\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_79bff8c8f055eb65\\n-- problem_id: v2p_n3_e1fdf7ad35f6ac61\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 0.33203125}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 0.36245901639344263}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 0.3535849056603773}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 0.3409615384615385}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 0.301}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 0.3706122448979592}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 0.34319148936170213}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 0.2965217391304348}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 0.32711111111111113}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 0.34750000000000003}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 0.3434090909090909}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 0.3280952380952381}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 0.3651219512195122}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 0.38}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 0.37075}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 0.33256410256410257}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 0.33894736842105266}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 0.3348648648648649}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 0.29486486486486485}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 0.3863888888888889}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 0.3737142857142857}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 0.3085714285714286}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 0.43058823529411766}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 0.3947058823529412}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 0.35617647058823526}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 0.35294117647058826}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 0.34242424242424246}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 0.34030303030303033}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 0.3640625}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 0.361875}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 0.355}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 0.309375}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 0.33096774193548384}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 0.348}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 0.3624137931034483}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 0.4225}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 0.4203571428571428}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 0.38107142857142856}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 0.36750000000000005}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 0.3125}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 0.30296296296296293}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 0.3632}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 0.3344}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 0.33159999999999995}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 0.32880000000000004}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 0.304}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 0.40125000000000005}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 0.5343478260869565}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 0.361304347826087}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 0.3443478260869565}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b2f961cf333498b6f8b1bcede34b625220ed01b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.669810+00:00", + "ended_at": "2026-05-04T08:19:07.677092+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_79bff8c8f055eb65", + "problem_id": "v2p_n3_e1fdf7ad35f6ac61", + "dataset_id": "n3", + "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=citric acid, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_79bff8c8f055eb65.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_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_79bff8c8f055eb65/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_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9ed856937bdc2705b2d4cb9a3bb82c54368042f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7947, "bytes_utf8": 7947, "lines": 244, "estimated_tokens": 2281}} +{"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": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22370, "cached_input_tokens": 21888, "output_tokens": 163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..107eb55563d6ed5c9dbe311fa2837768b7f36ade --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7bb557f7c0558eaa", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22533, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2408, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16817.44, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_7bb557f7c0558eaa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e2fabc2a05fb764650d10ec9abb38ac27253b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/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": "2026-05-04T07:50:11.584441+00:00", + "ended_at": "2026-05-04T07:50:28.400178+00:00", + "elapsed_ms": 16817.44, + "prompt_metrics": { + "chars": 7947, + "bytes_utf8": 7947, + "lines": 244, + "estimated_tokens": 2281 + }, + "stdout_metrics": { + "chars": 815, + "bytes_utf8": 815, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22370, + "cached_input_tokens": 21888, + "output_tokens": 163 + } + }, + "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_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ceacb4efd40033edb4f6879aa5e829e67e717d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=alcohol.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "predicate_col": "quality", + "predicate_op": "=", + "predicate_value": "3", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56e963c07d4b035e2f556ac38b7a33c96824ca51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-560e-7982-b886-3214315c01bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE \\\"quality\\\" = '3'\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"sulphates\\\", measure_col=\\\"alcohol\\\", predicate_col=\\\"quality\\\", predicate_value='3', top_k=18. CAST to REAL ensures correct numeric aggregation because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22370,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c736c7260fb18360bd8fdf1f9d5af333be525de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"sulphates\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE \"quality\" = '3'\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required template with fixed bindings: group_col=\"sulphates\", measure_col=\"alcohol\", predicate_col=\"quality\", predicate_value='3', top_k=18. CAST to REAL ensures correct numeric aggregation because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c28896f10796ebfd2ad29c79987cb866cc3a87b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:11.795857Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:14.318530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:26.855500Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3b5c909c65c0b950daedd5e8e935ebcba74b20f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/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=sulphates, measure_col=alcohol. +Result preview: [{"sulphates": "0.37", "total_measure": 23.6}, {"sulphates": "0.43", "total_measure": 22.7}, {"sulphates": "0.63", "total_measure": 20.4}, {"sulphates": "0.38", "total_measure": 19.5}, {"sulphates": "0.5", "total_measure": 18.9}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4dd72072410235dfd33c9445dc8a6385011e3ab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_7bb557f7c0558eaa +-- problem_id: v2p_n3_5e2c8d4e48a0d9a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +WHERE "quality" = '3' +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..148833058ccd33c4d667c0389fec24afbc1111b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/query_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 \"sulphates\", SUM(CAST(\"alcohol\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE \"quality\" = '3'\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"alcohol\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE \\\"quality\\\" = '3'\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.37\", \"total_measure\": 23.6}, {\"sulphates\": \"0.43\", \"total_measure\": 22.7}, {\"sulphates\": \"0.63\", \"total_measure\": 20.4}, {\"sulphates\": \"0.38\", \"total_measure\": 19.5}, {\"sulphates\": \"0.5\", \"total_measure\": 18.9}, {\"sulphates\": \"0.44\", \"total_measure\": 18.1}, {\"sulphates\": \"0.32\", \"total_measure\": 12.4}, {\"sulphates\": \"0.4\", \"total_measure\": 11.5}, {\"sulphates\": \"0.64\", \"total_measure\": 10.5}, {\"sulphates\": \"0.52\", \"total_measure\": 10.5}, {\"sulphates\": \"0.54\", \"total_measure\": 10.4}, {\"sulphates\": \"0.55\", \"total_measure\": 9.7}, {\"sulphates\": \"0.28\", \"total_measure\": 9.6}, {\"sulphates\": \"0.74\", \"total_measure\": 9.1}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2c32185efe8ab03f32a491ccb5b94e77e593b19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:50:11.582775+00:00", + "ended_at": "2026-05-04T07:50:28.451764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7bb557f7c0558eaa", + "problem_id": "v2p_n3_5e2c8d4e48a0d9a1", + "dataset_id": "n3", + "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=sulphates, measure_col=alcohol.", + "bindings": { + "group_col": "sulphates", + "measure_col": "alcohol", + "predicate_col": "quality", + "predicate_op": "=", + "predicate_value": "3", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_7bb557f7c0558eaa.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7bb557f7c0558eaa", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22533, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2408, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16817.44, + "sql_execution_elapsed_ms_total": 3.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_7bb557f7c0558eaa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d9002d0254692b3ed1833b9146045bf3719bc98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7bb557f7c0558eaa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:28.436359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16817.44, "started_at": "2026-05-04T07:50:11.584441+00:00", "ended_at": "2026-05-04T07:50:28.400178+00:00", "prompt_metrics": {"chars": 7947, "bytes_utf8": 7947, "lines": 244, "estimated_tokens": 2281}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22370, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T07:50:11.795857Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:14.318530Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "quality", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb6ebfae4e7e3f063033ccc4fe57236e55c4304d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-c63f-72c1-9b87-c51366a117dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"quality\\\" and predicate_col bound to \\\"free sulfur dioxide\\\". Cast the predicate column to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22340,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3b9930c42354821145dd7e6fcaab0cfaaeab5ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"quality\" and predicate_col bound to \"free sulfur dioxide\". Cast the predicate column 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_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6d3fdaeb7a75a9193ca55dbea4d4d6e2fb0a298 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:50.732666Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:53.139748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:02.275951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bcea3f2f165960f97e40a0abbe4899f187c04d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/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=quality. +Result preview: [{"quality": "6", "support": 558}, {"quality": "5", "support": 467}, {"quality": "7", "support": 155}, {"quality": "8", "support": 35}, {"quality": "4", "support": 21}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e95e1dd35d8f0f4406fa923495b031ed67669a16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_7c26f44d423b31b1 +-- problem_id: v2p_n3_7d8ff504deb59d2c +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..021558df69c900edee56127a90526813de599561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/query_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 \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"quality\", \"support\"], \"rows\": [{\"quality\": \"6\", \"support\": 558}, {\"quality\": \"5\", \"support\": 467}, {\"quality\": \"7\", \"support\": 155}, {\"quality\": \"8\", \"support\": 35}, {\"quality\": \"4\", \"support\": 21}, {\"quality\": \"3\", \"support\": 5}, {\"quality\": \"9\", \"support\": 1}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5766e1efebea56eaac0579e950c81cba4af44745 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:40:46.923025+00:00", + "ended_at": "2026-05-04T07:41:03.017239+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7c26f44d423b31b1", + "problem_id": "v2p_n3_7d8ff504deb59d2c", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_7c26f44d423b31b1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7c26f44d423b31b1", + "api_calls": 0, + "input_tokens": 22340, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 22465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2251, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2360, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16063.35, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_7c26f44d423b31b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0df8ed4fd67743f53923f18d053b9d3b96a107e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:03.006699+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16063.35, "started_at": "2026-05-04T07:40:46.926524+00:00", "ended_at": "2026-05-04T07:41:02.988900+00:00", "prompt_metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 242, "estimated_tokens": 2251}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22340, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:40:50.732666Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:53.139748Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 46.0\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"quality\\\" and predicate_col bound to \\\"free sulfur dioxide\\\". Cast the predicate column to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36ed65f5a4f95874e8e17bcde5ce16e7972d24b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c26f44d423b31b1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7c26f44d423b31b1", + "api_calls": 0, + "input_tokens": 22340, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 22465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2251, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2360, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16063.35, + "sql_execution_elapsed_ms_total": 2.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_7c26f44d423b31b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c191fec06148a5d7aae415d413d81fba3a4b72b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 243, "estimated_tokens": 2304}} +{"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": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22395, "cached_input_tokens": 19840, "output_tokens": 146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bdba36fb528bf965d705672984436fa836f5cf3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7c75d457a016280c", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22541, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2434, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13628.89, + "sql_execution_elapsed_ms_total": 7.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_7c75d457a016280c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1a9c67527e65df03bf452a518592a57a01a1958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/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": "2026-05-04T07:52:50.952996+00:00", + "ended_at": "2026-05-04T07:53:04.582175+00:00", + "elapsed_ms": 13628.89, + "prompt_metrics": { + "chars": 7982, + "bytes_utf8": 7982, + "lines": 243, + "estimated_tokens": 2304 + }, + "stdout_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 4, + "estimated_tokens": 242 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 493, + "bytes_utf8": 493, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 146 + } + }, + "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_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b5571ec183418e952a3eb2ffe6b8b261f066846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5254d2d52f685a1eb5c094c81154ca775cb0f60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-c481-7821-9114-91d1a4492467"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", target_value='4'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22395,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa0e8b46618b10fda04168363e0f0f7e4b7f2f8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", target_value='4'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a37393fd1ff546a311cec6a6edf52f892a014b7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:51.146550Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:53.561759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:03.968557Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39cc8db223d3765ddffbe2bd4e33e0b575464f01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "10", "sulphates": "0.46", "target_rate": 1.0}, {"fixed acidity": "10.2", "sulphates": "0.51", "target_rate": 1.0}, {"fixed acidity": "4.8", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "5.2", "sulphates": "0.4", "target_rate": 1.0}, {"fixed acidity": "5.3", "sulphates": "0.48", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f229aa80e429cab6486cc20850bd577b5f86d571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_7c75d457a016280c +-- problem_id: v2p_n3_f01cd62c606224f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..200260cededdfc757b98c7a1b44c9f89c144ab28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.2\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.48\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.54\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"sulphates\": \"0.7\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.79\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.25\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.86\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.87\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.62\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.71\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"sulphates\": \"0.61\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"sulphates\": \"0.35\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"sulphates\": \"0.47\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.52\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"sulphates\": \"0.56\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"sulphates\": \"0.45\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.28\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.46\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"sulphates\": \"0.66\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"sulphates\": \"0.69\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.43\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.9\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.4\", \"target_rate\": 0.6}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.34\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.1\", \"sulphates\": \"0.38\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.3\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.63\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.64\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.35\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.55\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.6\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.49\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.65\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"sulphates\": \"0.31\", \"target_rate\": 0.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c3a4e42ad62184761a39f734f39853822ed2a06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:52:50.950614+00:00", + "ended_at": "2026-05-04T07:53:04.622538+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_7c75d457a016280c", + "problem_id": "v2p_n3_f01cd62c606224f7", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "4", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_7c75d457a016280c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_7c75d457a016280c", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22541, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2434, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13628.89, + "sql_execution_elapsed_ms_total": 7.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_7c75d457a016280c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b0641b260c29f29ecbbe19dda5b7bf9f854e46d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_7c75d457a016280c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:04.606235+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13628.89, "started_at": "2026-05-04T07:52:50.952996+00:00", "ended_at": "2026-05-04T07:53:04.582175+00:00", "prompt_metrics": {"chars": 7982, "bytes_utf8": 7982, "lines": 243, "estimated_tokens": 2304}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22395, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:52:51.146550Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:53.561759Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eb4938e58967125ee0474c1ee50711cba9778f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-faf2-78c0-822f-56a193482a23"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"chlorides\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"chlorides\\\". Used CAST(... AS REAL) because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":20864,"output_tokens":206}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..536d9ea8adb69a6f3a9941039f81c63b19815122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"chlorides\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);","notes":"Applied the Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"chlorides\". Used CAST(... AS 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_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6d12b65b0dcb5d0052222b3f44c9bc47907f1d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:15.271926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:17.879034Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:27.315091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d631339219914b2e55e37a466b91a8c3b51995b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides. +Result preview: [{"quality": "3", "avg_measure": 0.0543, "support": 20}, {"quality": "4", "avg_measure": 0.050098159509202454, "support": 163}, {"quality": "5", "avg_measure": 0.051546328071379544, "support": 1457}, {"quality": "6", "avg_measure": 0.04521747042766151, "support": 2198}, {"quality": "7", "avg_measure": 0.03819090909090909, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ab8bca22de74f85483564137304a4c02c39a6c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_825fa4b71fd8e549 +-- problem_id: v2p_n3_9124f37a57df1b7b +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("chlorides" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eb0d249c08a052a4c765639860fba9fb6074b74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/query_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_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"chlorides\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"quality\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"chlorides\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 0.0543, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 0.050098159509202454, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 0.051546328071379544, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 0.04521747042766151, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 0.03819090909090909, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 0.03831428571428572, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55a1ee63ef57af1d7ae03b246d18cd545f0f008e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:43:14.358392+00:00", + "ended_at": "2026-05-04T07:43:28.550139+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_825fa4b71fd8e549", + "problem_id": "v2p_n3_9124f37a57df1b7b", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_825fa4b71fd8e549.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_825fa4b71fd8e549", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 206, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13447.03, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_825fa4b71fd8e549\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..357b5b9453b6e9d7bbb3ae57b1e6f0afcc1b4bc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:28.390815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13447.03, "started_at": "2026-05-04T07:43:14.927123+00:00", "ended_at": "2026-05-04T07:43:28.374754+00:00", "prompt_metrics": {"chars": 7815, "bytes_utf8": 7815, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 206}, "stderr_preview": "2026-05-04T07:43:15.271926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:17.879034Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"quality\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"chlorides\\\". Used CAST(... AS REAL) because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f19bb1b74ad27c06c0c4d4a36065ab49354917e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_825fa4b71fd8e549/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_825fa4b71fd8e549", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 206, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13447.03, + "sql_execution_elapsed_ms_total": 4.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_825fa4b71fd8e549\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbb822f61c7995ad9792ac41822449ccddba6d68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 244, "estimated_tokens": 2284}} +{"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": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22373, "cached_input_tokens": 20864, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c5b7a66a030b067a1d1c757580e2cc9109fbbcc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83553e671d481695", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16786.42, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83553e671d481695\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..899b8e2aef9ac11180d6c77c79b539d2e87452ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/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": "2026-05-04T07:46:52.081124+00:00", + "ended_at": "2026-05-04T07:47:08.872991+00:00", + "elapsed_ms": 16786.42, + "prompt_metrics": { + "chars": 7973, + "bytes_utf8": 7973, + "lines": 244, + "estimated_tokens": 2284 + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22373, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed3cef34c1e1a0886cf7c741dd6a33da23f04907 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3af1adf1fadc4453874406e6bb3cd89b334215f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-4ab0-7ba1-9302-d08a84705829"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template and fixed bindings. Cast TEXT columns to REAL for numeric aggregation and filtering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22373,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ef201ecd7a64f6acfe44b370c863c2ff6d8b2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template and fixed bindings. Cast TEXT 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_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9410b9848f73e08a976c59da00139eca677584f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:52.275833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:56.150162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:07.188021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ad95330f5e273e60f63c5124cb4b13a0737517 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/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=fixed acidity, measure_col=residual sugar. +Result preview: [{"fixed acidity": "7.4", "total_measure": 797.8}, {"fixed acidity": "6.8", "total_measure": 732.8}, {"fixed acidity": "6.6", "total_measure": 732.55}, {"fixed acidity": "7.2", "total_measure": 638.65}, {"fixed acidity": "7.3", "total_measure": 637.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed50105dc24d82fda4d2f4e8e880d38492eaba26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_83553e671d481695 +-- problem_id: v2p_n3_d217c3f2bd213a73 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64c2149dde07cbb05877af858192df8992d49a5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/query_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 \"fixed acidity\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"total_measure\": 797.8}, {\"fixed acidity\": \"6.8\", \"total_measure\": 732.8}, {\"fixed acidity\": \"6.6\", \"total_measure\": 732.55}, {\"fixed acidity\": \"7.2\", \"total_measure\": 638.65}, {\"fixed acidity\": \"7.3\", \"total_measure\": 637.0}, {\"fixed acidity\": \"6.4\", \"total_measure\": 587.1}, {\"fixed acidity\": \"6.5\", \"total_measure\": 541.35}, {\"fixed acidity\": \"6.7\", \"total_measure\": 524.15}, {\"fixed acidity\": \"6.9\", \"total_measure\": 511.85}, {\"fixed acidity\": \"7.1\", \"total_measure\": 475.4}, {\"fixed acidity\": \"7\", \"total_measure\": 466.9}, {\"fixed acidity\": \"7.6\", \"total_measure\": 451.59999999999997}, {\"fixed acidity\": \"7.5\", \"total_measure\": 405.2}, {\"fixed acidity\": \"6.2\", \"total_measure\": 361.6}, {\"fixed acidity\": \"6.3\", \"total_measure\": 321.55}, {\"fixed acidity\": \"6.1\", \"total_measure\": 307.65}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e0a071783af336e11f8a2e3b09d82b77a509bbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:46:52.081124+00:00", + "ended_at": "2026-05-04T07:47:08.900987+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_83553e671d481695", + "problem_id": "v2p_n3_d217c3f2bd213a73", + "dataset_id": "n3", + "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=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_83553e671d481695.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83553e671d481695", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16786.42, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83553e671d481695\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93e7d712c375de0a1316124a8b085ea885bfde02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:08.890279+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16786.42, "started_at": "2026-05-04T07:46:52.081124+00:00", "ended_at": "2026-05-04T07:47:08.872991+00:00", "prompt_metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 244, "estimated_tokens": 2284}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22373, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:46:52.275833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:56.150162Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template and fixed bindings. Cast TEXT columns to REAL for numeric aggregation and filtering in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f497403a9b6a014f565cf8e0321bf6bb20f3e78c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83553e671d481695/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83553e671d481695", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2383, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16786.42, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83553e671d481695\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..694c0091e960f15cecfbc0478c89ab23473b253b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7962, "bytes_utf8": 7962, "lines": 244, "estimated_tokens": 2281}} +{"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": 124}, "usage": {"input_tokens": 22370, "cached_input_tokens": 21888, "output_tokens": 140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d1e3197d03e207f03c6f0c73feead7fe2773aa5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83b620eed427a034", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15045.54, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83b620eed427a034\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7d749b312dc7758f1c2049bf6bbfd4277bf49f4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/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": "2026-05-04T07:50:41.672804+00:00", + "ended_at": "2026-05-04T07:50:56.718487+00:00", + "elapsed_ms": 15045.54, + "prompt_metrics": { + "chars": 7962, + "bytes_utf8": 7962, + "lines": 244, + "estimated_tokens": 2281 + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13247 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22370, + "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_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74d3c2131a82687c8fdff7f0b179c6e7163179c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=fixed acidity.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e1d684bef5f3163f5b08c6467cb8372120dbc21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-cb7c-7630-8d14-0e34afee74cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"fixed acidity\\\" AS REAL) >= 7.3\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", and predicate on \\\"fixed acidity\\\" >= 7.3. Casted TEXT numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22370,"cached_input_tokens":21888,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21ff9fa739c826d88c19b21a7ff24ba3be0b40ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"quality\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"fixed acidity\" AS REAL) >= 7.3\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Top-k Group Sum with Filter template with group_col=\"quality\", measure_col=\"fixed acidity\", and predicate on \"fixed acidity\" >= 7.3. Casted TEXT numeric 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_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1ab3f6731dc5567877019d51d4419ad97e6b9c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:41.841177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:44.214739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:55.774197Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5268523e32e9d725c6d77c483792fef3e77d1749 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/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=quality, measure_col=fixed acidity. +Result preview: [{"quality": "6", "total_measure": 4771.0}, {"quality": "5", "total_measure": 3596.8}, {"quality": "7", "total_measure": 1590.4}, {"quality": "4", "total_measure": 481.6}, {"quality": "8", "total_measure": 342.09999999999997}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7533a4a50eacec7c4c189d866afb8662a33f658c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_83b620eed427a034 +-- problem_id: v2p_n3_bee5851e4ad9cce1 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("fixed acidity" AS REAL) >= 7.3 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06f133ac594706cbb5200ca07ccf80f6f45b8d83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/query_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 \"quality\", SUM(CAST(\"fixed acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"fixed acidity\" AS REAL) >= 7.3\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"fixed acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"fixed acidity\\\" AS REAL) >= 7.3\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 4771.0}, {\"quality\": \"5\", \"total_measure\": 3596.8}, {\"quality\": \"7\", \"total_measure\": 1590.4}, {\"quality\": \"4\", \"total_measure\": 481.6}, {\"quality\": \"8\", \"total_measure\": 342.09999999999997}, {\"quality\": \"3\", \"total_measure\": 89.0}, {\"quality\": \"9\", \"total_measure\": 16.5}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0995af21b9f903d2c8aac1b1ff2afadf595b476 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:50:41.670696+00:00", + "ended_at": "2026-05-04T07:50:56.749719+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_83b620eed427a034", + "problem_id": "v2p_n3_bee5851e4ad9cce1", + "dataset_id": "n3", + "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=quality, measure_col=fixed acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 7.1, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_83b620eed427a034.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83b620eed427a034", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15045.54, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83b620eed427a034\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fcd7066ab648e481f326762d64f16bc785ecbcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:56.739264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15045.54, "started_at": "2026-05-04T07:50:41.672804+00:00", "ended_at": "2026-05-04T07:50:56.718487+00:00", "prompt_metrics": {"chars": 7962, "bytes_utf8": 7962, "lines": 244, "estimated_tokens": 2281}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22370, "cached_input_tokens": 21888, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:50:41.841177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:44.214739Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.3\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"quality\\\", measure_col=\\\"fixed acidity\\\", and predicate on \\\"fixed acidity\\\" >= 7.3. Casted TEXT numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87a99f6240eb4e57c50bdcc165c0f5de5fd88bbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83b620eed427a034/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83b620eed427a034", + "api_calls": 0, + "input_tokens": 22370, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2281, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15045.54, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83b620eed427a034\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8239ebe0466be91e67c5c6c5dd390ad52733dea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8481, "bytes_utf8": 8481, "lines": 243, "estimated_tokens": 2408}} +{"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": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22499, "cached_input_tokens": 20864, "output_tokens": 193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70fb27ccb211ea8199bd12ed8ba556aa9206b53d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83d2ed0a6ee9c417", + "api_calls": 0, + "input_tokens": 22499, + "cached_input_tokens": 20864, + "output_tokens": 193, + "total_tokens": 22692, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2408, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2585, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12448.91, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83d2ed0a6ee9c417\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4a9535f488dcea29ae86058dbed3d2e1b1a9d597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/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": "2026-05-04T07:59:51.079595+00:00", + "ended_at": "2026-05-04T08:00:03.528859+00:00", + "elapsed_ms": 12448.91, + "prompt_metrics": { + "chars": 8481, + "bytes_utf8": 8481, + "lines": 243, + "estimated_tokens": 2408 + }, + "stdout_metrics": { + "chars": 1048, + "bytes_utf8": 1048, + "lines": 4, + "estimated_tokens": 293 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 1, + "estimated_tokens": 177 + }, + "usage": { + "input_tokens": 22499, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39eb2294ae937328f73c7f2db35448a0194c57e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a8af22e25ae9a2cbc80917e3e5e661126f0566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-2d9e-77e1-9471-cab39fee9ba1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT \\\"fixed acidity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", using positive_value='6' and negative_value='5'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22499,"cached_input_tokens":20864,"output_tokens":193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b847b1b5c516858d64a126d2069b745ab2635c63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"fixed acidity\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT \"fixed acidity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"fixed acidity\" and condition_col=\"quality\", using positive_value='6' and negative_value='5'. 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_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18ba3748cd69b2c44cee04040a7d79a7ed861056 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:51.244928Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:53.608039Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:02.678361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54ca7598f67595eff675e93f740d1c476b43090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "5", "condition_ratio": 7.0}, {"fixed acidity": "8.5", "condition_ratio": 4.0}, {"fixed acidity": "8.1", "condition_ratio": 3.090909090909091}, {"fixed acidity": "4.8", "condition_ratio": 3.0}, {"fixed acidity": "5.1", "condition_ratio": 3.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0adb6d91c5524d024aa12344118dd7422370945 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_83d2ed0a6ee9c417 +-- problem_id: v2p_n3_2262af0ee31f303f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "fixed acidity", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT "fixed acidity", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..016bb77f4669b2783feaeff85f162ef50fe2d2e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"fixed acidity\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT \"fixed acidity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT \\\"fixed acidity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"fixed acidity\", \"condition_ratio\"], \"rows\": [{\"fixed acidity\": \"5\", \"condition_ratio\": 7.0}, {\"fixed acidity\": \"8.5\", \"condition_ratio\": 4.0}, {\"fixed acidity\": \"8.1\", \"condition_ratio\": 3.090909090909091}, {\"fixed acidity\": \"4.8\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.1\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.4\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"9.7\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.3\", \"condition_ratio\": 2.8}, {\"fixed acidity\": \"5.7\", \"condition_ratio\": 2.75}, {\"fixed acidity\": \"5.2\", \"condition_ratio\": 2.5}, {\"fixed acidity\": \"5.6\", \"condition_ratio\": 2.2857142857142856}, {\"fixed acidity\": \"6.3\", \"condition_ratio\": 2.25}, {\"fixed acidity\": \"7\", \"condition_ratio\": 2.2115384615384617}, {\"fixed acidity\": \"8.8\", \"condition_ratio\": 2.0}, {\"fixed acidity\": \"7.3\", \"condition_ratio\": 1.9268292682926829}, {\"fixed acidity\": \"7.8\", \"condition_ratio\": 1.8518518518518519}, {\"fixed acidity\": \"6.2\", \"condition_ratio\": 1.8113207547169812}, {\"fixed acidity\": \"8\", \"condition_ratio\": 1.8}, {\"fixed acidity\": \"6\", \"condition_ratio\": 1.7916666666666667}, {\"fixed acidity\": \"6.5\", \"condition_ratio\": 1.6964285714285714}, {\"fixed acidity\": \"5.9\", \"condition_ratio\": 1.6551724137931034}, {\"fixed acidity\": \"7.9\", \"condition_ratio\": 1.608695652173913}, {\"fixed acidity\": \"9.2\", \"condition_ratio\": 1.6}, {\"fixed acidity\": \"6.7\", \"condition_ratio\": 1.5223880597014925}, {\"fixed acidity\": \"6.8\", \"condition_ratio\": 1.5161290322580645}, {\"fixed acidity\": \"8.4\", \"condition_ratio\": 1.5}, {\"fixed acidity\": \"9\", \"condition_ratio\": 1.5}, {\"fixed acidity\": \"6.1\", \"condition_ratio\": 1.4565217391304348}, {\"fixed acidity\": \"6.9\", \"condition_ratio\": 1.4507042253521127}, {\"fixed acidity\": \"5.8\", \"condition_ratio\": 1.4375}, {\"fixed acidity\": \"7.7\", \"condition_ratio\": 1.3870967741935485}, {\"fixed acidity\": \"6.6\", \"condition_ratio\": 1.3838383838383839}, {\"fixed acidity\": \"7.1\", \"condition_ratio\": 1.3620689655172413}, {\"fixed acidity\": \"8.3\", \"condition_ratio\": 1.2857142857142858}, {\"fixed acidity\": \"7.4\", \"condition_ratio\": 1.278688524590164}, {\"fixed acidity\": \"7.2\", \"condition_ratio\": 1.1917808219178083}, {\"fixed acidity\": \"6.4\", \"condition_ratio\": 1.1238095238095238}, {\"fixed acidity\": \"8.2\", \"condition_ratio\": 1.1}, {\"fixed acidity\": \"5.5\", \"condition_ratio\": 1.0833333333333333}, {\"fixed acidity\": \"7.5\", \"condition_ratio\": 1.0196078431372548}, {\"fixed acidity\": \"4.7\", \"condition_ratio\": 1.0}, {\"fixed acidity\": \"9.5\", \"condition_ratio\": 1.0}, {\"fixed acidity\": \"7.6\", \"condition_ratio\": 0.8461538461538461}, {\"fixed acidity\": \"9.6\", \"condition_ratio\": 0.6666666666666666}, {\"fixed acidity\": \"8.6\", \"condition_ratio\": 0.6363636363636364}, {\"fixed acidity\": \"4.9\", \"condition_ratio\": 0.5}, {\"fixed acidity\": \"8.7\", \"condition_ratio\": 0.5}, {\"fixed acidity\": \"8.9\", \"condition_ratio\": 0.4}, {\"fixed acidity\": \"9.4\", \"condition_ratio\": 0.2857142857142857}, {\"fixed acidity\": \"10.3\", \"condition_ratio\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7ae2ea2491833081f8041bff315d225707a6ad4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:59:51.077438+00:00", + "ended_at": "2026-05-04T08:00:03.559673+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_83d2ed0a6ee9c417", + "problem_id": "v2p_n3_2262af0ee31f303f", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_83d2ed0a6ee9c417.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_83d2ed0a6ee9c417", + "api_calls": 0, + "input_tokens": 22499, + "cached_input_tokens": 20864, + "output_tokens": 193, + "total_tokens": 22692, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2408, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2585, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12448.91, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_83d2ed0a6ee9c417\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e50912b3605a992bdd081de70a89f1e1e89fad3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_83d2ed0a6ee9c417/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:03.548243+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12448.91, "started_at": "2026-05-04T07:59:51.079595+00:00", "ended_at": "2026-05-04T08:00:03.528859+00:00", "prompt_metrics": {"chars": 8481, "bytes_utf8": 8481, "lines": 243, "estimated_tokens": 2408}, "response_metrics": {"chars": 709, "bytes_utf8": 709, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22499, "cached_input_tokens": 20864, "output_tokens": 193}, "stderr_preview": "2026-05-04T07:59:51.244928Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:53.608039Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ee18d5af7375a14213581857dd28af59c5900b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-8217-7be1-be7d-d55b439bd84e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"sulphates\\\". Cast to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22308,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10428bf58b2fcdb3e1869944a3d1d3c448eb323c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"sulphates\" and measure_col=\"sulphates\". Cast to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ed136e49aef1d828ba84228904719c87b01132 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:18.484916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:20.959167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:28.693618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..665cb4ef6687a04e475ac36b90a4cf988f8695ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/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=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "avg_measure": 1.08}, {"sulphates": "1.06", "avg_measure": 1.06}, {"sulphates": "1.01", "avg_measure": 1.01}, {"sulphates": "1", "avg_measure": 1.0}, {"sulphates": "0.99", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ba5608c33f577755063735c6cd070bf5d058bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8426d10f067e6623 +-- problem_id: v2p_n3_3e9503cd90fdb0e3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84c006ac5aec59527e0388af3af59764c32b6820 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/query_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 \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.8200000000000001}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.8100000000000002}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"avg_measure\": 0.78}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.77}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6dcd220b1a696572fb769dadd0c283b0d1144928 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:01:14.911761+00:00", + "ended_at": "2026-05-04T08:01:29.590115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8426d10f067e6623", + "problem_id": "v2p_n3_3e9503cd90fdb0e3", + "dataset_id": "n3", + "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=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_8426d10f067e6623.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8426d10f067e6623", + "api_calls": 0, + "input_tokens": 22308, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 22430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2217, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2323, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14627.69, + "sql_execution_elapsed_ms_total": 12.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8426d10f067e6623\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..033a0c52d3e0e6d9bc2134073d839878ed958243 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8426d10f067e6623/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:29.563833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14627.69, "started_at": "2026-05-04T08:01:14.914426+00:00", "ended_at": "2026-05-04T08:01:29.539661+00:00", "prompt_metrics": {"chars": 7753, "bytes_utf8": 7753, "lines": 240, "estimated_tokens": 2217}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22308, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:01:18.484916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:20.959167Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2c4e28323c9da86b2e4df49fcc78500ce637d99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-2a06-71c2-8a34-ad41765165e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"fixed acidity\\\" and predicate on \\\"total sulfur dioxide\\\" >= 167.0. Cast the predicate column to REAL because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22341,"cached_input_tokens":19840,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbe95c6dddd5b3a0c310d279ef829881dbb4b215 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"fixed acidity\" and predicate on \"total sulfur dioxide\" >= 167.0. Cast the predicate column 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_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e18068458dd782d09fb969013e740b9bcd5e6c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:16.248640Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:18.627589Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:27.611728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48eb9e7eaa7ae17d82c0cc7e9526150c4d060a1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/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=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "support": 87}, {"fixed acidity": "6.4", "support": 80}, {"fixed acidity": "7.4", "support": 79}, {"fixed acidity": "6.6", "support": 77}, {"fixed acidity": "7.2", "support": 70}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dc2dca03451d78156c161d9db9c6b9668ba12c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8842f7c368c3cb54 +-- problem_id: v2p_n3_8397755d782796ad +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..962c491421e78e551992af8447277e7a630e8727 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/query_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 \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"fixed acidity\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 87}, {\"fixed acidity\": \"6.4\", \"support\": 80}, {\"fixed acidity\": \"7.4\", \"support\": 79}, {\"fixed acidity\": \"6.6\", \"support\": 77}, {\"fixed acidity\": \"7.2\", \"support\": 70}, {\"fixed acidity\": \"6.9\", \"support\": 62}, {\"fixed acidity\": \"6.5\", \"support\": 60}, {\"fixed acidity\": \"6.7\", \"support\": 59}, {\"fixed acidity\": \"7.3\", \"support\": 58}, {\"fixed acidity\": \"7\", \"support\": 56}, {\"fixed acidity\": \"6.2\", \"support\": 56}, {\"fixed acidity\": \"6.3\", \"support\": 53}, {\"fixed acidity\": \"7.1\", \"support\": 45}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..015b80c15bcd3837905d793232b661aea2dc90d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:41:15.956851+00:00", + "ended_at": "2026-05-04T07:41:28.313792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8842f7c368c3cb54", + "problem_id": "v2p_n3_8397755d782796ad", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_8842f7c368c3cb54.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8842f7c368c3cb54", + "api_calls": 0, + "input_tokens": 22341, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 22473, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2252, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12325.13, + "sql_execution_elapsed_ms_total": 2.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8842f7c368c3cb54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b77cf2fe053c7b91455061287da9e5e3b5f38730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:28.304784+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12325.13, "started_at": "2026-05-04T07:41:15.958872+00:00", "ended_at": "2026-05-04T07:41:28.283251+00:00", "prompt_metrics": {"chars": 7878, "bytes_utf8": 7878, "lines": 242, "estimated_tokens": 2252}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22341, "cached_input_tokens": 19840, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:41:16.248640Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:18.627589Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 167.0\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"fixed acidity\\\" and predicate on \\\"total sulfur dioxide\\\" >= 167.0. Cast the predicate column to REAL because the SQLite schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df50af6ebca41500fcfd38562a7c2b2e0fa47790 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8842f7c368c3cb54/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8842f7c368c3cb54", + "api_calls": 0, + "input_tokens": 22341, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 22473, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2252, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12325.13, + "sql_execution_elapsed_ms_total": 2.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8842f7c368c3cb54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a29319edbb49afba2fc30bd492a70f158823f3f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7614, "bytes_utf8": 7614, "lines": 238, "estimated_tokens": 2190}} +{"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": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22279, "cached_input_tokens": 20864, "output_tokens": 114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41e8e6dc94a6cbd425a6d6aa06dd2a77df2b49ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8858a86491a8f359", + "api_calls": 0, + "input_tokens": 22279, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 22393, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2190, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2288, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10878.05, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8858a86491a8f359\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6dafa2162f18449b515a87e29bfde8ef3c04aa30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/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": "2026-05-04T08:17:34.265802+00:00", + "ended_at": "2026-05-04T08:17:45.143748+00:00", + "elapsed_ms": 10878.05, + "prompt_metrics": { + "chars": 7614, + "bytes_utf8": 7614, + "lines": 238, + "estimated_tokens": 2190 + }, + "stdout_metrics": { + "chars": 687, + "bytes_utf8": 687, + "lines": 4, + "estimated_tokens": 191 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22279, + "cached_input_tokens": 20864, + "output_tokens": 114 + } + }, + "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_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..282d7aa85a24fc5b456f969168e71b3ef277bc57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=fixed acidity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e80abcf3adef64f3cb9df0310323bd4ae363fab3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-66bc-7cc0-9016-094ae5abe631"} +{"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(\\\"fixed acidity\\\" AS REAL) <= 7.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"fixed acidity\\\" and threshold fixed at 7.3. CAST to REAL is needed because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22279,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ccf0bc7474ada0e70ea691518c79d59ab7ea01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"fixed acidity\" AS REAL) <= 7.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"fixed acidity\" and threshold fixed at 7.3. CAST to REAL is needed 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_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..177cbde1b52d9e803dd862b87457092cbe014ed9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:34.447388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:36.838062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:44.187079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d2b284155b2decad5abfc67c1309fdbba06c6a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/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=fixed acidity. +Result preview: [{"empirical_cdf_at_threshold": 0.754185381788485}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac576e45c37bbe12ff08043eae4b8c823ad5bc8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8858a86491a8f359 +-- problem_id: v2p_n3_bedd7054a4bea4e8 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("fixed acidity" AS REAL) <= 7.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf23fcd30d48dd90248efa5a42dd8f7777fd1599 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/query_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(\"fixed acidity\" AS REAL) <= 7.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"fixed acidity\\\" AS REAL) <= 7.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.754185381788485}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2640709806f7cc3cf8a3470ad3dc7939aad5fee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:17:34.261877+00:00", + "ended_at": "2026-05-04T08:17:45.186010+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8858a86491a8f359", + "problem_id": "v2p_n3_bedd7054a4bea4e8", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "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_c\\n3\\sql\\v2q_n3_8858a86491a8f359.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8858a86491a8f359", + "api_calls": 0, + "input_tokens": 22279, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 22393, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2190, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2288, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10878.05, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8858a86491a8f359\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efdb2779883ea461ee39b8581f044ea96fd6aa50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8858a86491a8f359/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:45.167282+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10878.05, "started_at": "2026-05-04T08:17:34.265802+00:00", "ended_at": "2026-05-04T08:17:45.143748+00:00", "prompt_metrics": {"chars": 7614, "bytes_utf8": 7614, "lines": 238, "estimated_tokens": 2190}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22279, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:17:34.447388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:36.838062Z 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_c/n3/artifacts/v2q_n3_88b560c0a7f86742/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8a2b8a1c4afd532293797a2003542a0e0e988a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/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_c\n-- sql_source_dataset_id: n3\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_n3_88b560c0a7f86742\n-- problem_id: v2p_n3_2b63a9ab07d9f0f0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_88b560c0a7f86742\\n-- problem_id: v2p_n3_2b63a9ab07d9f0f0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 6.9953125}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 6.9606557377049185}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 6.8999999999999995}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 7.196153846153846}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 6.87}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 7.259183673469387}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 6.721276595744681}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 7.23695652173913}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 7.191111111111112}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 7.109090909090909}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 6.640909090909091}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 7.204761904761905}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 6.982926829268293}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 7.325}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 7.15}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 6.843589743589743}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 6.9605263157894735}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 7.048648648648649}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 7.027027027027027}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 7.51111111111111}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 7.668571428571428}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 6.797142857142857}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 7.197058823529411}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 7.167647058823529}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 6.823529411764706}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 6.770588235294118}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 6.742424242424242}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 6.736363636363636}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 7.45}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 7.2125}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 7.003125}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 6.640625}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 7.006451612903225}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 7.02}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 7.23103448275862}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 7.335714285714286}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 7.214285714285714}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 7.2}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 6.867857142857143}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 6.757142857142857}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 6.796296296296297}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 7.228}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 7.16}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 7.1}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 6.856}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 6.707999999999999}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 6.983333333333333}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 7.178260869565217}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 7.021739130434782}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 7.004347826086956}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e20661e7e136d895312837f3edc7bdadc7f3559d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.648140+00:00", + "ended_at": "2026-05-04T08:19:07.656494+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_88b560c0a7f86742", + "problem_id": "v2p_n3_2b63a9ab07d9f0f0", + "dataset_id": "n3", + "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=fixed acidity, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_88b560c0a7f86742.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_c/n3/artifacts/v2q_n3_88b560c0a7f86742/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88b560c0a7f86742/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_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e167375c5c8285029abeeb235367dc76ce550b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7844, "bytes_utf8": 7844, "lines": 240, "estimated_tokens": 2247}} +{"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": 124}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 222}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4fc7a19bc98a9e3febb0c971e3b3f0c62263d7f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_88efd37e6543dc73", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 222, + "total_tokens": 22558, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13339.29, + "sql_execution_elapsed_ms_total": 3.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_88efd37e6543dc73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5881ebd396cbbc78e7398bc2b4bf36d7f6fcfdfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/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": "2026-05-04T07:43:32.256279+00:00", + "ended_at": "2026-05-04T07:43:45.589034+00:00", + "elapsed_ms": 13339.29, + "prompt_metrics": { + "chars": 7844, + "bytes_utf8": 7844, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 845, + "bytes_utf8": 845, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 516, + "bytes_utf8": 516, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 222 + } + }, + "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_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38e0e7fa1f296d89b9820f2cdfca9d4cce32f3ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ee80b1aa9eebce79c252516578b2b7a88bb632 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-3eb3-7cd0-904c-f9620e7c0053"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"free sulfur dioxide\\\", and min_group_size=5. Cast the measure and sort key to REAL because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":222}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70acea17ab032d411c9dd1f6b9e9239f310140bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Applied the Support-Guarded Group Average template with group_col=\"fixed acidity\", measure_col=\"free sulfur dioxide\", and min_group_size=5. Cast the measure and sort key to REAL 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_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fdf6e1ad6208cd01d21a82a27b9802b81ec3520 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:32.618724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:35.811803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:45.397715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42ab28d76ff1659ebf3216ffbad32f165af102be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 28.666666666666668, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 47.857142857142854, "support": 7}, {"fixed acidity": "5", "avg_measure": 35.083333333333336, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 28.565217391304348, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 27.0, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc29a38044e9b018d46438d7b79edd59e0df87f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_88efd37e6543dc73 +-- problem_id: v2p_n3_29be792b31bc5715 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ad8d6974bc5309675c04df83fbd0ed596d9ffee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/query_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_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"free sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 28.666666666666668, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 47.857142857142854, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 35.083333333333336, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 28.565217391304348, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 27.0, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 31.11111111111111, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 31.928571428571427, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 23.35483870967742, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 28.507042253521128, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 34.11363636363637, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 34.053719008264466, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 33.62135922330097, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 35.494565217391305, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 37.438709677419354, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 37.1328125, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 39.00797872340426, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 37.15357142857143, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 36.65555555555556, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 36.543103448275865, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 37.014830508474574, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 38.40584415584416, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 34.477178423236516, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 32.89224137931034, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 35.1425, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 35.62135922330097, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 37.674157303370784, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 37.608247422680414, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 38.50813008130081, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 33.64052287581699, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 34.623655913978496, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 33.59139784946237, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 34.4054054054054, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 35.25625, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 36.294642857142854, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 32.142857142857146, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 28.307692307692307, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 33.57142857142857, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 31.65625, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 23.8, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 27.8, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 29.333333333333332, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 20.28125, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 24.823529411764707, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 24.583333333333332, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 29.095238095238095, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 34.40909090909091, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 20.125, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f74265436d100d52d004f6a2bbdc3cca0b26f85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:43:29.581294+00:00", + "ended_at": "2026-05-04T07:43:45.654700+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_88efd37e6543dc73", + "problem_id": "v2p_n3_29be792b31bc5715", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_88efd37e6543dc73.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_88efd37e6543dc73", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 222, + "total_tokens": 22558, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13339.29, + "sql_execution_elapsed_ms_total": 3.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_88efd37e6543dc73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..764094fab5c70f93e0a5349e19e47bfc69b13732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:45.637148+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13339.29, "started_at": "2026-05-04T07:43:32.256279+00:00", "ended_at": "2026-05-04T07:43:45.589034+00:00", "prompt_metrics": {"chars": 7844, "bytes_utf8": 7844, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 222}, "stderr_preview": "2026-05-04T07:43:32.618724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:35.811803Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"free sulfur dioxide\\\", and min_group_size=5. Cast the measure and sort key to REAL because the SQLite schema stores these fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca84571bc9c9f194ff3c5e8d5aa4267c33c58ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_88efd37e6543dc73/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_88efd37e6543dc73", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 222, + "total_tokens": 22558, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13339.29, + "sql_execution_elapsed_ms_total": 3.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_88efd37e6543dc73\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1df6312df2df40960fe1bc4cb635ca1cc7343136 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8482, "bytes_utf8": 8482, "lines": 243, "estimated_tokens": 2408}} +{"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": 708, "bytes_utf8": 708, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22499, "cached_input_tokens": 20864, "output_tokens": 181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a221201c13fca2fcc6e56d30b3d2c746841fc4d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_899a280fc2af3f30", + "api_calls": 0, + "input_tokens": 22499, + "cached_input_tokens": 20864, + "output_tokens": 181, + "total_tokens": 22680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2408, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2585, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.52, + "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_c\\n3\\artifacts\\v2q_n3_899a280fc2af3f30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1b35cdef60c30b21a96815a32bbc53c20fecf84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/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": "2026-05-04T08:00:36.385681+00:00", + "ended_at": "2026-05-04T08:00:48.689479+00:00", + "elapsed_ms": 12304.52, + "prompt_metrics": { + "chars": 8482, + "bytes_utf8": 8482, + "lines": 243, + "estimated_tokens": 2408 + }, + "stdout_metrics": { + "chars": 1047, + "bytes_utf8": 1047, + "lines": 4, + "estimated_tokens": 290 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 1, + "estimated_tokens": 177 + }, + "usage": { + "input_tokens": 22499, + "cached_input_tokens": 20864, + "output_tokens": 181 + } + }, + "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_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62cd10ac0b5042f5e41d83a99681490d7a23cce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64a55a4eda31d5b8d6dd0f1439cc7fc50ce748f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-dec1-7071-be6f-b1eb8f70bb28"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT \\\"fixed acidity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template with group_col=\\\"fixed acidity\\\" and condition_col=\\\"quality\\\", binding positive_value='6' and negative_value='5'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22499,"cached_input_tokens":20864,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdb8a25b9e77481f50aeb33443b8e86eeec35cd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"fixed acidity\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT \"fixed acidity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template with group_col=\"fixed acidity\" and condition_col=\"quality\", binding positive_value='6' and negative_value='5'. 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_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8621f4da8c23ab6feb372b33d04818d1f2f68aea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:36.625441Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:39.237301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:47.924129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54ca7598f67595eff675e93f740d1c476b43090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "5", "condition_ratio": 7.0}, {"fixed acidity": "8.5", "condition_ratio": 4.0}, {"fixed acidity": "8.1", "condition_ratio": 3.090909090909091}, {"fixed acidity": "4.8", "condition_ratio": 3.0}, {"fixed acidity": "5.1", "condition_ratio": 3.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9803d66dccfefa1a12ec96f00ecd8c779303d096 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_899a280fc2af3f30 +-- problem_id: v2p_n3_ed7f3824a270fac8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "fixed acidity", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT "fixed acidity", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..527395d0deaebf07b0f161d8bbc565d93349097f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"fixed acidity\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\n)\nSELECT \"fixed acidity\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT \\\"fixed acidity\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"fixed acidity\", \"condition_ratio\"], \"rows\": [{\"fixed acidity\": \"5\", \"condition_ratio\": 7.0}, {\"fixed acidity\": \"8.5\", \"condition_ratio\": 4.0}, {\"fixed acidity\": \"8.1\", \"condition_ratio\": 3.090909090909091}, {\"fixed acidity\": \"4.8\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.1\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.4\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"9.7\", \"condition_ratio\": 3.0}, {\"fixed acidity\": \"5.3\", \"condition_ratio\": 2.8}, {\"fixed acidity\": \"5.7\", \"condition_ratio\": 2.75}, {\"fixed acidity\": \"5.2\", \"condition_ratio\": 2.5}, {\"fixed acidity\": \"5.6\", \"condition_ratio\": 2.2857142857142856}, {\"fixed acidity\": \"6.3\", \"condition_ratio\": 2.25}, {\"fixed acidity\": \"7\", \"condition_ratio\": 2.2115384615384617}, {\"fixed acidity\": \"8.8\", \"condition_ratio\": 2.0}, {\"fixed acidity\": \"7.3\", \"condition_ratio\": 1.9268292682926829}, {\"fixed acidity\": \"7.8\", \"condition_ratio\": 1.8518518518518519}, {\"fixed acidity\": \"6.2\", \"condition_ratio\": 1.8113207547169812}, {\"fixed acidity\": \"8\", \"condition_ratio\": 1.8}, {\"fixed acidity\": \"6\", \"condition_ratio\": 1.7916666666666667}, {\"fixed acidity\": \"6.5\", \"condition_ratio\": 1.6964285714285714}, {\"fixed acidity\": \"5.9\", \"condition_ratio\": 1.6551724137931034}, {\"fixed acidity\": \"7.9\", \"condition_ratio\": 1.608695652173913}, {\"fixed acidity\": \"9.2\", \"condition_ratio\": 1.6}, {\"fixed acidity\": \"6.7\", \"condition_ratio\": 1.5223880597014925}, {\"fixed acidity\": \"6.8\", \"condition_ratio\": 1.5161290322580645}, {\"fixed acidity\": \"8.4\", \"condition_ratio\": 1.5}, {\"fixed acidity\": \"9\", \"condition_ratio\": 1.5}, {\"fixed acidity\": \"6.1\", \"condition_ratio\": 1.4565217391304348}, {\"fixed acidity\": \"6.9\", \"condition_ratio\": 1.4507042253521127}, {\"fixed acidity\": \"5.8\", \"condition_ratio\": 1.4375}, {\"fixed acidity\": \"7.7\", \"condition_ratio\": 1.3870967741935485}, {\"fixed acidity\": \"6.6\", \"condition_ratio\": 1.3838383838383839}, {\"fixed acidity\": \"7.1\", \"condition_ratio\": 1.3620689655172413}, {\"fixed acidity\": \"8.3\", \"condition_ratio\": 1.2857142857142858}, {\"fixed acidity\": \"7.4\", \"condition_ratio\": 1.278688524590164}, {\"fixed acidity\": \"7.2\", \"condition_ratio\": 1.1917808219178083}, {\"fixed acidity\": \"6.4\", \"condition_ratio\": 1.1238095238095238}, {\"fixed acidity\": \"8.2\", \"condition_ratio\": 1.1}, {\"fixed acidity\": \"5.5\", \"condition_ratio\": 1.0833333333333333}, {\"fixed acidity\": \"7.5\", \"condition_ratio\": 1.0196078431372548}, {\"fixed acidity\": \"4.7\", \"condition_ratio\": 1.0}, {\"fixed acidity\": \"9.5\", \"condition_ratio\": 1.0}, {\"fixed acidity\": \"7.6\", \"condition_ratio\": 0.8461538461538461}, {\"fixed acidity\": \"9.6\", \"condition_ratio\": 0.6666666666666666}, {\"fixed acidity\": \"8.6\", \"condition_ratio\": 0.6363636363636364}, {\"fixed acidity\": \"4.9\", \"condition_ratio\": 0.5}, {\"fixed acidity\": \"8.7\", \"condition_ratio\": 0.5}, {\"fixed acidity\": \"8.9\", \"condition_ratio\": 0.4}, {\"fixed acidity\": \"9.4\", \"condition_ratio\": 0.2857142857142857}, {\"fixed acidity\": \"10.3\", \"condition_ratio\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc970fb5849366a285a871b8114dabcf2f02abe2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:00:36.382139+00:00", + "ended_at": "2026-05-04T08:00:48.725462+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_899a280fc2af3f30", + "problem_id": "v2p_n3_ed7f3824a270fac8", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\n3\\sql\\v2q_n3_899a280fc2af3f30.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_899a280fc2af3f30", + "api_calls": 0, + "input_tokens": 22499, + "cached_input_tokens": 20864, + "output_tokens": 181, + "total_tokens": 22680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2408, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2585, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.52, + "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_c\\n3\\artifacts\\v2q_n3_899a280fc2af3f30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07f6d180ef5954d35950af9936ba7e89d64d681b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_899a280fc2af3f30/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:48.710763+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12304.52, "started_at": "2026-05-04T08:00:36.385681+00:00", "ended_at": "2026-05-04T08:00:48.689479+00:00", "prompt_metrics": {"chars": 8482, "bytes_utf8": 8482, "lines": 243, "estimated_tokens": 2408}, "response_metrics": {"chars": 708, "bytes_utf8": 708, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22499, "cached_input_tokens": 20864, "output_tokens": 181}, "stderr_preview": "2026-05-04T08:00:36.625441Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:39.237301Z 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_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00167e053787177476e7ffecc48b2ec23dd2ddf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/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_c\n-- sql_source_dataset_id: n3\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_n3_8a3e619fa2157b0e\n-- problem_id: v2p_n3_d02f0ff162e654ff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_8a3e619fa2157b0e\\n-- problem_id: v2p_n3_d02f0ff162e654ff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 0.3339303482587065}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 0.31705}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 0.3398369565217391}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 0.325}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 0.34204419889502763}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 0.3224137931034483}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 0.35005847953216374}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 0.36623529411764705}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 0.3432941176470588}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 0.32}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 0.3307185628742515}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 0.34362499999999996}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 0.3372611464968153}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 0.33394557823129256}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 0.33978723404255323}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 0.3356390977443609}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 0.33592307692307694}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 0.323}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 0.32361344537815123}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 0.3175652173913044}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 0.3218348623853211}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 0.31703703703703706}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 0.30906542056074765}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 0.3499038461538462}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 0.32353535353535356}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 0.34125}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 0.33482352941176474}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 0.328641975308642}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 0.33588235294117647}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 0.3468852459016393}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 0.3370689655172414}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 0.31833333333333336}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 0.32999999999999996}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 0.3008695652173913}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 0.32583333333333336}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 0.30970588235294116}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 0.30966666666666665}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 0.33799999999999997}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 0.32521739130434785}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 0.3215}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 0.41105263157894734}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 0.3589473684210526}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 0.3336842105263158}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 0.35555555555555557}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 0.34}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 0.3111111111111111}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 0.285}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 0.27466666666666667}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 0.296}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 0.3611111111111111}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39b3fad3740c3bed21524fd4a3b815f7f33b69ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.551243+00:00", + "ended_at": "2026-05-04T08:19:07.559879+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8a3e619fa2157b0e", + "problem_id": "v2p_n3_d02f0ff162e654ff", + "dataset_id": "n3", + "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=citric acid, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_8a3e619fa2157b0e.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_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a3e619fa2157b0e/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_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e4d435e5e9dd4f45d39a8a8a5efb7fb1e766c3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7865, "bytes_utf8": 7865, "lines": 240, "estimated_tokens": 2241}} +{"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": 1111, "bytes_utf8": 1111, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 406}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8835, "bytes_utf8": 8835, "lines": 244, "estimated_tokens": 2521}} +{"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": 1022, "bytes_utf8": 1022, "lines": 1, "estimated_tokens": 299}, "usage": {"input_tokens": 22612, "cached_input_tokens": 20864, "output_tokens": 423}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9de2092f43394060b13b3023850a692c2b802546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8a5eaa96bc3e5ce5", + "api_calls": 0, + "input_tokens": 44944, + "cached_input_tokens": 41728, + "output_tokens": 829, + "total_tokens": 45773, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4762, + "estimated_output_tokens": 609, + "estimated_total_tokens": 5371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34590.89, + "sql_execution_elapsed_ms_total": 18.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8a5eaa96bc3e5ce5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d1efe87861d9dae427093e0ff9a6ce947616dd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/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": "2026-05-04T08:11:56.234608+00:00", + "ended_at": "2026-05-04T08:12:14.632247+00:00", + "elapsed_ms": 18397.45, + "prompt_metrics": { + "chars": 7865, + "bytes_utf8": 7865, + "lines": 240, + "estimated_tokens": 2241 + }, + "stdout_metrics": { + "chars": 1553, + "bytes_utf8": 1553, + "lines": 4, + "estimated_tokens": 488 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1111, + "bytes_utf8": 1111, + "lines": 1, + "estimated_tokens": 310 + }, + "usage": { + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 406 + } + }, + "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_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a55b78489b7b052ce4370517773eb20ffcbb435 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/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": "2026-05-04T08:12:14.656612+00:00", + "ended_at": "2026-05-04T08:12:30.849914+00:00", + "elapsed_ms": 16193.44, + "prompt_metrics": { + "chars": 8835, + "bytes_utf8": 8835, + "lines": 244, + "estimated_tokens": 2521 + }, + "stdout_metrics": { + "chars": 1464, + "bytes_utf8": 1464, + "lines": 4, + "estimated_tokens": 477 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1022, + "bytes_utf8": 1022, + "lines": 1, + "estimated_tokens": 299 + }, + "usage": { + "input_tokens": 22612, + "cached_input_tokens": 20864, + "output_tokens": 423 + } + }, + "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_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a55588d4ad6974ba71957bfd74e94c1ed46c158 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ad8e3637c1d91efbfe1b5ad2e140f8616700c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"fixed acidity\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\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_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..144aeb3eb6f64d02fa3b740a00e8e3397ad9c3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-3e53-7ce3-b1da-5f80f80216a1"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\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 \\\"fixed acidity\\\" group via window functions. Both grouped and measured columns are stored as TEXT in the schema, so the query casts \\\"citric acid\\\" to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":20864,"output_tokens":406}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c509e309271ed68bf3bad010f282f77a5b96c63b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\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 \"fixed acidity\" group via window functions. Both grouped and measured columns are stored as TEXT in the schema, so the query casts \"citric acid\" to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c706fa37f870e0acc7a5650eddf8be72d10e4c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-8640-7c03-990b-3b99da3d8daf"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\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 \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a boolean-based ceiling expression: CAST(x AS INTEGER) + (x > CAST(x AS INTEGER)).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22612,"cached_input_tokens":20864,"output_tokens":423}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcbac0d26566ec929c16b620fc82b7675e48098a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\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 \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a boolean-based ceiling expression: CAST(x AS INTEGER) + (x > CAST(x AS INTEGER))."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f0a7c26a7eae0da81cfed0cfe35a3ac023dc1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:56.418339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:58.708010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:13.566012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a846fd119cc272b4db054742042964eebe7de70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:14.836975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:17.366538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:30.227793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..461eddb790802a8bd9cf3e7372f9d6fb48b515d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/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=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "10.2", "percentile_measure": 0.88}, {"fixed acidity": "8.5", "percentile_measure": 0.74}, {"fixed acidity": "8.8", "percentile_measure": 0.74}, {"fixed acidity": "9.8", "percentile_measure": 0.74}, {"fixed acidity": "8.7", "percentile_measure": 0.73}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f21acba7a6c9d7f71ef07608c686ed975c23e85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8a5eaa96bc3e5ce5 +-- problem_id: v2p_n3_fda83a115444b1e8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("citric acid" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "fixed acidity", + "measure_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "measure_value" AS "percentile_measure" +FROM "percentile_point" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b2d4ab093fbce6bcb6e897c2fbc1d3ed00056d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/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 \"fixed acidity\",\n CAST(\"citric acid\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"percentile_point\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\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 \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_point\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"percentile_point\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\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 \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"10.2\", \"percentile_measure\": 0.88}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 0.74}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 0.74}, {\"fixed acidity\": \"9.8\", \"percentile_measure\": 0.74}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 0.73}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 0.71}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 0.7}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 0.7}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 0.62}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 0.62}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 0.62}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 0.62}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 0.6}, {\"fixed acidity\": \"9.7\", \"percentile_measure\": 0.59}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 0.58}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 0.58}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 0.57}, {\"fixed acidity\": \"10.7\", \"percentile_measure\": 0.56}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 0.56}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 0.55}, {\"fixed acidity\": \"5\", \"percentile_measure\": 0.54}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 0.54}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 0.54}, {\"fixed acidity\": \"9\", \"percentile_measure\": 0.53}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 0.52}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 0.52}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 0.52}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 0.51}, {\"fixed acidity\": \"7\", \"percentile_measure\": 0.51}, {\"fixed acidity\": \"6\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"14.2\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"9.3\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"10.3\", \"percentile_measure\": 0.48}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"9.5\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"9.9\", \"percentile_measure\": 0.46}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 0.45}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb58099eef1d3f14d08085a5581bca046f4a82a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:11:56.232433+00:00", + "ended_at": "2026-05-04T08:12:30.893136+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8a5eaa96bc3e5ce5", + "problem_id": "v2p_n3_fda83a115444b1e8", + "dataset_id": "n3", + "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=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_8a5eaa96bc3e5ce5.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8a5eaa96bc3e5ce5", + "api_calls": 0, + "input_tokens": 44944, + "cached_input_tokens": 41728, + "output_tokens": 829, + "total_tokens": 45773, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4762, + "estimated_output_tokens": 609, + "estimated_total_tokens": 5371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34590.89, + "sql_execution_elapsed_ms_total": 18.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8a5eaa96bc3e5ce5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4aa9159b21abb935207a5633bdab00a0ea684203 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:12:14.651957+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18397.45, "started_at": "2026-05-04T08:11:56.234608+00:00", "ended_at": "2026-05-04T08:12:14.632247+00:00", "prompt_metrics": {"chars": 7865, "bytes_utf8": 7865, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 1111, "bytes_utf8": 1111, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 406}, "stderr_preview": "2026-05-04T08:11:56.418339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:58.708010Z 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 \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_point\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a boolean-based ceiling expression: CAST(x AS INTEGER) + (x > "} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb24c98a9453860b0134c5d54696053bcd731f92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8a5eaa96bc3e5ce5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8a5eaa96bc3e5ce5", + "api_calls": 0, + "input_tokens": 44944, + "cached_input_tokens": 41728, + "output_tokens": 829, + "total_tokens": 45773, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4762, + "estimated_output_tokens": 609, + "estimated_total_tokens": 5371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34590.89, + "sql_execution_elapsed_ms_total": 18.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8a5eaa96bc3e5ce5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e569d67fbf0d695c3cb48becc245ce944753a39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 244, "estimated_tokens": 2283}} +{"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": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22372, "cached_input_tokens": 19840, "output_tokens": 194}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5d05cba930348585e2469037079f365a31a7670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8afc3b9eeefeeaa3", + "api_calls": 0, + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 194, + "total_tokens": 22566, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2283, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16225.15, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8afc3b9eeefeeaa3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44cb53a6d526ce6f5497ad36479ed201a1ed9e5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/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": "2026-05-04T07:46:35.825902+00:00", + "ended_at": "2026-05-04T07:46:52.044262+00:00", + "elapsed_ms": 16225.15, + "prompt_metrics": { + "chars": 7973, + "bytes_utf8": 7973, + "lines": 244, + "estimated_tokens": 2283 + }, + "stdout_metrics": { + "chars": 901, + "bytes_utf8": 901, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 567, + "bytes_utf8": 567, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 194 + } + }, + "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_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7caef56455f1d05c63d83f0e32e43712b8305139 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68fcc5565e2710a711bb073e645c417587230cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-0b7a-7811-abcb-a24631487d26"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"fixed acidity\\\" AS REAL) >= 7.3\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with bound roles: group_col=\\\"fixed acidity\\\", measure_col=\\\"residual sugar\\\", predicate_col=\\\"fixed acidity\\\". Cast TEXT-stored numeric fields to REAL for the filter and aggregation while keeping the grouping column as the quoted identifier.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22372,"cached_input_tokens":19840,"output_tokens":194}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..858c121fb87fe2495bd5a5141b48e34a366644cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"fixed acidity\" AS REAL) >= 7.3\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required Top-k Group Sum with Filter template with bound roles: group_col=\"fixed acidity\", measure_col=\"residual sugar\", predicate_col=\"fixed acidity\". Cast TEXT-stored numeric fields to REAL for the filter and aggregation while keeping the grouping column as the quoted identifier."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5db66f979c9d17d72cc9db4f22b58ec6adbe72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:36.092077Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:38.972823Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:50.099656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9239dc78020125cbf57f26de1209c4fa14503abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/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=fixed acidity, measure_col=residual sugar. +Result preview: [{"fixed acidity": "7.4", "total_measure": 1573.5}, {"fixed acidity": "7.3", "total_measure": 1329.45}, {"fixed acidity": "7.6", "total_measure": 1056.05}, {"fixed acidity": "7.5", "total_measure": 941.1}, {"fixed acidity": "7.7", "total_measure": 671.9}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a267e385c28cf11affcc475235a50f23fa362499 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8afc3b9eeefeeaa3 +-- problem_id: v2p_n3_69b64df49d86c7d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("fixed acidity" AS REAL) >= 7.3 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..892d1252c25fceae2d32c80d17691cf079471d67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/query_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 \"fixed acidity\", SUM(CAST(\"residual sugar\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"fixed acidity\" AS REAL) >= 7.3\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"residual sugar\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"fixed acidity\\\" AS REAL) >= 7.3\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"total_measure\": 1573.5}, {\"fixed acidity\": \"7.3\", \"total_measure\": 1329.45}, {\"fixed acidity\": \"7.6\", \"total_measure\": 1056.05}, {\"fixed acidity\": \"7.5\", \"total_measure\": 941.1}, {\"fixed acidity\": \"7.7\", \"total_measure\": 671.9}, {\"fixed acidity\": \"7.8\", \"total_measure\": 634.6}, {\"fixed acidity\": \"8\", \"total_measure\": 575.55}, {\"fixed acidity\": \"7.9\", \"total_measure\": 487.45}, {\"fixed acidity\": \"8.1\", \"total_measure\": 329.6}, {\"fixed acidity\": \"8.3\", \"total_measure\": 319.65}, {\"fixed acidity\": \"8.2\", \"total_measure\": 298.5}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bdb53261fce60e76646318deb1bde1f95192ff71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:46:35.820387+00:00", + "ended_at": "2026-05-04T07:46:52.081124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8afc3b9eeefeeaa3", + "problem_id": "v2p_n3_69b64df49d86c7d3", + "dataset_id": "n3", + "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=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "predicate_col": "fixed acidity", + "predicate_op": ">=", + "predicate_value": 7.3, + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_8afc3b9eeefeeaa3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8afc3b9eeefeeaa3", + "api_calls": 0, + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 194, + "total_tokens": 22566, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2283, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16225.15, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8afc3b9eeefeeaa3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6498324d96dd5188b0b3f36b8ac36df7fadcbcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:52.060478+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16225.15, "started_at": "2026-05-04T07:46:35.825902+00:00", "ended_at": "2026-05-04T07:46:52.044262+00:00", "prompt_metrics": {"chars": 7973, "bytes_utf8": 7973, "lines": 244, "estimated_tokens": 2283}, "response_metrics": {"chars": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22372, "cached_input_tokens": 19840, "output_tokens": 194}, "stderr_preview": "2026-05-04T07:46:36.092077Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:38.972823Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.3\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with bound roles: group_col=\\\"fixed acidity\\\", measure_col=\\\"residual sugar\\\", predicate_col=\\\"fixed acidity\\\". Cast TEXT-stored numeric fields to REAL for the filter and aggregation while keeping the grouping column as the quoted identifier.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94d3eeda92b1a145231457a33b31441d94a08683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8afc3b9eeefeeaa3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_8afc3b9eeefeeaa3", + "api_calls": 0, + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 194, + "total_tokens": 22566, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2283, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16225.15, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_8afc3b9eeefeeaa3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..614260bc361a1f98aca72e34a5868d0cfabbd611 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"volatile acidity": "0.28", "support": 263, "avg_response": 6.8604562737642585}, {"volatile acidity": "0.24", "support": 253, "avg_response": 6.858102766798418}, {"volatile acidity": "0.26", "support": 240, "avg_response": 6.822500000000001}, {"volatile acidity": "0.25", "support": 231, "avg_response": 6.895238095238095}, {"volatile acidity": "0.22", "support": 229, "avg_response": 6.835807860262009}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f65f13e89685ab672d6071e056dba568f4108d61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8d5147a31de1112b +-- problem_id: v2p_n3_0866652222a91652 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc33f0403b86497fcc1db7614f646c65d0e66773 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/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_c\n-- sql_source_dataset_id: n3\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_n3_8d5147a31de1112b\n-- problem_id: v2p_n3_0866652222a91652\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"volatile acidity\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"volatile acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_8d5147a31de1112b\\n-- problem_id: v2p_n3_0866652222a91652\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"volatile acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"volatile acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"volatile acidity\", \"support\", \"avg_response\"], \"rows\": [{\"volatile acidity\": \"0.28\", \"support\": 263, \"avg_response\": 6.8604562737642585}, {\"volatile acidity\": \"0.24\", \"support\": 253, \"avg_response\": 6.858102766798418}, {\"volatile acidity\": \"0.26\", \"support\": 240, \"avg_response\": 6.822500000000001}, {\"volatile acidity\": \"0.25\", \"support\": 231, \"avg_response\": 6.895238095238095}, {\"volatile acidity\": \"0.22\", \"support\": 229, \"avg_response\": 6.835807860262009}, {\"volatile acidity\": \"0.27\", \"support\": 218, \"avg_response\": 6.945412844036697}, {\"volatile acidity\": \"0.23\", \"support\": 216, \"avg_response\": 7.014351851851852}, {\"volatile acidity\": \"0.2\", \"support\": 214, \"avg_response\": 7.057943925233645}, {\"volatile acidity\": \"0.3\", \"support\": 198, \"avg_response\": 6.8813131313131315}, {\"volatile acidity\": \"0.21\", \"support\": 191, \"avg_response\": 6.864397905759162}, {\"volatile acidity\": \"0.32\", \"support\": 182, \"avg_response\": 6.741758241758242}, {\"volatile acidity\": \"0.18\", \"support\": 177, \"avg_response\": 6.967231638418079}, {\"volatile acidity\": \"0.19\", \"support\": 170, \"avg_response\": 6.9541176470588235}, {\"volatile acidity\": \"0.29\", \"support\": 160, \"avg_response\": 6.782500000000001}, {\"volatile acidity\": \"0.31\", \"support\": 148, \"avg_response\": 6.897297297297297}, {\"volatile acidity\": \"0.16\", \"support\": 141, \"avg_response\": 6.956737588652482}, {\"volatile acidity\": \"0.17\", \"support\": 140, \"avg_response\": 6.902857142857143}, {\"volatile acidity\": \"0.34\", \"support\": 135, \"avg_response\": 6.908148148148149}, {\"volatile acidity\": \"0.33\", \"support\": 134, \"avg_response\": 6.7164179104477615}, {\"volatile acidity\": \"0.36\", \"support\": 104, \"avg_response\": 6.763461538461538}, {\"volatile acidity\": \"0.15\", \"support\": 88, \"avg_response\": 6.759090909090909}, {\"volatile acidity\": \"0.35\", \"support\": 86, \"avg_response\": 6.734883720930233}, {\"volatile acidity\": \"0.37\", \"support\": 65, \"avg_response\": 6.815384615384615}, {\"volatile acidity\": \"0.38\", \"support\": 63, \"avg_response\": 6.852380952380952}, {\"volatile acidity\": \"0.39\", \"support\": 61, \"avg_response\": 6.926229508196721}, {\"volatile acidity\": \"0.4\", \"support\": 59, \"avg_response\": 6.972881355932203}, {\"volatile acidity\": \"0.14\", \"support\": 56, \"avg_response\": 6.965178571428572}, {\"volatile acidity\": \"0.41\", \"support\": 54, \"avg_response\": 6.596296296296296}, {\"volatile acidity\": \"0.44\", \"support\": 46, \"avg_response\": 6.893478260869566}, {\"volatile acidity\": \"0.13\", \"support\": 44, \"avg_response\": 6.804545454545454}, {\"volatile acidity\": \"0.42\", \"support\": 36, \"avg_response\": 7.188888888888889}, {\"volatile acidity\": \"0.43\", \"support\": 35, \"avg_response\": 6.968571428571429}, {\"volatile acidity\": \"0.12\", \"support\": 34, \"avg_response\": 6.626470588235295}, {\"volatile acidity\": \"0.46\", \"support\": 30, \"avg_response\": 6.633333333333334}, {\"volatile acidity\": \"0.45\", \"support\": 25, \"avg_response\": 6.843999999999999}, {\"volatile acidity\": \"0.48\", \"support\": 17, \"avg_response\": 6.958823529411765}, {\"volatile acidity\": \"0.47\", \"support\": 15, \"avg_response\": 6.680000000000001}, {\"volatile acidity\": \"0.49\", \"support\": 14, \"avg_response\": 7.557142857142857}, {\"volatile acidity\": \"0.55\", \"support\": 14, \"avg_response\": 7.178571428571429}, {\"volatile acidity\": \"0.5\", \"support\": 14, \"avg_response\": 6.5928571428571425}, {\"volatile acidity\": \"0.11\", \"support\": 13, \"avg_response\": 6.746153846153846}, {\"volatile acidity\": \"0.51\", \"support\": 10, \"avg_response\": 7.17}, {\"volatile acidity\": \"0.52\", \"support\": 10, \"avg_response\": 6.81}, {\"volatile acidity\": \"0.54\", \"support\": 10, \"avg_response\": 6.42}, {\"volatile acidity\": \"0.255\", \"support\": 10, \"avg_response\": 6.01}, {\"volatile acidity\": \"0.56\", \"support\": 9, \"avg_response\": 7.044444444444444}, {\"volatile acidity\": \"0.345\", \"support\": 9, \"avg_response\": 6.777777777777778}, {\"volatile acidity\": \"0.53\", \"support\": 8, \"avg_response\": 6.45}, {\"volatile acidity\": \"0.64\", \"support\": 7, \"avg_response\": 7.014285714285714}, {\"volatile acidity\": \"0.61\", \"support\": 7, \"avg_response\": 6.985714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86b51e5c4e2c6e918b8652d7e32326699dec01c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.409773+00:00", + "ended_at": "2026-05-04T08:19:07.419994+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8d5147a31de1112b", + "problem_id": "v2p_n3_0866652222a91652", + "dataset_id": "n3", + "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=fixed acidity, key_col=volatile acidity.", + "bindings": { + "key_col": "volatile acidity", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_8d5147a31de1112b.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_c/n3/artifacts/v2q_n3_8d5147a31de1112b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8d5147a31de1112b/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_c/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8e9a9ec429fc72cf6041b960294901c1d2dcad6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6.8", "support": 308, "support_share": 0.06288280930992242, "cumulative_support": 308}, {"value_label": "6.6", "support": 290, "support_share": 0.05920783993466721, "cumulative_support": 598}, {"value_label": "6.4", "support": 280, "support_share": 0.05716619028174765, "cumulative_support": 878}, {"value_label": "6.9", "support": 241, "support_share": 0.04920375663536137, "cumulative_support": 1119}, {"value_label": "6.7", "support": 236, "support_share": 0.04818293180890159, "cumulative_support": 1355}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a0c9f1d8aa61dd3dacbf1674ef5d145c9832850 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8df91c80964443c1 +-- problem_id: v2p_n3_a565e95f4ca2a7ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +), 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_c/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbb11becbf2748605063688994586b956dfc280f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/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_c\n-- sql_source_dataset_id: n3\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_n3_8df91c80964443c1\n-- problem_id: v2p_n3_a565e95f4ca2a7ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fixed acidity\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_8df91c80964443c1\\n-- problem_id: v2p_n3_a565e95f4ca2a7ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\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\": \"6.8\", \"support\": 308, \"support_share\": 0.06288280930992242, \"cumulative_support\": 308}, {\"value_label\": \"6.6\", \"support\": 290, \"support_share\": 0.05920783993466721, \"cumulative_support\": 598}, {\"value_label\": \"6.4\", \"support\": 280, \"support_share\": 0.05716619028174765, \"cumulative_support\": 878}, {\"value_label\": \"6.9\", \"support\": 241, \"support_share\": 0.04920375663536137, \"cumulative_support\": 1119}, {\"value_label\": \"6.7\", \"support\": 236, \"support_share\": 0.04818293180890159, \"cumulative_support\": 1355}, {\"value_label\": \"7\", \"support\": 232, \"support_share\": 0.04736627194773377, \"cumulative_support\": 1587}, {\"value_label\": \"6.5\", \"support\": 225, \"support_share\": 0.045937117190690074, \"cumulative_support\": 1812}, {\"value_label\": \"7.2\", \"support\": 206, \"support_share\": 0.042057982850142915, \"cumulative_support\": 2018}, {\"value_label\": \"7.1\", \"support\": 200, \"support_share\": 0.04083299305839118, \"cumulative_support\": 2218}, {\"value_label\": \"7.4\", \"support\": 194, \"support_share\": 0.03960800326663944, \"cumulative_support\": 2412}, {\"value_label\": \"6.2\", \"support\": 192, \"support_share\": 0.039199673336055535, \"cumulative_support\": 2604}, {\"value_label\": \"6.3\", \"support\": 188, \"support_share\": 0.038383013474887706, \"cumulative_support\": 2792}, {\"value_label\": \"6\", \"support\": 184, \"support_share\": 0.037566353613719884, \"cumulative_support\": 2976}, {\"value_label\": \"7.3\", \"support\": 178, \"support_share\": 0.03634136382196815, \"cumulative_support\": 3154}, {\"value_label\": \"6.1\", \"support\": 155, \"support_share\": 0.03164556962025317, \"cumulative_support\": 3309}, {\"value_label\": \"7.6\", \"support\": 153, \"support_share\": 0.031237239689669252, \"cumulative_support\": 3462}, {\"value_label\": \"7.5\", \"support\": 123, \"support_share\": 0.025112290730910574, \"cumulative_support\": 3585}, {\"value_label\": \"5.8\", \"support\": 121, \"support_share\": 0.024703960800326663, \"cumulative_support\": 3706}, {\"value_label\": \"5.9\", \"support\": 103, \"support_share\": 0.021028991425071458, \"cumulative_support\": 3809}, {\"value_label\": \"7.7\", \"support\": 93, \"support_share\": 0.0189873417721519, \"cumulative_support\": 3902}, {\"value_label\": \"7.8\", \"support\": 93, \"support_share\": 0.0189873417721519, \"cumulative_support\": 3995}, {\"value_label\": \"5.7\", \"support\": 88, \"support_share\": 0.01796651694569212, \"cumulative_support\": 4083}, {\"value_label\": \"8\", \"support\": 80, \"support_share\": 0.016333197223356473, \"cumulative_support\": 4163}, {\"value_label\": \"7.9\", \"support\": 74, \"support_share\": 0.015108207431604737, \"cumulative_support\": 4237}, {\"value_label\": \"5.6\", \"support\": 71, \"support_share\": 0.014495712535728868, \"cumulative_support\": 4308}, {\"value_label\": \"8.1\", \"support\": 56, \"support_share\": 0.011433238056349531, \"cumulative_support\": 4364}, {\"value_label\": \"8.2\", \"support\": 56, \"support_share\": 0.011433238056349531, \"cumulative_support\": 4420}, {\"value_label\": \"8.3\", \"support\": 52, \"support_share\": 0.010616578195181707, \"cumulative_support\": 4472}, {\"value_label\": \"8.4\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"cumulative_support\": 4507}, {\"value_label\": \"8.5\", \"support\": 32, \"support_share\": 0.006533278889342589, \"cumulative_support\": 4539}, {\"value_label\": \"5.5\", \"support\": 31, \"support_share\": 0.006329113924050633, \"cumulative_support\": 4570}, {\"value_label\": \"5.2\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4598}, {\"value_label\": \"5.4\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"cumulative_support\": 4626}, {\"value_label\": \"5.3\", \"support\": 27, \"support_share\": 0.005512454062882809, \"cumulative_support\": 4653}, {\"value_label\": \"8.6\", \"support\": 25, \"support_share\": 0.005104124132298897, \"cumulative_support\": 4678}, {\"value_label\": \"5\", \"support\": 24, \"support_share\": 0.004899959167006942, \"cumulative_support\": 4702}, {\"value_label\": \"5.1\", \"support\": 23, \"support_share\": 0.0046957942017149855, \"cumulative_support\": 4725}, {\"value_label\": \"9.2\", \"support\": 21, \"support_share\": 0.004287464271131074, \"cumulative_support\": 4746}, {\"value_label\": \"8.8\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"cumulative_support\": 4764}, {\"value_label\": \"9\", \"support\": 17, \"support_share\": 0.0034708044099632505, \"cumulative_support\": 4781}, {\"value_label\": \"8.9\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"cumulative_support\": 4797}, {\"value_label\": \"8.7\", \"support\": 15, \"support_share\": 0.0030624744793793387, \"cumulative_support\": 4812}, {\"value_label\": \"9.4\", \"support\": 11, \"support_share\": 0.002245814618211515, \"cumulative_support\": 4823}, {\"value_label\": \"4.8\", \"support\": 9, \"support_share\": 0.0018374846876276032, \"cumulative_support\": 4832}, {\"value_label\": \"9.8\", \"support\": 8, \"support_share\": 0.0016333197223356473, \"cumulative_support\": 4840}, {\"value_label\": \"4.9\", \"support\": 7, \"support_share\": 0.0014291547570436914, \"cumulative_support\": 4847}, {\"value_label\": \"9.1\", \"support\": 6, \"support_share\": 0.0012249897917517355, \"cumulative_support\": 4853}, {\"value_label\": \"4.7\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4858}, {\"value_label\": \"9.6\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4863}, {\"value_label\": \"9.7\", \"support\": 4, \"support_share\": 0.0008166598611678236, \"cumulative_support\": 4867}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2005c7214f0f549f598eea152815ff5757ee607 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.319770+00:00", + "ended_at": "2026-05-04T08:19:07.326756+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_8df91c80964443c1", + "problem_id": "v2p_n3_a565e95f4ca2a7ef", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity" + }, + "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_c\\n3\\sql\\v2q_n3_8df91c80964443c1.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_c/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_8df91c80964443c1/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_c/n3/artifacts/v2q_n3_9014c686ac36a305/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa63b709b9b2eae25fb9241c9cd3648cbc6d601 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 0.27686746987951805}, {"sulphates": "0.46", "support": 225, "avg_response": 0.2758888888888889}, {"sulphates": "0.44", "support": 216, "avg_response": 0.2725}, {"sulphates": "0.38", "support": 214, "avg_response": 0.29000000000000004}, {"sulphates": "0.42", "support": 181, "avg_response": 0.2688121546961326}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c86de2c13c4df5e0ba8fbfd98c98d807cb319c9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9014c686ac36a305 +-- problem_id: v2p_n3_d3b254de574df49e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbed924edbda80f48cfc570f91638535b1d8bdcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/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_c\n-- sql_source_dataset_id: n3\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_n3_9014c686ac36a305\n-- problem_id: v2p_n3_d3b254de574df49e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_9014c686ac36a305\\n-- problem_id: v2p_n3_d3b254de574df49e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 0.27686746987951805}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 0.2758888888888889}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 0.2725}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 0.29000000000000004}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 0.2688121546961326}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 0.28740223463687153}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 0.27185393258426965}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 0.28718023255813957}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 0.2835119047619048}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 0.2711077844311377}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 0.27909638554216865}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 0.2723913043478261}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 0.2718269230769231}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 0.27182119205298017}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 0.3008214285714286}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 0.2619064748201439}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 0.28644444444444445}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 0.25511627906976747}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 0.280125}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 0.2849074074074074}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 0.26}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 0.2862626262626263}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 0.2718041237113402}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 0.30170454545454545}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 0.2898823529411765}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 0.29964285714285716}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 0.3151807228915663}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 0.2889705882352941}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 0.2694029850746269}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 0.28355932203389833}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 0.2914814814814815}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 0.2997916666666667}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 0.2743333333333334}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 0.24102272727272728}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 0.2508333333333333}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 0.2937142857142857}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 0.26342857142857146}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 0.23787878787878786}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 0.2796774193548387}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 0.27116666666666667}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 0.295}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 0.24222222222222223}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 0.22863636363636364}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 0.2531578947368421}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 0.22342105263157896}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 0.21947368421052632}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 0.2997222222222222}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 0.36}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 0.2759375}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 0.26625}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ca3950fa8df43e555fb05a8525fb061c08a9e1eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.739427+00:00", + "ended_at": "2026-05-04T08:19:07.746322+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9014c686ac36a305", + "problem_id": "v2p_n3_d3b254de574df49e", + "dataset_id": "n3", + "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=volatile acidity, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_9014c686ac36a305.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_c/n3/artifacts/v2q_n3_9014c686ac36a305/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9014c686ac36a305/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_c/n3/artifacts/v2q_n3_909284dd637020cf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78f3cd14fb45ba22c82136dc00c510861cda864e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"density": "0.992", "support": 64, "avg_response": 2.559375}, {"density": "0.9928", "support": 61, "avg_response": 3.2049180327868854}, {"density": "0.9932", "support": 53, "avg_response": 2.688679245283019}, {"density": "0.993", "support": 52, "avg_response": 2.848076923076923}, {"density": "0.9934", "support": 50, "avg_response": 2.596}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59be6d927a49e55e334ea6e2a94c9af407ce51dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_909284dd637020cf +-- problem_id: v2p_n3_01d02d56d2f78392 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20797a973dde95dd7e94a920fe084a55f2fd8532 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/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_c\n-- sql_source_dataset_id: n3\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_n3_909284dd637020cf\n-- problem_id: v2p_n3_01d02d56d2f78392\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_909284dd637020cf\\n-- problem_id: v2p_n3_01d02d56d2f78392\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 2.559375}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 3.2049180327868854}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 2.688679245283019}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 2.848076923076923}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 2.596}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 3.810204081632653}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 2.6074468085106384}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 4.535869565217391}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 5.140000000000001}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 7.597727272727273}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 2.5727272727272728}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 14.052380952380954}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 6.960975609756097}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 7.325}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 2.55875}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 2.3076923076923075}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 4.6000000000000005}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 6.7}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 4.124324324324324}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 8.519444444444444}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 12.574285714285715}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 4.331428571428571}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 12.063235294117646}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 3.0661764705882355}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 2.7955882352941175}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 1.9014705882352942}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 11.47121212121212}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 2.368181818181818}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 6.8}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 4.3609375}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 2.26875}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 2.240625}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 9.416129032258064}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 7.758333333333334}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 13.525862068965518}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 13.301785714285714}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 11.157142857142857}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 5.010714285714286}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 2.9696428571428575}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 2.080357142857143}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 3.1555555555555554}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 6.24}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 6.08}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 4.512}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 2.38}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 2.244}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 13.825000000000001}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 12.556521739130435}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 8.004347826086956}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 2.5652173913043477}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..960139df96bc425f33c1936b276b7438eaec3185 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.679910+00:00", + "ended_at": "2026-05-04T08:19:07.688760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_909284dd637020cf", + "problem_id": "v2p_n3_01d02d56d2f78392", + "dataset_id": "n3", + "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=residual sugar, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_909284dd637020cf.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_c/n3/artifacts/v2q_n3_909284dd637020cf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_909284dd637020cf/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_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bf5a1012464ff80ad2558260dfe495e74005ce4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7576, "bytes_utf8": 7576, "lines": 238, "estimated_tokens": 2172}} +{"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": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 19840, "output_tokens": 98}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f1dc64cf476e9db59b3159fc5ded86a9c79ef4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_90dd74eca8e1cdfd", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 19840, + "output_tokens": 98, + "total_tokens": 22361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11389.39, + "sql_execution_elapsed_ms_total": 2.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_90dd74eca8e1cdfd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c5c5e6ae0b1ad4a8e08fc1d043972f27d5188c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/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": "2026-05-04T07:37:33.022350+00:00", + "ended_at": "2026-05-04T07:37:44.412014+00:00", + "elapsed_ms": 11389.39, + "prompt_metrics": { + "chars": 7576, + "bytes_utf8": 7576, + "lines": 238, + "estimated_tokens": 2172 + }, + "stdout_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 4, + "estimated_tokens": 175 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13171 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22263, + "cached_input_tokens": 19840, + "output_tokens": 98 + } + }, + "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_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31ebc4fdc19f892092119a3e1785b9009095d641 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "quality", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31d2b213492d0a7e287a6deee01ab233a9be99e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-c2e1-7e11-9a7b-ef3a42ec315b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22263,"cached_input_tokens":19840,"output_tokens":98}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4930edda9918d7d127cef75b909f28050286a6a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbbb6b957d3ef940e28486d67d1c010647b7b638 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:33.205254Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:35.726268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:43.559635Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2845137258b1b37fc0ede89a5f3d3782dfedea99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/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=quality. +Result preview: [{"quality": "6", "row_count": 2198}, {"quality": "5", "row_count": 1457}, {"quality": "7", "row_count": 880}, {"quality": "8", "row_count": 175}, {"quality": "4", "row_count": 163}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed2bdf73e340c566b88fb3662ab7c8175294d014 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_90dd74eca8e1cdfd +-- problem_id: v2p_n3_66de8799b9fa4c53 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5ef7bfcefeaf26786fdcda9656534b0e4e444fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/query_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 \"quality\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"quality\", \"row_count\"], \"rows\": [{\"quality\": \"6\", \"row_count\": 2198}, {\"quality\": \"5\", \"row_count\": 1457}, {\"quality\": \"7\", \"row_count\": 880}, {\"quality\": \"8\", \"row_count\": 175}, {\"quality\": \"4\", \"row_count\": 163}, {\"quality\": \"3\", \"row_count\": 20}, {\"quality\": \"9\", \"row_count\": 5}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a403be65eb3af37d53944ed266fdc1f9a38a3c59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:37:33.020168+00:00", + "ended_at": "2026-05-04T07:37:44.438896+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_90dd74eca8e1cdfd", + "problem_id": "v2p_n3_66de8799b9fa4c53", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_90dd74eca8e1cdfd.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_90dd74eca8e1cdfd", + "api_calls": 0, + "input_tokens": 22263, + "cached_input_tokens": 19840, + "output_tokens": 98, + "total_tokens": 22361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2172, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2243, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11389.39, + "sql_execution_elapsed_ms_total": 2.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_90dd74eca8e1cdfd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28f6ced70316281d2ab968128b08088794253924 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_90dd74eca8e1cdfd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:44.428910+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11389.39, "started_at": "2026-05-04T07:37:33.022350+00:00", "ended_at": "2026-05-04T07:37:44.412014+00:00", "prompt_metrics": {"chars": 7576, "bytes_utf8": 7576, "lines": 238, "estimated_tokens": 2172}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22263, "cached_input_tokens": 19840, "output_tokens": 98}, "stderr_preview": "2026-05-04T07:37:33.205254Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:35.726268Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e523815e931d61d0796e67108053d38273cb4fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\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_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db603fdb89bf4b76722210a2b39a9b90f566c832 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-b14c-7482-8332-f201d76f4f41"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions and the ceiling rank per group to approximate the 95th percentile for \\\"free sulfur dioxide\\\" within each \\\"fixed acidity\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":21888,"output_tokens":342}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41a1f5c8d1fae546c33fa6d6bfbd508c3db81f90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"fixed acidity\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions and the ceiling rank per group to approximate the 95th percentile for \"free sulfur dioxide\" within each \"fixed acidity\" group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff5bf345622ffdc4af7ca2628469826f1c5e91f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-ec65-7f70-a47a-ff034ba3186c"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\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 \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible ceiling logic using CAST(...) plus a CASE expression, preserving the intended 95th-percentile rank selection per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22610,"cached_input_tokens":21888,"output_tokens":521}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8269969b8519775b1530cbc601d2286848ae30aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"fixed acidity\",\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 \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible ceiling logic using CAST(...) plus a CASE expression, preserving the intended 95th-percentile rank selection per group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5813e3cf9027d91f5ee9a9ac4d703a3187e1b572 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:36.989625Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:39.399451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:51.096080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..19db27149ca86694a453766b4a49175c31f51c52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:52.080374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:54.438087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:09.505576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d3061a4d3275ea58bf58d2fb0982571e956370c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/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=fixed acidity, measure_col=free sulfur dioxide. +Result preview: [{"fixed acidity": "9.4", "percentile_measure": 124.0}, {"fixed acidity": "4.2", "percentile_measure": 93.0}, {"fixed acidity": "4.5", "percentile_measure": 89.0}, {"fixed acidity": "9.6", "percentile_measure": 77.5}, {"fixed acidity": "8.5", "percentile_measure": 73.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad8a23996828d506c7140f80ad7757ed73d9a23e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_92ccd7adcd835fcb +-- problem_id: v2p_n3_ba5bd76a91d2726f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("free sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"target_rank" AS ( + SELECT + "fixed acidity", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2fa0e2a71ac6c0132b9f2a314ed22a366412a3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/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 \"fixed acidity\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"free sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"fixed acidity\",\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 \"fixed acidity\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"free sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\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 \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"9.4\", \"percentile_measure\": 124.0}, {\"fixed acidity\": \"4.2\", \"percentile_measure\": 93.0}, {\"fixed acidity\": \"4.5\", \"percentile_measure\": 89.0}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 77.5}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 73.0}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 70.0}, {\"fixed acidity\": \"4.7\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 69.0}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 68.0}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 68.0}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 67.0}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 65.0}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 65.0}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 64.0}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 64.0}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 64.0}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 63.0}, {\"fixed acidity\": \"6\", \"percentile_measure\": 63.0}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 63.0}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 63.0}, {\"fixed acidity\": \"8\", \"percentile_measure\": 63.0}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 62.0}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 62.0}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 62.0}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 62.0}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 61.0}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 60.0}, {\"fixed acidity\": \"7\", \"percentile_measure\": 60.0}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 60.0}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 60.0}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 59.0}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 59.0}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 59.0}, {\"fixed acidity\": \"5\", \"percentile_measure\": 58.0}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 58.0}, {\"fixed acidity\": \"7.15\", \"percentile_measure\": 56.0}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 55.0}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 53.0}, {\"fixed acidity\": \"4.4\", \"percentile_measure\": 52.0}, {\"fixed acidity\": \"9\", \"percentile_measure\": 52.0}, {\"fixed acidity\": \"6.45\", \"percentile_measure\": 51.0}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 50.5}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 50.0}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 49.0}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 47.0}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 47.0}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 47.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c749c4a303df2849fdea606a2918fdb04e8cc81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:14:36.739750+00:00", + "ended_at": "2026-05-04T08:15:10.419489+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_92ccd7adcd835fcb", + "problem_id": "v2p_n3_ba5bd76a91d2726f", + "dataset_id": "n3", + "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=fixed acidity, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "free sulfur dioxide", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_92ccd7adcd835fcb.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_92ccd7adcd835fcb", + "api_calls": 0, + "input_tokens": 44942, + "cached_input_tokens": 43776, + "output_tokens": 863, + "total_tokens": 45805, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4760, + "estimated_output_tokens": 607, + "estimated_total_tokens": 5367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33603.37, + "sql_execution_elapsed_ms_total": 17.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_92ccd7adcd835fcb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..850323117dec472ee41ac74d3d29902aeab3534a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:14:51.839521+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15071.48, "started_at": "2026-05-04T08:14:36.742065+00:00", "ended_at": "2026-05-04T08:14:51.811728+00:00", "prompt_metrics": {"chars": 7879, "bytes_utf8": 7879, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 1059, "bytes_utf8": 1059, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 22332, "cached_input_tokens": 21888, "output_tokens": 342}, "stderr_preview": "2026-05-04T08:14:36.989625Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:39.399451Z 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 \\\"fixed acidity\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible c"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70aee759d300bb45be1913d7a809eddaafebc2b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_92ccd7adcd835fcb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_92ccd7adcd835fcb", + "api_calls": 0, + "input_tokens": 44942, + "cached_input_tokens": 43776, + "output_tokens": 863, + "total_tokens": 45805, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4760, + "estimated_output_tokens": 607, + 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"cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7579, "bytes_utf8": 7579, "lines": 238, "estimated_tokens": 2177}} +{"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": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22268, "cached_input_tokens": 19840, "output_tokens": 96}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4080318fef7a43393abd5c9fcc48d98e3fb728c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_96ffe68ca39338df", + "api_calls": 0, + "input_tokens": 22268, + "cached_input_tokens": 19840, + "output_tokens": 96, + "total_tokens": 22364, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2177, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2257, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10506.98, + "sql_execution_elapsed_ms_total": 3.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_96ffe68ca39338df\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a210ce2e186d1afe6a868ebb18a35704c6768d0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/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": "2026-05-04T07:37:22.476664+00:00", + "ended_at": "2026-05-04T07:37:32.981562+00:00", + "elapsed_ms": 10506.98, + "prompt_metrics": { + "chars": 7579, + "bytes_utf8": 7579, + "lines": 238, + "estimated_tokens": 2177 + }, + "stdout_metrics": { + "chars": 608, + "bytes_utf8": 608, + "lines": 4, + "estimated_tokens": 182 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 289, + "bytes_utf8": 289, + "lines": 1, + "estimated_tokens": 80 + }, + "usage": { + "input_tokens": 22268, + "cached_input_tokens": 19840, + "output_tokens": 96 + } + }, + "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_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1266ab02d8a2865dba6168860a982f8a884ceeb2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sulphates", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2c6860855fc799892168819d3f048fbbfa08657 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-99b4-7663-9ed9-0c3e338846bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"sulphates\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22268,"cached_input_tokens":19840,"output_tokens":96}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9fb02d40440df2f176f36ed85dc690fb1bd6b0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"sulphates\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b5d2a6664b8f3700aca126cf066ed17f233c0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:22.679996Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:25.009483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:32.176204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2bb58b50415acc6f5dec82e34b7ac66805dcfb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/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=sulphates. +Result preview: [{"sulphates": "0.5", "row_count": 249}, {"sulphates": "0.46", "row_count": 225}, {"sulphates": "0.44", "row_count": 216}, {"sulphates": "0.38", "row_count": 214}, {"sulphates": "0.42", "row_count": 181}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86ce38e9eb4f0384b23035900066c2546209bf43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_96ffe68ca39338df +-- problem_id: v2p_n3_232f8ada54119ca9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a742fccee596feab3a4296dcac4bac6174ea450a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/query_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 \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"sulphates\", \"row_count\"], \"rows\": [{\"sulphates\": \"0.5\", \"row_count\": 249}, {\"sulphates\": \"0.46\", \"row_count\": 225}, {\"sulphates\": \"0.44\", \"row_count\": 216}, {\"sulphates\": \"0.38\", \"row_count\": 214}, {\"sulphates\": \"0.42\", \"row_count\": 181}, {\"sulphates\": \"0.48\", \"row_count\": 179}, {\"sulphates\": \"0.45\", \"row_count\": 178}, {\"sulphates\": \"0.47\", \"row_count\": 172}, {\"sulphates\": \"0.4\", \"row_count\": 168}, {\"sulphates\": \"0.54\", \"row_count\": 167}, {\"sulphates\": \"0.49\", \"row_count\": 166}, {\"sulphates\": \"0.43\", \"row_count\": 161}, {\"sulphates\": \"0.52\", \"row_count\": 156}, {\"sulphates\": \"0.39\", \"row_count\": 151}, {\"sulphates\": \"0.51\", \"row_count\": 140}, {\"sulphates\": \"0.41\", \"row_count\": 139}, {\"sulphates\": \"0.53\", \"row_count\": 135}, {\"sulphates\": \"0.37\", \"row_count\": 129}, {\"sulphates\": \"0.36\", \"row_count\": 120}, {\"sulphates\": \"0.56\", \"row_count\": 108}, {\"sulphates\": \"0.55\", \"row_count\": 102}, {\"sulphates\": \"0.58\", \"row_count\": 99}, {\"sulphates\": \"0.59\", \"row_count\": 97}, {\"sulphates\": \"0.6\", \"row_count\": 88}, {\"sulphates\": \"0.35\", \"row_count\": 85}, {\"sulphates\": \"0.34\", \"row_count\": 84}, {\"sulphates\": \"0.57\", \"row_count\": 83}, {\"sulphates\": \"0.62\", \"row_count\": 68}, {\"sulphates\": \"0.64\", \"row_count\": 67}, {\"sulphates\": \"0.33\", \"row_count\": 59}, {\"sulphates\": \"0.32\", \"row_count\": 54}, {\"sulphates\": \"0.63\", \"row_count\": 48}, {\"sulphates\": \"0.61\", \"row_count\": 45}, {\"sulphates\": \"0.68\", \"row_count\": 44}, {\"sulphates\": \"0.66\", \"row_count\": 36}, {\"sulphates\": \"0.67\", \"row_count\": 35}, {\"sulphates\": \"0.31\", \"row_count\": 35}, {\"sulphates\": \"0.72\", \"row_count\": 33}, {\"sulphates\": \"0.3\", \"row_count\": 31}, {\"sulphates\": \"0.69\", \"row_count\": 30}, {\"sulphates\": \"0.65\", \"row_count\": 28}, {\"sulphates\": \"0.7\", \"row_count\": 27}, {\"sulphates\": \"0.75\", \"row_count\": 22}, {\"sulphates\": \"0.78\", \"row_count\": 19}, {\"sulphates\": \"0.76\", \"row_count\": 19}, {\"sulphates\": \"0.74\", \"row_count\": 19}, {\"sulphates\": \"0.71\", \"row_count\": 18}, {\"sulphates\": \"0.79\", \"row_count\": 16}, {\"sulphates\": \"0.77\", \"row_count\": 16}, {\"sulphates\": \"0.29\", \"row_count\": 16}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfba72a63531a3b0dead843dc066cd50fc2aac05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:37:22.473842+00:00", + "ended_at": "2026-05-04T07:37:33.017627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_96ffe68ca39338df", + "problem_id": "v2p_n3_232f8ada54119ca9", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_96ffe68ca39338df.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_96ffe68ca39338df", + "api_calls": 0, + "input_tokens": 22268, + "cached_input_tokens": 19840, + "output_tokens": 96, + "total_tokens": 22364, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2177, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2257, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10506.98, + "sql_execution_elapsed_ms_total": 3.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_96ffe68ca39338df\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3767da79e3f064b7e5c1827b657069c371cdf717 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_96ffe68ca39338df/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:33.000588+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10506.98, "started_at": "2026-05-04T07:37:22.476664+00:00", "ended_at": "2026-05-04T07:37:32.981562+00:00", "prompt_metrics": {"chars": 7579, "bytes_utf8": 7579, "lines": 238, "estimated_tokens": 2177}, "response_metrics": {"chars": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22268, "cached_input_tokens": 19840, "output_tokens": 96}, "stderr_preview": "2026-05-04T07:37:22.679996Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:25.009483Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "alcohol", + "predicate_op": ">=", + "predicate_value": 11.4, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26d49f359459f07a11f7878d27878afa045e845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-5a1e-7823-b30e-54a36d0278ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"alcohol\\\" AS REAL) >= 11.4\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col bound to \\\"fixed acidity\\\" and predicate_col bound to \\\"alcohol\\\". Cast \\\"alcohol\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22342,"cached_input_tokens":20864,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c94059dd6578937fb5d3b2fc888d6903f86deb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"alcohol\" AS REAL) >= 11.4\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 18;","notes":"Applied the provided Filtered Top-k Group Count template with group_col bound to \"fixed acidity\" and predicate_col bound to \"alcohol\". Cast \"alcohol\" 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_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21f237962a88e6989cf5ae950f6412243e21c4b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:28.529773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:30.846504Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:38.590031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..170d7af4a300fd41ff4a106012c73008516b2457 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/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=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "support": 72}, {"fixed acidity": "6.5", "support": 71}, {"fixed acidity": "6.6", "support": 68}, {"fixed acidity": "7.1", "support": 65}, {"fixed acidity": "6.9", "support": 64}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee1b4c534ba13b9b0926f19a842c185fd3bb5b6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9710a59fcbc3be7e +-- problem_id: v2p_n3_8583496304b9027d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("alcohol" AS REAL) >= 11.4 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1e9674db3997608b4598a1bc4301ba7192e5bd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/query_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 \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"alcohol\" AS REAL) >= 11.4\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"alcohol\\\" AS REAL) >= 11.4\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"fixed acidity\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 72}, {\"fixed acidity\": \"6.5\", \"support\": 71}, {\"fixed acidity\": \"6.6\", \"support\": 68}, {\"fixed acidity\": \"7.1\", \"support\": 65}, {\"fixed acidity\": \"6.9\", \"support\": 64}, {\"fixed acidity\": \"6.7\", \"support\": 64}, {\"fixed acidity\": \"7\", \"support\": 63}, {\"fixed acidity\": \"6\", \"support\": 54}, {\"fixed acidity\": \"5.8\", \"support\": 53}, {\"fixed acidity\": \"6.3\", \"support\": 49}, {\"fixed acidity\": \"6.2\", \"support\": 45}, {\"fixed acidity\": \"6.1\", \"support\": 44}, {\"fixed acidity\": \"6.4\", \"support\": 42}, {\"fixed acidity\": \"7.2\", \"support\": 41}, {\"fixed acidity\": \"5.9\", \"support\": 39}, {\"fixed acidity\": \"7.3\", \"support\": 34}, {\"fixed acidity\": \"7.6\", \"support\": 30}, {\"fixed acidity\": \"7.4\", \"support\": 28}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb424bec6bc2af25a1c013219995da6ac842399d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:41:28.315672+00:00", + "ended_at": "2026-05-04T07:41:39.320922+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9710a59fcbc3be7e", + "problem_id": "v2p_n3_8583496304b9027d", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "alcohol", + "predicate_op": ">=", + "predicate_value": 11.4, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_9710a59fcbc3be7e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9710a59fcbc3be7e", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 20864, + "output_tokens": 130, + "total_tokens": 22472, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.15, + "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_c\\n3\\artifacts\\v2q_n3_9710a59fcbc3be7e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7c4b7d2b182a3269583108c180ab25e69fbcd97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:39.304366+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10968.15, "started_at": "2026-05-04T07:41:28.318692+00:00", "ended_at": "2026-05-04T07:41:39.283557+00:00", "prompt_metrics": {"chars": 7867, "bytes_utf8": 7867, "lines": 242, "estimated_tokens": 2253}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22342, "cached_input_tokens": 20864, "output_tokens": 130}, "stderr_preview": "2026-05-04T07:41:28.529773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:30.846504Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 11.4\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col bound to \\\"fixed acidity\\\" and predicate_col bound to \\\"alcohol\\\". Cast \\\"alcohol\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..112f32b2037956ee231cea4a6d72a4188206d90b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9710a59fcbc3be7e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9710a59fcbc3be7e", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 20864, + "output_tokens": 130, + "total_tokens": 22472, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2367, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.15, + "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_c\\n3\\artifacts\\v2q_n3_9710a59fcbc3be7e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc709599713f757f6e66d760d2f1eae4fdb6205a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7855, "bytes_utf8": 7855, "lines": 240, "estimated_tokens": 2239}} +{"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": 1183, "bytes_utf8": 1183, "lines": 1, "estimated_tokens": 354}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 400}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d35c905d60eb9a1004f041838cc3aefdef12dcdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_979a65226e93861c", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 400, + "total_tokens": 22730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 354, + "estimated_total_tokens": 2593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16491.14, + "sql_execution_elapsed_ms_total": 24.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_979a65226e93861c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..af5f0080cb325824781eb26d0c0c940b68c3fd03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/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": "2026-05-04T08:09:39.005795+00:00", + "ended_at": "2026-05-04T08:09:55.496883+00:00", + "elapsed_ms": 16491.14, + "prompt_metrics": { + "chars": 7855, + "bytes_utf8": 7855, + "lines": 240, + "estimated_tokens": 2239 + }, + "stdout_metrics": { + "chars": 1642, + "bytes_utf8": 1642, + "lines": 4, + "estimated_tokens": 545 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1183, + "bytes_utf8": 1183, + "lines": 1, + "estimated_tokens": 354 + }, + "usage": { + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 400 + } + }, + "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_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e368fcc156245dba18ada6fcce8794327adc50fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d2d9de9cedd3d6915deb83f47be3b026c87d39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-2638-7da3-8a6e-8e81b91e21c9"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"alcohol_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INT)\\n OR \\\"rn\\\" = CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INT) + 1\\n),\\n\\\"grouped_percentile\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n AVG(\\\"alcohol_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"percentile_points\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"grouped_percentile\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based interpolation surrogate for the 0.9 percentile on CAST(\\\"alcohol\\\" AS REAL), grouped by \\\"fixed acidity\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":400}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4adf4d6c6e83ba9d4101887ff71186b28730544 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"fixed acidity\",\n \"alcohol_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INT)\n OR \"rn\" = CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INT) + 1\n),\n\"grouped_percentile\" AS (\n SELECT\n \"fixed acidity\",\n AVG(\"alcohol_value\") AS \"percentile_measure\"\n FROM \"percentile_points\"\n GROUP BY \"fixed acidity\"\n)\nSELECT\n \"fixed acidity\",\n \"percentile_measure\"\nFROM \"grouped_percentile\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based interpolation surrogate for the 0.9 percentile on CAST(\"alcohol\" AS REAL), grouped by \"fixed acidity\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12e05467d052dc862828ed402c9f14dfda4be32a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:39.199926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:41.794871Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:54.728039Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a717dcdb6685cac89062556b1dfc62efcee18e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/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=fixed acidity, measure_col=alcohol. +Result preview: [{"fixed acidity": "4.7", "percentile_measure": 13.9}, {"fixed acidity": "5.4", "percentile_measure": 13.45}, {"fixed acidity": "5", "percentile_measure": 13.05}, {"fixed acidity": "4.4", "percentile_measure": 12.95}, {"fixed acidity": "5.6", "percentile_measure": 12.9}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d1b7e27d9973783cf75cd64d244bfe53a57076b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/generated_sql.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_979a65226e93861c +-- problem_id: v2p_n3_1906a63bc8af32b3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "fixed acidity", + "alcohol_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * ("cnt" - 1)) + 1) AS INT) + OR "rn" = CAST(((0.9 * ("cnt" - 1)) + 1) AS INT) + 1 +), +"grouped_percentile" AS ( + SELECT + "fixed acidity", + AVG("alcohol_value") AS "percentile_measure" + FROM "percentile_points" + GROUP BY "fixed acidity" +) +SELECT + "fixed acidity", + "percentile_measure" +FROM "grouped_percentile" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7869aa405f3d57f583700910eb27bfa5ee9f6cde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/query_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 \"fixed acidity\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"fixed acidity\",\n \"alcohol_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INT)\n OR \"rn\" = CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INT) + 1\n),\n\"grouped_percentile\" AS (\n SELECT\n \"fixed acidity\",\n AVG(\"alcohol_value\") AS \"percentile_measure\"\n FROM \"percentile_points\"\n GROUP BY \"fixed acidity\"\n)\nSELECT\n \"fixed acidity\",\n \"percentile_measure\"\nFROM \"grouped_percentile\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"alcohol_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INT)\\n OR \\\"rn\\\" = CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INT) + 1\\n),\\n\\\"grouped_percentile\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n AVG(\\\"alcohol_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"percentile_points\\\"\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"grouped_percentile\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"4.7\", \"percentile_measure\": 13.9}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 13.45}, {\"fixed acidity\": \"5\", \"percentile_measure\": 13.05}, {\"fixed acidity\": \"4.4\", \"percentile_measure\": 12.95}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 12.9}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 12.850000000000001}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 12.85}, {\"fixed acidity\": \"3.9\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 12.75}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 12.75}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"6\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"5.5\", \"percentile_measure\": 12.65}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 12.55}, {\"fixed acidity\": \"5.1\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"3.8\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"8\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 12.350000000000001}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 12.3}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 12.3}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 12.3}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 12.2}, {\"fixed acidity\": \"7\", \"percentile_measure\": 12.2}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 12.2}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 12.2}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 12.15}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 12.15}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 12.149999999999999}, {\"fixed acidity\": \"9\", \"percentile_measure\": 12.100000000000001}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 12.1}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"6.15\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 11.95}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 11.8}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 11.8}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 11.75}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 11.7}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 11.5}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 11.45}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 11.3}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68e552dc21ec4e5fedfa7a599148334e441d4a4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:09:39.003597+00:00", + "ended_at": "2026-05-04T08:09:55.552374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_979a65226e93861c", + "problem_id": "v2p_n3_1906a63bc8af32b3", + "dataset_id": "n3", + "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=fixed acidity, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_979a65226e93861c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_979a65226e93861c", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 400, + "total_tokens": 22730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 354, + "estimated_total_tokens": 2593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16491.14, + "sql_execution_elapsed_ms_total": 24.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_979a65226e93861c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19d8b18d74f8d2ab3364cbcd14e4aae3100212e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_979a65226e93861c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:55.516490+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16491.14, "started_at": "2026-05-04T08:09:39.005795+00:00", "ended_at": "2026-05-04T08:09:55.496883+00:00", "prompt_metrics": {"chars": 7855, "bytes_utf8": 7855, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 1183, "bytes_utf8": 1183, "lines": 1, "estimated_tokens": 354}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 400}, "stderr_preview": "2026-05-04T08:09:39.199926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:41.794871Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77cf67d49fc5bc10dd777fd19e82ec5171464b45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-3663-7ba2-a3db-96f68e92b7e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col and measure_col both bound to \\\"sulphates\\\". Casted the TEXT column to REAL for AVG in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22340,"cached_input_tokens":3456,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b522843f2cb3ccb821f55366392d5eddc514e1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Applied the provided Support-Guarded Group Average template with group_col and measure_col both bound to \"sulphates\". Casted the TEXT column to REAL for AVG in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b8663b35e629dbef47b81e076cb03abbe90a15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:41.544877Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:46.347944Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:54.693331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..812a0d431de545cf90448d0e013d24f8fa04282a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "0.27", "avg_measure": 0.27, "support": 13}, {"sulphates": "0.28", "avg_measure": 0.28, "support": 13}, {"sulphates": "0.29", "avg_measure": 0.29, "support": 16}, {"sulphates": "0.3", "avg_measure": 0.3, "support": 31}, {"sulphates": "0.31", "avg_measure": 0.31, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85350556adc6657d1943d704fc6911976a8f0a0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_9c41978d8431dabc +-- problem_id: v2p_n3_0522e20dcd74af52 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed141bae18ef98fd07fa9340ef4848480853555b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/query_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_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"sulphates\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 0.27, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 0.28, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 0.29, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.3, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 0.31, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 0.32, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 0.33, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 0.34, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.35, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 0.36, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 0.37, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.38000000000000006, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.39, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.4, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.41, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.42, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.43000000000000005, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.44, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.45000000000000007, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.46, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.4699999999999999, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.48, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.49000000000000005, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.5, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.51, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f66bb2a7fe44dabc77aaf4421af1281bd3a4ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:45:41.293196+00:00", + "ended_at": "2026-05-04T07:45:56.265305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9c41978d8431dabc", + "problem_id": "v2p_n3_0522e20dcd74af52", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_9c41978d8431dabc.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9c41978d8431dabc", + "api_calls": 0, + "input_tokens": 22340, + "cached_input_tokens": 3456, + "output_tokens": 134, + "total_tokens": 22474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2251, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14938.99, + "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_c\\n3\\artifacts\\v2q_n3_9c41978d8431dabc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1a034e5fafb491e093bf2c91c48bdb5cf76e60a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:56.254186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14938.99, "started_at": "2026-05-04T07:45:41.298290+00:00", "ended_at": "2026-05-04T07:45:56.237120+00:00", "prompt_metrics": {"chars": 7816, "bytes_utf8": 7816, "lines": 240, "estimated_tokens": 2251}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22340, "cached_input_tokens": 3456, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:45:41.544877Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:46.347944Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col and measure_col both bound to \\\"sulphates\\\". Casted the TEXT column to REAL for AVG in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b552ff387c0944b891b4b048e695d4823ebd1178 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9c41978d8431dabc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9c41978d8431dabc", + "api_calls": 0, + "input_tokens": 22340, + "cached_input_tokens": 3456, + "output_tokens": 134, + "total_tokens": 22474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2251, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14938.99, + "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_c\\n3\\artifacts\\v2q_n3_9c41978d8431dabc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fecc627effcb815b726c461901317b70995807bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7924, "bytes_utf8": 7924, "lines": 243, "estimated_tokens": 2260}} +{"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": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6afa17baf7c8c70b497f54081aa835a54f6420b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9cf404306fa1eeb3", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 22456, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2361, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10653.92, + "sql_execution_elapsed_ms_total": 4.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_9cf404306fa1eeb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36fd8a732752cb5accb9cba06321762f96a24133 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/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": "2026-05-04T07:56:30.420163+00:00", + "ended_at": "2026-05-04T07:56:41.074183+00:00", + "elapsed_ms": 10653.92, + "prompt_metrics": { + "chars": 7924, + "bytes_utf8": 7924, + "lines": 243, + "estimated_tokens": 2260 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 105 + } + }, + "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_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10ef012491ff857b58feaf7cf74ec23999c31fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbd45b1745de4175b77f8e02f2d6ca269a9cb96b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-1dc5-74d1-a284-ed705417dd40"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"fixed acidity\\\" and condition_col bound to \\\"quality\\\", using condition_value '5' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22351,"cached_input_tokens":20864,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..990f89168b4d73c03d3cf98f113759de6563ea22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"fixed acidity\" and condition_col bound to \"quality\", using condition_value '5' as provided."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ab8e459acd8e31bf6e1dbae4ad8521f45f7111d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:30.603609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:32.898553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:40.236965Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e81521363a09f038c375441ed652361afb3d39d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/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=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "6.15", "condition_rate": 1.0}, {"fixed acidity": "4.6", "condition_rate": 1.0}, {"fixed acidity": "4.5", "condition_rate": 1.0}, {"fixed acidity": "9.3", "condition_rate": 0.6666666666666666}, {"fixed acidity": "9.1", "condition_rate": 0.6666666666666666}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47da16d4e9d11e879fd1379f49ca3e72f46cca1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9cf404306fa1eeb3 +-- problem_id: v2p_n3_bc157d5f5e513bf3 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c4132298d1183016166c405e7dd025701efdca8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/query_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 \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"6.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.1\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"9.4\", \"condition_rate\": 0.6363636363636364}, {\"fixed acidity\": \"9.8\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.9\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.6}, {\"fixed acidity\": \"4.9\", \"condition_rate\": 0.5714285714285714}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"10.3\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"8.6\", \"condition_rate\": 0.44}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.42483660130718953}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.4146341463414634}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.40384615384615385}, {\"fixed acidity\": \"8.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.3870967741935484}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.375}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.35436893203883496}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.35294117647058826}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.34285714285714286}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.3413793103448276}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.3333333333333333}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.31443298969072164}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.3108108108108108}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.30194805194805197}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.2967741935483871}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.2946058091286307}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.2903225806451613}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.29}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.2838983050847458}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.2815533980582524}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.2777777777777778}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.2760416666666667}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.2644628099173554}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.2608695652173913}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.25}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.24888888888888888}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.23809523809523808}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.23404255319148937}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.2303370786516854}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.22727272727272727}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.22413793103448276}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.19718309859154928}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.19642857142857142}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.18518518518518517}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..117f5131ad50af4672733002030e4b193fc92226 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:56:30.417886+00:00", + "ended_at": "2026-05-04T07:56:41.107065+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9cf404306fa1eeb3", + "problem_id": "v2p_n3_bc157d5f5e513bf3", + "dataset_id": "n3", + "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=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_9cf404306fa1eeb3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9cf404306fa1eeb3", + "api_calls": 0, + "input_tokens": 22351, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 22456, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2260, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2361, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10653.92, + "sql_execution_elapsed_ms_total": 4.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_9cf404306fa1eeb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b28f7b0432d55ffc3989568ee997d0c29b39dc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9cf404306fa1eeb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:41.093534+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10653.92, "started_at": "2026-05-04T07:56:30.420163+00:00", "ended_at": "2026-05-04T07:56:41.074183+00:00", "prompt_metrics": {"chars": 7924, "bytes_utf8": 7924, "lines": 243, "estimated_tokens": 2260}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22351, "cached_input_tokens": 20864, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:56:30.603609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:32.898553Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2b48a7b2650d2871aa600b7e80088c03ca83632 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-ad87-75c2-a128-182ce6cb6eec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the required template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"total sulfur dioxide\\\". CAST to REAL is applied because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22338,"cached_input_tokens":20864,"output_tokens":303}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5142b7210026b3f5dc04db78f65e92b0e64bb408 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Used the required template with group_col bound to \"sulphates\" and measure_col bound to \"total sulfur dioxide\". 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_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e739ecd9a0418408064bdc585eb38b00246ebcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:00.983189Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:04.517814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:18.441036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8036d13f59e9ca452e0cc3ce9d203e8f8d72ce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "0.27", "avg_measure": 139.6153846153846, "support": 13}, {"sulphates": "0.28", "avg_measure": 105.6923076923077, "support": 13}, {"sulphates": "0.29", "avg_measure": 107.25, "support": 16}, {"sulphates": "0.3", "avg_measure": 133.61290322580646, "support": 31}, {"sulphates": "0.31", "avg_measure": 118.28571428571429, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ea64d6c11988eac5a3b9b4050e56a4e71e3f1cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_9d6a85eae24bf142 +-- problem_id: v2p_n3_380ec3560e4f7f47 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b04d63ca64ff15edaf8ffddacd8fa611bfce9d20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/query_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_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS \"avg_measure\", COUNT(*) AS \"support\"\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS \\\"avg_measure\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 139.6153846153846, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 105.6923076923077, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 107.25, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 133.61290322580646, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 118.28571428571429, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 109.53703703703704, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 117.72881355932203, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 120.35714285714286, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 123.71764705882353, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 116.8, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 125.15116279069767, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 128.69158878504672, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 120.29139072847683, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 129.10714285714286, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 139.07553956834533, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 134.35911602209944, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 142.87888198757764, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 141.86805555555554, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 138.27808988764045, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 143.07111111111112, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 142.07848837209303, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 144.2849162011173, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 149.16867469879517, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 149.57630522088354, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 145.57857142857142, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 143.94551282051282, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 146.0, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 138.94610778443115, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 144.69607843137254, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 147.2962962962963, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 151.65060240963857, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 142.14646464646464, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 143.62886597938143, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 148.03977272727272, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 150.0888888888889, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 143.11764705882354, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 143.23958333333334, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 151.01492537313433, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 123.82142857142857, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 142.83333333333334, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 147.82857142857142, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 137.54545454545453, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 137.46666666666667, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 146.33333333333334, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 153.27777777777777, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 142.16666666666666, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 121.33333333333333, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 132.26315789473685, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 149.9090909090909, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 144.52631578947367, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26c7b81a85cdce19e1ac2dfd6ff950126b2d9e0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:44:00.304317+00:00", + "ended_at": "2026-05-04T07:44:19.311130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9d6a85eae24bf142", + "problem_id": "v2p_n3_380ec3560e4f7f47", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_9d6a85eae24bf142.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9d6a85eae24bf142", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 303, + "total_tokens": 22641, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18584.04, + "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_c\\n3\\artifacts\\v2q_n3_9d6a85eae24bf142\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a2a055804627249d8fcfdb160de4512098266b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:19.277628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18584.04, "started_at": "2026-05-04T07:44:00.675246+00:00", "ended_at": "2026-05-04T07:44:19.259951+00:00", "prompt_metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 240, "estimated_tokens": 2249}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22338, "cached_input_tokens": 20864, "output_tokens": 303}, "stderr_preview": "2026-05-04T07:44:00.983189Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:04.517814Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the required template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"total sulfur dioxide\\\". CAST to REAL is applied because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bfcc451c05b411d0924abaf2cb1214f6d733da2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9d6a85eae24bf142/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9d6a85eae24bf142", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 303, + "total_tokens": 22641, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18584.04, + "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_c\\n3\\artifacts\\v2q_n3_9d6a85eae24bf142\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28c9214660ae9f38bb6c2866dba5b9191bf74f82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7780, "bytes_utf8": 7780, "lines": 240, "estimated_tokens": 2241}} +{"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": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22330, "cached_input_tokens": 19840, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d28962cd0e2525aff1789cdeddd21742e8d13863 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9dca792d57e546fc", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 22446, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2338, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12934.73, + "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_c\\n3\\artifacts\\v2q_n3_9dca792d57e546fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3be34b99b6372270b71e042d11ebc9b2068aa891 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/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": "2026-05-04T07:52:10.953118+00:00", + "ended_at": "2026-05-04T07:52:23.888324+00:00", + "elapsed_ms": 12934.73, + "prompt_metrics": { + "chars": 7780, + "bytes_utf8": 7780, + "lines": 240, + "estimated_tokens": 2241 + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22330, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7692a52d6ac25bb5f77ea4a55472085719600fd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfcc62046fcc1675effeaafba77de6b5dc4d2e50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-2840-7353-8a0f-8d20c85bdc48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col bound to \\\"fixed acidity\\\" and group_col_2 bound to \\\"quality\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..653a388118b86fbc7b54fe806f889538c0b0b346 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY support DESC\nLIMIT 12;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col bound to \"fixed acidity\" and group_col_2 bound to \"quality\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..595ec9aa1839fdd4c109794f69751127b402cb3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:11.126090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:13.666083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:22.985198Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f45d623e405ca4e6a0016eb33ab9bebde4e3d4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality. +Result preview: [{"fixed acidity": "6.8", "quality": "6", "support": 141}, {"fixed acidity": "6.6", "quality": "6", "support": 137}, {"fixed acidity": "6.4", "quality": "6", "support": 118}, {"fixed acidity": "7", "quality": "6", "support": 115}, {"fixed acidity": "6.4", "quality": "5", "support": 105}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..42e60f6fe6834783b3052488409ff31c79e082e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_9dca792d57e546fc +-- problem_id: v2p_n3_ad0547cc173d35df +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e54306d8daa1f7926b3a1a67466c5b4ecfa265c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/query_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_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"fixed acidity\", \"quality\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"quality\": \"6\", \"support\": 141}, {\"fixed acidity\": \"6.6\", \"quality\": \"6\", \"support\": 137}, {\"fixed acidity\": \"6.4\", \"quality\": \"6\", \"support\": 118}, {\"fixed acidity\": \"7\", \"quality\": \"6\", \"support\": 115}, {\"fixed acidity\": \"6.4\", \"quality\": \"5\", \"support\": 105}, {\"fixed acidity\": \"6.9\", \"quality\": \"6\", \"support\": 103}, {\"fixed acidity\": \"6.7\", \"quality\": \"6\", \"support\": 102}, {\"fixed acidity\": \"6.3\", \"quality\": \"6\", \"support\": 99}, {\"fixed acidity\": \"6.6\", \"quality\": \"5\", \"support\": 99}, {\"fixed acidity\": \"6.2\", \"quality\": \"6\", \"support\": 96}, {\"fixed acidity\": \"6.5\", \"quality\": \"6\", \"support\": 95}, {\"fixed acidity\": \"6.8\", \"quality\": \"5\", \"support\": 93}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..307384b8440c5d8dde04abecb6ec322f2226784b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:52:10.951364+00:00", + "ended_at": "2026-05-04T07:52:23.919144+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9dca792d57e546fc", + "problem_id": "v2p_n3_ad0547cc173d35df", + "dataset_id": "n3", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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 {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\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=1/1", + "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_c\\n3\\sql\\v2q_n3_9dca792d57e546fc.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_9dca792d57e546fc", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 22446, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2338, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12934.73, + "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_c\\n3\\artifacts\\v2q_n3_9dca792d57e546fc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18a4928592be7525d11ac4dc06ae37f535ec8c95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9dca792d57e546fc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:23.907083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12934.73, "started_at": "2026-05-04T07:52:10.953118+00:00", "ended_at": "2026-05-04T07:52:23.888324+00:00", "prompt_metrics": {"chars": 7780, "bytes_utf8": 7780, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22330, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T07:52:11.126090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:13.666083Z 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_c/n3/artifacts/v2q_n3_9e3ac97041118b81/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed53ffbed2eb355f7de08fde88d7170b97c4b1e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/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_c\n-- sql_source_dataset_id: n3\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_n3_9e3ac97041118b81\n-- problem_id: v2p_n3_fb4648b2198aa438\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"density\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"density\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_9e3ac97041118b81\\n-- problem_id: v2p_n3_fb4648b2198aa438\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"density\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"density\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"density\", \"support\", \"avg_response\"], \"rows\": [{\"density\": \"0.992\", \"support\": 64, \"avg_response\": 0.2775}, {\"density\": \"0.9928\", \"support\": 61, \"avg_response\": 0.24639344262295082}, {\"density\": \"0.9932\", \"support\": 53, \"avg_response\": 0.2810377358490566}, {\"density\": \"0.993\", \"support\": 52, \"avg_response\": 0.2653846153846154}, {\"density\": \"0.9934\", \"support\": 50, \"avg_response\": 0.2663}, {\"density\": \"0.9938\", \"support\": 49, \"avg_response\": 0.2739795918367347}, {\"density\": \"0.9927\", \"support\": 47, \"avg_response\": 0.2674468085106383}, {\"density\": \"0.9944\", \"support\": 46, \"avg_response\": 0.3169565217391304}, {\"density\": \"0.9948\", \"support\": 45, \"avg_response\": 0.29866666666666664}, {\"density\": \"0.9924\", \"support\": 44, \"avg_response\": 0.27397727272727274}, {\"density\": \"0.9954\", \"support\": 44, \"avg_response\": 0.25875}, {\"density\": \"0.9986\", \"support\": 42, \"avg_response\": 0.25726190476190475}, {\"density\": \"0.9956\", \"support\": 41, \"avg_response\": 0.26951219512195124}, {\"density\": \"0.9918\", \"support\": 40, \"avg_response\": 0.278}, {\"density\": \"0.9958\", \"support\": 40, \"avg_response\": 0.2615}, {\"density\": \"0.9914\", \"support\": 39, \"avg_response\": 0.23769230769230767}, {\"density\": \"0.9942\", \"support\": 38, \"avg_response\": 0.24118421052631578}, {\"density\": \"0.994\", \"support\": 37, \"avg_response\": 0.27054054054054055}, {\"density\": \"0.9952\", \"support\": 37, \"avg_response\": 0.25756756756756755}, {\"density\": \"0.9966\", \"support\": 36, \"avg_response\": 0.27902777777777776}, {\"density\": \"0.9937\", \"support\": 35, \"avg_response\": 0.2947142857142857}, {\"density\": \"0.998\", \"support\": 35, \"avg_response\": 0.2552857142857143}, {\"density\": \"0.9976\", \"support\": 34, \"avg_response\": 0.3423529411764706}, {\"density\": \"0.9936\", \"support\": 34, \"avg_response\": 0.2786764705882353}, {\"density\": \"0.991\", \"support\": 34, \"avg_response\": 0.2701470588235294}, {\"density\": \"0.9917\", \"support\": 34, \"avg_response\": 0.2626470588235294}, {\"density\": \"0.9972\", \"support\": 33, \"avg_response\": 0.3009090909090909}, {\"density\": \"0.9912\", \"support\": 33, \"avg_response\": 0.2601515151515152}, {\"density\": \"0.9906\", \"support\": 32, \"avg_response\": 0.33453125}, {\"density\": \"0.9953\", \"support\": 32, \"avg_response\": 0.2759375}, {\"density\": \"0.9946\", \"support\": 32, \"avg_response\": 0.2740625}, {\"density\": \"0.9926\", \"support\": 32, \"avg_response\": 0.2484375}, {\"density\": \"0.9962\", \"support\": 31, \"avg_response\": 0.27322580645161293}, {\"density\": \"0.9955\", \"support\": 30, \"avg_response\": 0.31483333333333335}, {\"density\": \"0.9984\", \"support\": 29, \"avg_response\": 0.2827586206896552}, {\"density\": \"0.9974\", \"support\": 28, \"avg_response\": 0.3432142857142857}, {\"density\": \"0.9982\", \"support\": 28, \"avg_response\": 0.30821428571428566}, {\"density\": \"0.9931\", \"support\": 28, \"avg_response\": 0.2967857142857143}, {\"density\": \"0.99\", \"support\": 28, \"avg_response\": 0.27089285714285716}, {\"density\": \"0.9939\", \"support\": 28, \"avg_response\": 0.24517857142857144}, {\"density\": \"0.9922\", \"support\": 27, \"avg_response\": 0.26333333333333336}, {\"density\": \"0.9911\", \"support\": 25, \"avg_response\": 0.2796}, {\"density\": \"0.9951\", \"support\": 25, \"avg_response\": 0.2742}, {\"density\": \"0.9941\", \"support\": 25, \"avg_response\": 0.2702}, {\"density\": \"0.995\", \"support\": 25, \"avg_response\": 0.2554}, {\"density\": \"0.9908\", \"support\": 25, \"avg_response\": 0.2402}, {\"density\": \"0.9979\", \"support\": 24, \"avg_response\": 0.29229166666666667}, {\"density\": \"0.9959\", \"support\": 23, \"avg_response\": 0.2991304347826087}, {\"density\": \"0.9916\", \"support\": 23, \"avg_response\": 0.2752173913043478}, {\"density\": \"0.9978\", \"support\": 23, \"avg_response\": 0.26565217391304347}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afb41aae59d85804a90b36fc4ff7b7ca9183942a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.658693+00:00", + "ended_at": "2026-05-04T08:19:07.666183+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_9e3ac97041118b81", + "problem_id": "v2p_n3_fb4648b2198aa438", + "dataset_id": "n3", + "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=volatile acidity, key_col=density.", + "bindings": { + "key_col": "density", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_9e3ac97041118b81.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_c/n3/artifacts/v2q_n3_9e3ac97041118b81/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_9e3ac97041118b81/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_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed7b75538b0a31b5df9e31f9de0b744f5048d390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7947, "bytes_utf8": 7947, "lines": 244, "estimated_tokens": 2285}} +{"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": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22374, "cached_input_tokens": 19840, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c28afe3a1720ccaa504e22f40434058c80792754 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a0a6a46f6ab1dfe3", + "api_calls": 0, + "input_tokens": 22374, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2285, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14248.32, + "sql_execution_elapsed_ms_total": 4.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a0a6a46f6ab1dfe3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..df7abc74a3cf5f30154baf27dd62f3c34c000e1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/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": "2026-05-04T07:48:47.837876+00:00", + "ended_at": "2026-05-04T07:49:02.086169+00:00", + "elapsed_ms": 14248.32, + "prompt_metrics": { + "chars": 7947, + "bytes_utf8": 7947, + "lines": 244, + "estimated_tokens": 2285 + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22374, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02a517f52f45c5703acdc1acb5a538ca84ff326e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "predicate_col": "pH", + "predicate_op": ">=", + "predicate_value": 3.28, + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b75cdd668237264aeb09ec537216b40cd1ed899 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-0ee1-7321-866d-55f0b792da60"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"density\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"pH\\\" AS REAL) >= 3.28\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"sulphates\\\", measure_col=\\\"density\\\", predicate_col=\\\"pH\\\". Cast numeric-text columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22374,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a97a1e832251ba927f6d3f28108433d179e00f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"sulphates\", SUM(CAST(\"density\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"pH\" AS REAL) >= 3.28\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required template with bound roles: group_col=\"sulphates\", measure_col=\"density\", predicate_col=\"pH\". 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_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..727db15a1b934ad70343a0a51c331a7043f58c23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:48.027004Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:50.351182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:01.351482Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2273c8126bea7b5c42505ae6c7de7f2616255a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/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=sulphates, measure_col=density. +Result preview: [{"sulphates": "0.44", "total_measure": 75.49279}, {"sulphates": "0.5", "total_measure": 58.63055}, {"sulphates": "0.42", "total_measure": 49.65476}, {"sulphates": "0.46", "total_measure": 47.7095}, {"sulphates": "0.4", "total_measure": 47.64074}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcdd2971fbfc0584e2fe855ae10996390f280d9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a0a6a46f6ab1dfe3 +-- problem_id: v2p_n3_5ac44d43b3185678 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("density" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("pH" AS REAL) >= 3.28 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16fa49c9cd49e65e221553832d06f4761c2ce251 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/query_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 \"sulphates\", SUM(CAST(\"density\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"pH\" AS REAL) >= 3.28\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"density\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"pH\\\" AS REAL) >= 3.28\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.44\", \"total_measure\": 75.49279}, {\"sulphates\": \"0.5\", \"total_measure\": 58.63055}, {\"sulphates\": \"0.42\", \"total_measure\": 49.65476}, {\"sulphates\": \"0.46\", \"total_measure\": 47.7095}, {\"sulphates\": \"0.4\", \"total_measure\": 47.64074}, {\"sulphates\": \"0.54\", \"total_measure\": 42.73604}, {\"sulphates\": \"0.38\", \"total_measure\": 41.72266}, {\"sulphates\": \"0.58\", \"total_measure\": 40.75085}, {\"sulphates\": \"0.47\", \"total_measure\": 39.75476}, {\"sulphates\": \"0.43\", \"total_measure\": 38.75172}, {\"sulphates\": \"0.59\", \"total_measure\": 37.76301}, {\"sulphates\": \"0.49\", \"total_measure\": 36.76116}, {\"sulphates\": \"0.52\", \"total_measure\": 35.76851}, {\"sulphates\": \"0.41\", \"total_measure\": 34.75026}, {\"sulphates\": \"0.51\", \"total_measure\": 34.74811}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..484065c7e023aff5cdefede2790d863dc1d5e9c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:48:47.833805+00:00", + "ended_at": "2026-05-04T07:49:02.128288+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a0a6a46f6ab1dfe3", + "problem_id": "v2p_n3_5ac44d43b3185678", + "dataset_id": "n3", + "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=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "predicate_col": "pH", + "predicate_op": ">=", + "predicate_value": 3.28, + "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": 0.9953, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_a0a6a46f6ab1dfe3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a0a6a46f6ab1dfe3", + "api_calls": 0, + "input_tokens": 22374, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2285, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14248.32, + "sql_execution_elapsed_ms_total": 4.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a0a6a46f6ab1dfe3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e80a6407bb092cd084656cc868d70ab79ff5c452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:02.115264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14248.32, "started_at": "2026-05-04T07:48:47.837876+00:00", "ended_at": "2026-05-04T07:49:02.086169+00:00", "prompt_metrics": {"chars": 7947, "bytes_utf8": 7947, "lines": 244, "estimated_tokens": 2285}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22374, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:48:48.027004Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:50.351182Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.28\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"sulphates\\\", measure_col=\\\"density\\\", predicate_col=\\\"pH\\\". Cast numeric-text columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6f2a101f3217b2389a088bb4aa9111703a7f951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a0a6a46f6ab1dfe3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a0a6a46f6ab1dfe3", + "api_calls": 0, + "input_tokens": 22374, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2285, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14248.32, + "sql_execution_elapsed_ms_total": 4.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a0a6a46f6ab1dfe3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d7774eb5486ff45040eca8fc6129b76b5dfa8ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7604, "bytes_utf8": 7604, "lines": 238, "estimated_tokens": 2189}} +{"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": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22278, "cached_input_tokens": 19840, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40e8352a4e637eda6e8fe834b47fefb3d8ba866e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a163a4522f06c0d4", + "api_calls": 0, + "input_tokens": 22278, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22396, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2189, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2291, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12504.75, + "sql_execution_elapsed_ms_total": 4.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a163a4522f06c0d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8c64ad2e13bcda940b510d518e744bbacc6db6f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/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": "2026-05-04T08:18:54.768275+00:00", + "ended_at": "2026-05-04T08:19:07.273145+00:00", + "elapsed_ms": 12504.75, + "prompt_metrics": { + "chars": 7604, + "bytes_utf8": 7604, + "lines": 238, + "estimated_tokens": 2189 + }, + "stdout_metrics": { + "chars": 697, + "bytes_utf8": 697, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22278, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62e262c9833fa60cf95b5271b20105432bc90741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=density.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b0225826fcc6816d339a2ee9840a63c81b1c29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-a133-7d52-aedd-f87ab2c314fa"} +{"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(\\\"density\\\" AS REAL) <= 0.9961 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n3\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"density\\\" and measure_threshold fixed at 0.9961. CAST to REAL is needed because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22278,"cached_input_tokens":19840,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b2b0d6558d4b5f388f662c015b77d301d64b683 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"density\" AS REAL) <= 0.9961 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n3\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"density\" and measure_threshold fixed at 0.9961. CAST to REAL is needed 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_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16f16fd306be89f8e7c3f3ae26f1af7474a93abf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:54.960936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:57.325506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:06.347975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ca239921e9a801277b4f5792c1fe07af32d80ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/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=density. +Result preview: [{"empirical_cdf_at_threshold": 0.7507145773785219}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..426de3869e1700fcba8bc5135b2ef5c25e9e1284 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a163a4522f06c0d4 +-- problem_id: v2p_n3_eaeb6f8b61e5e689 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("density" AS REAL) <= 0.9961 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fef3ae368164f6221268171f9a46a0ec05d01a92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/query_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(\"density\" AS REAL) <= 0.9961 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"density\\\" AS REAL) <= 0.9961 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7507145773785219}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..adba6d1ad41bccdc816dba2a43a120ad7396b2a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:18:54.765977+00:00", + "ended_at": "2026-05-04T08:19:07.316522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a163a4522f06c0d4", + "problem_id": "v2p_n3_eaeb6f8b61e5e689", + "dataset_id": "n3", + "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=density.", + "bindings": { + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "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_c\\n3\\sql\\v2q_n3_a163a4522f06c0d4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a163a4522f06c0d4", + "api_calls": 0, + "input_tokens": 22278, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 22396, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2189, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2291, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12504.75, + "sql_execution_elapsed_ms_total": 4.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a163a4522f06c0d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3cb1e8e4aec8cedbd0bd20d68b8e2e6a33bcd64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a163a4522f06c0d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:07.299588+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12504.75, "started_at": "2026-05-04T08:18:54.768275+00:00", "ended_at": "2026-05-04T08:19:07.273145+00:00", "prompt_metrics": {"chars": 7604, "bytes_utf8": 7604, "lines": 238, "estimated_tokens": 2189}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22278, "cached_input_tokens": 19840, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:18:54.960936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:57.325506Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=residual sugar.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab845163da5fabe8f40460d14c82f2afad137402 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-f04b-7f12-8920-64d45f040ae7"} +{"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(\\\"residual sugar\\\" AS REAL) <= 9.9 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"residual sugar\\\" and measure_threshold fixed at 9.9. Cast to REAL for correct numeric comparison because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22280,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12af062c971be89ddf56ff490e747e0e28e5721f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"residual sugar\" AS REAL) <= 9.9 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"residual sugar\" and measure_threshold fixed at 9.9. Cast to REAL for correct numeric comparison because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdd2e9e463d55d8eb2a758c3daf8e19b5abd84f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:09.665093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:12.002578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:19.254489Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fda76d2f758f7393eb1ee9f3c8b797a0046a1be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/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=residual sugar. +Result preview: [{"empirical_cdf_at_threshold": 0.7527562270314414}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3afa10793950415f823aed1314c682e98663f0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a1a0428f036de6c5 +-- problem_id: v2p_n3_cdf332f1501345b0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("residual sugar" AS REAL) <= 9.9 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e2520386e43100a46526211868f346687ab0ed1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/query_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(\"residual sugar\" AS REAL) <= 9.9 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"residual sugar\\\" AS REAL) <= 9.9 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7527562270314414}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73f47e4c18629441c5cb2fc0849fe273516bcd89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:18:09.490057+00:00", + "ended_at": "2026-05-04T08:18:20.475312+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a1a0428f036de6c5", + "problem_id": "v2p_n3_cdf332f1501345b0", + "dataset_id": "n3", + "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=residual sugar.", + "bindings": { + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=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_c\\n3\\sql\\v2q_n3_a1a0428f036de6c5.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a1a0428f036de6c5", + "api_calls": 0, + "input_tokens": 22280, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 22399, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2191, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2293, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10956.47, + "sql_execution_elapsed_ms_total": 1.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a1a0428f036de6c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a43f2fee7d30deb329977a959e5dd38962e40037 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a1a0428f036de6c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:20.466443+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10956.47, "started_at": "2026-05-04T08:18:09.492193+00:00", "ended_at": "2026-05-04T08:18:20.448749+00:00", "prompt_metrics": {"chars": 7615, "bytes_utf8": 7615, "lines": 238, "estimated_tokens": 2191}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22280, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:18:09.665093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:12.002578Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=volatile acidity, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b7f93782312555ebdf49bf2a3daf5cd681c572 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-4ff8-7e21-b8d7-8516ec3d5fd0"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile_acidity_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"volatile_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"volatile_acidity_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"volatile_acidity_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.9999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \\\"fixed acidity\\\" group after filtering rows where \\\"quality\\\" = '6'. Numeric TEXT values are cast to REAL for ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22403,"cached_input_tokens":20864,"output_tokens":419}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a59a4c475b0a2a5a151414d2af6018fe288d325 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile_acidity_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"fixed acidity\",\n \"volatile_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"volatile_acidity_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"fixed acidity\",\n \"volatile_acidity_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.9999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within each \"fixed acidity\" group after filtering rows where \"quality\" = '6'. Numeric TEXT values are cast to REAL for ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a74f908b3119da04032973218fce83abacb2089b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:33.259853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:35.704573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:48.149049Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a248b85ef4ea9501ec96d15ff655816512721b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/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=fixed acidity, measure_col=volatile acidity, condition_col=quality. +Result preview: [{"fixed acidity": "4.7", "conditional_percentile": 0.785}, {"fixed acidity": "9.2", "conditional_percentile": 0.71}, {"fixed acidity": "9.6", "conditional_percentile": 0.655}, {"fixed acidity": "5.3", "conditional_percentile": 0.585}, {"fixed acidity": "8.4", "conditional_percentile": 0.58}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb82bfbb483c9c9edb4f9b97011bd4fc4121ae34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a2d08bc65db83e2b +-- problem_id: v2p_n3_041801f1df43db01 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity", + CAST("volatile acidity" AS REAL) AS "volatile_acidity_value" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"ranked" AS ( + SELECT + "fixed acidity", + "volatile_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "volatile_acidity_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "filtered" +) +SELECT + "fixed acidity", + "volatile_acidity_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.9999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12184a7b3f0e1bae6bb6ce025b15750f0e293567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/query_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 \"fixed acidity\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile_acidity_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"fixed acidity\",\n \"volatile_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY \"volatile_acidity_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"fixed acidity\",\n \"volatile_acidity_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.9999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile_acidity_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"volatile_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY \\\"volatile_acidity_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"volatile_acidity_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.9999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"fixed acidity\", \"conditional_percentile\"], \"rows\": [{\"fixed acidity\": \"4.7\", \"conditional_percentile\": 0.785}, {\"fixed acidity\": \"9.2\", \"conditional_percentile\": 0.71}, {\"fixed acidity\": \"9.6\", \"conditional_percentile\": 0.655}, {\"fixed acidity\": \"5.3\", \"conditional_percentile\": 0.585}, {\"fixed acidity\": \"8.4\", \"conditional_percentile\": 0.58}, {\"fixed acidity\": \"9.9\", \"conditional_percentile\": 0.49}, {\"fixed acidity\": \"4.9\", \"conditional_percentile\": 0.47}, {\"fixed acidity\": \"4.4\", \"conditional_percentile\": 0.46}, {\"fixed acidity\": \"8.7\", \"conditional_percentile\": 0.45}, {\"fixed acidity\": \"5.9\", \"conditional_percentile\": 0.44}, {\"fixed acidity\": \"7.1\", \"conditional_percentile\": 0.42}, {\"fixed acidity\": \"7.7\", \"conditional_percentile\": 0.42}, {\"fixed acidity\": \"7.8\", \"conditional_percentile\": 0.42}, {\"fixed acidity\": \"9.5\", \"conditional_percentile\": 0.42}, {\"fixed acidity\": \"6.1\", \"conditional_percentile\": 0.41}, {\"fixed acidity\": \"6.6\", \"conditional_percentile\": 0.41}, {\"fixed acidity\": \"8.8\", \"conditional_percentile\": 0.39}, {\"fixed acidity\": \"5.8\", \"conditional_percentile\": 0.385}, {\"fixed acidity\": \"6.4\", \"conditional_percentile\": 0.38}, {\"fixed acidity\": \"6.7\", \"conditional_percentile\": 0.38}, {\"fixed acidity\": \"6.9\", \"conditional_percentile\": 0.38}, {\"fixed acidity\": \"7.5\", \"conditional_percentile\": 0.38}, {\"fixed acidity\": \"5.5\", \"conditional_percentile\": 0.375}, {\"fixed acidity\": \"5.2\", \"conditional_percentile\": 0.37}, {\"fixed acidity\": \"5.7\", \"conditional_percentile\": 0.37}, {\"fixed acidity\": \"6\", \"conditional_percentile\": 0.37}, {\"fixed acidity\": \"6.3\", \"conditional_percentile\": 0.37}, {\"fixed acidity\": \"8.6\", \"conditional_percentile\": 0.37}, {\"fixed acidity\": \"6.5\", \"conditional_percentile\": 0.36}, {\"fixed acidity\": \"7.6\", \"conditional_percentile\": 0.36}, {\"fixed acidity\": \"5\", \"conditional_percentile\": 0.35}, {\"fixed acidity\": \"5.1\", \"conditional_percentile\": 0.35}, {\"fixed acidity\": \"6.2\", \"conditional_percentile\": 0.35}, {\"fixed acidity\": \"7.2\", \"conditional_percentile\": 0.35}, {\"fixed acidity\": \"7.9\", \"conditional_percentile\": 0.35}, {\"fixed acidity\": \"4.8\", \"conditional_percentile\": 0.34}, {\"fixed acidity\": \"7.3\", \"conditional_percentile\": 0.34}, {\"fixed acidity\": \"7.4\", \"conditional_percentile\": 0.34}, {\"fixed acidity\": \"7\", \"conditional_percentile\": 0.33}, {\"fixed acidity\": \"8\", \"conditional_percentile\": 0.33}, {\"fixed acidity\": \"8.1\", \"conditional_percentile\": 0.33}, {\"fixed acidity\": \"5.6\", \"conditional_percentile\": 0.32}, {\"fixed acidity\": \"6.8\", \"conditional_percentile\": 0.32}, {\"fixed acidity\": \"8.2\", \"conditional_percentile\": 0.32}, {\"fixed acidity\": \"3.8\", \"conditional_percentile\": 0.31}, {\"fixed acidity\": \"8.3\", \"conditional_percentile\": 0.3}, {\"fixed acidity\": \"9\", \"conditional_percentile\": 0.3}, {\"fixed acidity\": \"5.4\", \"conditional_percentile\": 0.29}, {\"fixed acidity\": \"8.5\", \"conditional_percentile\": 0.28}, {\"fixed acidity\": \"14.2\", \"conditional_percentile\": 0.27}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5a4712e7fa31ad8beca96a514a09b1913057f27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:06:33.057741+00:00", + "ended_at": "2026-05-04T08:06:49.124793+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a2d08bc65db83e2b", + "problem_id": "v2p_n3_041801f1df43db01", + "dataset_id": "n3", + "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=fixed acidity, measure_col=volatile acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_a2d08bc65db83e2b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a2d08bc65db83e2b", + "api_calls": 0, + "input_tokens": 22403, + "cached_input_tokens": 20864, + "output_tokens": 419, + "total_tokens": 22822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2312, + "estimated_output_tokens": 290, + "estimated_total_tokens": 2602, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16009.04, + "sql_execution_elapsed_ms_total": 11.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a2d08bc65db83e2b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df8cd1875aaed5f8116f60465a9ffea86c4f8703 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a2d08bc65db83e2b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:06:49.103481+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16009.04, "started_at": "2026-05-04T08:06:33.060898+00:00", "ended_at": "2026-05-04T08:06:49.065564+00:00", "prompt_metrics": {"chars": 8189, "bytes_utf8": 8189, "lines": 245, "estimated_tokens": 2312}, "response_metrics": {"chars": 1077, "bytes_utf8": 1077, "lines": 1, "estimated_tokens": 290}, "usage": {"input_tokens": 22403, "cached_input_tokens": 20864, "output_tokens": 419}, "stderr_preview": "2026-05-04T08:06:33.259853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:35.704573Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85101b0c54d96604f686832124cce26a3c60301f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-0722-75e0-900f-625f7dec0bb9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", and target_value='3'. Kept to a single-table SQLite SELECT and quoted identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22390,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b135d7e7e1d5e5258153fa2586c19d2e32a45412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", and target_value='3'. Kept to a single-table SQLite SELECT and quoted identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b35ff708243c66d6bf333575be6b70480e3f4b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:08.816969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:12.691807Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:22.130156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b0ffa781ae5d6569176fa5902ea03e76dd06a12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "11.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "4.2", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "5.8", "quality": "3", "target_rate": 1.0}, {"fixed acidity": "6.1", "quality": "3", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9d14e70d4155a994c68bbdb8a36bde1f2e21b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_a45b3dd8dc154e62 +-- problem_id: v2p_n3_9cd988247aea2922 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c07bf2e3c807bdb658e451565490d95326bbf6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '3' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '3' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"quality\": \"3\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.2\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.4\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6be6784988d107b4bf14256116ffa46c97684662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:53:04.622538+00:00", + "ended_at": "2026-05-04T07:53:23.078835+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a45b3dd8dc154e62", + "problem_id": "v2p_n3_9cd988247aea2922", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "3", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_a45b3dd8dc154e62.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a45b3dd8dc154e62", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2423, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18406.34, + "sql_execution_elapsed_ms_total": 5.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a45b3dd8dc154e62\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..763e02f25587d6b3a74cf0538a31db8719c7594d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a45b3dd8dc154e62/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:23.065361+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18406.34, "started_at": "2026-05-04T07:53:04.628778+00:00", "ended_at": "2026-05-04T07:53:23.035515+00:00", "prompt_metrics": {"chars": 7968, "bytes_utf8": 7968, "lines": 243, "estimated_tokens": 2299}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22390, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T07:53:08.816969Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:12.691807Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88d656e1c1f22263cdc9886194d6870e0229d603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-f15a-7503-a0bf-ecbb5e445516"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"fixed acidity\\\" and condition_col bound to \\\"quality\\\", measuring the within-group proportion of rows where quality = 6.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22352,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..342c9c87ada9a9a90f8912c8de98a37f52d84b5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"fixed acidity\" and condition_col bound to \"quality\", measuring the within-group proportion of rows where quality = 6."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..939a7f404f5b6aa924f7377853ea83092404eef3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:19.215194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:21.563598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:29.688523Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17c4484a304e6e9b7588f3442becbfc90fa8c9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/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=fixed acidity, condition_col=quality. +Result preview: [{"fixed acidity": "7.15", "condition_rate": 1.0}, {"fixed acidity": "3.8", "condition_rate": 1.0}, {"fixed acidity": "14.2", "condition_rate": 1.0}, {"fixed acidity": "10.7", "condition_rate": 1.0}, {"fixed acidity": "9.7", "condition_rate": 0.75}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c56039185211ff5af145b8181dcd04c585cd9bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a57990f6073a5814 +-- problem_id: v2p_n3_86d2da4d38b76d38 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5932e01b60b06db146a96e7ad57c18d70d7b7e65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/query_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 \"fixed acidity\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"fixed acidity\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"fixed acidity\", \"condition_rate\"], \"rows\": [{\"fixed acidity\": \"7.15\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"3.8\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"14.2\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"10.7\", \"condition_rate\": 1.0}, {\"fixed acidity\": \"9.7\", \"condition_rate\": 0.75}, {\"fixed acidity\": \"10\", \"condition_rate\": 0.6666666666666666}, {\"fixed acidity\": \"8.5\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"5.7\", \"condition_rate\": 0.625}, {\"fixed acidity\": \"8.1\", \"condition_rate\": 0.6071428571428571}, {\"fixed acidity\": \"5\", \"condition_rate\": 0.5833333333333334}, {\"fixed acidity\": \"8.8\", \"condition_rate\": 0.5555555555555556}, {\"fixed acidity\": \"7.8\", \"condition_rate\": 0.5376344086021505}, {\"fixed acidity\": \"9\", \"condition_rate\": 0.5294117647058824}, {\"fixed acidity\": \"6.3\", \"condition_rate\": 0.526595744680851}, {\"fixed acidity\": \"5.1\", \"condition_rate\": 0.5217391304347826}, {\"fixed acidity\": \"8.3\", \"condition_rate\": 0.5192307692307693}, {\"fixed acidity\": \"5.3\", \"condition_rate\": 0.5185185185185185}, {\"fixed acidity\": \"8.4\", \"condition_rate\": 0.5142857142857142}, {\"fixed acidity\": \"9.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"9.5\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7.9\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"6.2\", \"condition_rate\": 0.5}, {\"fixed acidity\": \"7\", \"condition_rate\": 0.4956896551724138}, {\"fixed acidity\": \"6.6\", \"condition_rate\": 0.4724137931034483}, {\"fixed acidity\": \"6\", \"condition_rate\": 0.4673913043478261}, {\"fixed acidity\": \"5.9\", \"condition_rate\": 0.46601941747572817}, {\"fixed acidity\": \"7.7\", \"condition_rate\": 0.46236559139784944}, {\"fixed acidity\": \"6.8\", \"condition_rate\": 0.4577922077922078}, {\"fixed acidity\": \"5.6\", \"condition_rate\": 0.4507042253521127}, {\"fixed acidity\": \"8\", \"condition_rate\": 0.45}, {\"fixed acidity\": \"7.3\", \"condition_rate\": 0.4438202247191011}, {\"fixed acidity\": \"6.1\", \"condition_rate\": 0.432258064516129}, {\"fixed acidity\": \"6.7\", \"condition_rate\": 0.4322033898305085}, {\"fixed acidity\": \"5.4\", \"condition_rate\": 0.42857142857142855}, {\"fixed acidity\": \"6.9\", \"condition_rate\": 0.42738589211618255}, {\"fixed acidity\": \"7.5\", \"condition_rate\": 0.42276422764227645}, {\"fixed acidity\": \"7.2\", \"condition_rate\": 0.4223300970873786}, {\"fixed acidity\": \"6.5\", \"condition_rate\": 0.4222222222222222}, {\"fixed acidity\": \"6.4\", \"condition_rate\": 0.42142857142857143}, {\"fixed acidity\": \"5.5\", \"condition_rate\": 0.41935483870967744}, {\"fixed acidity\": \"7.4\", \"condition_rate\": 0.4020618556701031}, {\"fixed acidity\": \"9.6\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"4.7\", \"condition_rate\": 0.4}, {\"fixed acidity\": \"7.1\", \"condition_rate\": 0.395}, {\"fixed acidity\": \"8.2\", \"condition_rate\": 0.39285714285714285}, {\"fixed acidity\": \"9.2\", \"condition_rate\": 0.38095238095238093}, {\"fixed acidity\": \"5.8\", \"condition_rate\": 0.38016528925619836}, {\"fixed acidity\": \"7.6\", \"condition_rate\": 0.35947712418300654}, {\"fixed acidity\": \"5.2\", \"condition_rate\": 0.35714285714285715}, {\"fixed acidity\": \"4.8\", \"condition_rate\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1c110d11c6b4e1a03f25ee54b062ad3ec0ac57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:56:19.043765+00:00", + "ended_at": "2026-05-04T07:56:30.415369+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a57990f6073a5814", + "problem_id": "v2p_n3_86d2da4d38b76d38", + "dataset_id": "n3", + "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=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_a57990f6073a5814.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a57990f6073a5814", + "api_calls": 0, + "input_tokens": 22352, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22473, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2261, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2366, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11340.61, + "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_c\\n3\\artifacts\\v2q_n3_a57990f6073a5814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35e1ecf5ae56413eb2ae3c145dbd59ab7e254b32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a57990f6073a5814/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:30.404388+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11340.61, "started_at": "2026-05-04T07:56:19.045799+00:00", "ended_at": "2026-05-04T07:56:30.386334+00:00", "prompt_metrics": {"chars": 7927, "bytes_utf8": 7927, "lines": 243, "estimated_tokens": 2261}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22352, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:56:19.215194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:21.563598Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=residual sugar, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcc8fc94f2bf1bf5b19d88e830e898003906714f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-7fa5-7a60-80cb-fea90879ad38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered_ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n),\\n\\\"conditional_quantile\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered_ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 9 + 9) / 10 AS INTEGER)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n cq.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"conditional_quantile\\\" AS cq\\n ON q.\\\"quality\\\" = cq.\\\"quality\\\"\\nORDER BY cq.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function approximation of the 90th percentile using row ranks on CAST(\\\"residual sugar\\\" AS REAL). Because group_col and condition_col are both \\\"quality\\\" and the filter is quality = '6', only group '6' will have a non-NULL conditional percentile; other quality groups remain NULL via LEFT JOIN.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22402,"cached_input_tokens":20864,"output_tokens":570}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad3c04f05071add765f932ed9eb742d0f2336e70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered_ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"residual sugar\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n),\n\"conditional_quantile\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"filtered_ranked\"\n WHERE \"rn\" >= CAST((\"cnt\" * 9 + 9) / 10 AS INTEGER)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n cq.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"conditional_quantile\" AS cq\n ON q.\"quality\" = cq.\"quality\"\nORDER BY cq.\"conditional_percentile\" DESC;","notes":"Repaired the planned template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function approximation of the 90th percentile using row ranks on CAST(\"residual sugar\" AS REAL). Because group_col and condition_col are both \"quality\" and the filter is quality = '6', only group '6' will have a non-NULL conditional percentile; other quality groups remain NULL via LEFT JOIN."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4788c5c24229c58c345b99de4819438508d08fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:51.012858Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:53.503789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:10.571311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d471f0679eff4014f174f717e0b662ce96ac3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/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=quality, measure_col=residual sugar, condition_col=quality. +Result preview: [{"quality": "6", "conditional_percentile": 13.8}, {"quality": "5", "conditional_percentile": null}, {"quality": "7", "conditional_percentile": null}, {"quality": "8", "conditional_percentile": null}, {"quality": "4", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49f979563235401a0200adcfaf2063f444b8da57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a879156c79a05d65 +-- problem_id: v2p_n3_fc720d6dfa450a02 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered_ranked" AS ( + SELECT + "quality", + CAST("residual sugar" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" = '6' +), +"conditional_quantile" AS ( + SELECT + "quality", + MIN("measure_value") AS "conditional_percentile" + FROM "filtered_ranked" + WHERE "rn" >= CAST(("cnt" * 9 + 9) / 10 AS INTEGER) + GROUP BY "quality" +) +SELECT + q."quality", + cq."conditional_percentile" +FROM ( + SELECT DISTINCT "quality" + FROM "n3" +) AS q +LEFT JOIN "conditional_quantile" AS cq + ON q."quality" = cq."quality" +ORDER BY cq."conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..105c0f44c4b06ffaf9f956a3f5261572be5494c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/query_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_ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"residual sugar\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n),\n\"conditional_quantile\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"filtered_ranked\"\n WHERE \"rn\" >= CAST((\"cnt\" * 9 + 9) / 10 AS INTEGER)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n cq.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"conditional_quantile\" AS cq\n ON q.\"quality\" = cq.\"quality\"\nORDER BY cq.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered_ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n),\\n\\\"conditional_quantile\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered_ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 9 + 9) / 10 AS INTEGER)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n cq.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"conditional_quantile\\\" AS cq\\n ON q.\\\"quality\\\" = cq.\\\"quality\\\"\\nORDER BY cq.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"quality\", \"conditional_percentile\"], \"rows\": [{\"quality\": \"6\", \"conditional_percentile\": 13.8}, {\"quality\": \"5\", \"conditional_percentile\": null}, {\"quality\": \"7\", \"conditional_percentile\": null}, {\"quality\": \"8\", \"conditional_percentile\": null}, {\"quality\": \"4\", \"conditional_percentile\": null}, {\"quality\": \"3\", \"conditional_percentile\": null}, {\"quality\": \"9\", \"conditional_percentile\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da24ec945ed92324aea12c81cc2bbee4e7c36788 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:07:50.806069+00:00", + "ended_at": "2026-05-04T08:08:11.662932+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_a879156c79a05d65", + "problem_id": "v2p_n3_fc720d6dfa450a02", + "dataset_id": "n3", + "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=quality, measure_col=residual sugar, condition_col=quality.", + "bindings": { + "group_col": "quality", + "measure_col": "residual sugar", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_a879156c79a05d65.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a879156c79a05d65", + "api_calls": 0, + "input_tokens": 22402, + "cached_input_tokens": 20864, + "output_tokens": 570, + "total_tokens": 22972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2311, + "estimated_output_tokens": 343, + "estimated_total_tokens": 2654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20820.17, + "sql_execution_elapsed_ms_total": 9.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a879156c79a05d65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64195de63f4ab3251434f722e6b1266984b592f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:11.645618+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20820.17, "started_at": "2026-05-04T08:07:50.808258+00:00", "ended_at": "2026-05-04T08:08:11.628430+00:00", "prompt_metrics": {"chars": 8172, "bytes_utf8": 8172, "lines": 245, "estimated_tokens": 2311}, "response_metrics": {"chars": 1283, "bytes_utf8": 1283, "lines": 1, "estimated_tokens": 343}, "usage": {"input_tokens": 22402, "cached_input_tokens": 20864, "output_tokens": 570}, "stderr_preview": "2026-05-04T08:07:51.012858Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:53.503789Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((\\\"cnt\\\" * 9 + 9) / 10 AS INTEGER)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n cq.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"conditional_quantile\\\" AS cq\\n ON q.\\\"quality\\\" = cq.\\\"quality\\\"\\nORDER BY cq.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned template for SQLite by replacing unsupported PERCENTILE_CONT with a window-function approx"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..832e60b7cb172efc777304ada475e6025ad4fc8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_a879156c79a05d65/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_a879156c79a05d65", + "api_calls": 0, + "input_tokens": 22402, + "cached_input_tokens": 20864, + "output_tokens": 570, + "total_tokens": 22972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2311, + "estimated_output_tokens": 343, + "estimated_total_tokens": 2654, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20820.17, + "sql_execution_elapsed_ms_total": 9.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_a879156c79a05d65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf8a6b2c572eabefb26e20908002a00cc80b5a1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 7.923546511627906}, {"pH": "3.16", "support": 164, "avg_response": 6.708536585365854}, {"pH": "3.22", "support": 146, "avg_response": 6.646575342465753}, {"pH": "3.19", "support": 145, "avg_response": 5.6689655172413795}, {"pH": "3.18", "support": 138, "avg_response": 6.219565217391304}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36ff41eec56e85392350c9fcbd16f688ac5e5186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_aa70756e69fc8c03 +-- problem_id: v2p_n3_4219d9e486b1de43 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9ad67a34c02ea35e83b01f48ca69fba4faec124 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/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_c\n-- sql_source_dataset_id: n3\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_n3_aa70756e69fc8c03\n-- problem_id: v2p_n3_4219d9e486b1de43\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_aa70756e69fc8c03\\n-- problem_id: v2p_n3_4219d9e486b1de43\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 7.923546511627906}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 6.708536585365854}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 6.646575342465753}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 5.6689655172413795}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 6.219565217391304}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 6.848175182481752}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 7.189705882352941}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 6.4375}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 7.566666666666666}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 6.91044776119403}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 5.693181818181818}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 7.018253968253968}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 6.794758064516128}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 6.156837606837607}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 5.751293103448275}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 8.363913043478261}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 5.518859649122807}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 7.720618556701031}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 6.203645833333333}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 5.47157894736842}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 5.610752688172043}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 6.680978260869565}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 6.662921348314606}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 5.372727272727273}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 6.159770114942528}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 4.031395348837209}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 4.767469879518072}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 4.197560975609756}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 7.460759493670886}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 6.7537974683544295}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 5.181012658227848}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 6.734615384615384}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 8.077702702702704}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 7.235294117647059}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 7.180147058823529}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 8.931746031746032}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 5.220689655172414}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 6.475510204081633}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 5.188775510204081}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 5.174489795918368}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 5.595833333333334}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 4.565625}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 9.640243902439025}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 7.609999999999999}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 6.251282051282051}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 8.75263157894737}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 9.55857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 5.760606060606061}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 5.40625}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 9.741935483870968}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19b97d44f8fe7c2e02d240bf2f180c951e65d7b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.720210+00:00", + "ended_at": "2026-05-04T08:19:07.727914+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aa70756e69fc8c03", + "problem_id": "v2p_n3_4219d9e486b1de43", + "dataset_id": "n3", + "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=residual sugar, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_aa70756e69fc8c03.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_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aa70756e69fc8c03/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_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c48083c0620e1c4a02ab4a5512cf34a693f0d3e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7812, "bytes_utf8": 7812, "lines": 240, "estimated_tokens": 2244}} +{"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": 119}, "usage": {"input_tokens": 22333, "cached_input_tokens": 19840, "output_tokens": 238}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9540fea03542d893d11d5eb68075ff3b879503fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aacfcf1e37c63e9c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15422.4, + "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_c\\n3\\artifacts\\v2q_n3_aacfcf1e37c63e9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..968c292c9905f199f7a2a2541f05dff1a4069e4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/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": "2026-05-04T07:45:25.830580+00:00", + "ended_at": "2026-05-04T07:45:41.251361+00:00", + "elapsed_ms": 15422.4, + "prompt_metrics": { + "chars": 7812, + "bytes_utf8": 7812, + "lines": 240, + "estimated_tokens": 2244 + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 238 + } + }, + "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_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90809a53f9db0341917486354e7c7b30323b9a4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dd4c6c8ae38594d9b82fc84b2a05d696cd1d1ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-f9e4-7eb2-9a66-1f195c29a462"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"pH\\\", and min_group_size=5. CAST was added for \\\"pH\\\" because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22333,"cached_input_tokens":19840,"output_tokens":238}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3cfd99345945057329b2d21dbbe3424e8dce957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"fixed acidity\", measure_col=\"pH\", and min_group_size=5. CAST was added for \"pH\" because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9502fb6afbf49d0e2288eb3b704482824d925cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:26.055991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:28.578403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:39.878980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6bb0f8c073d2e766bf9a781e0a0d0b56cbd476f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 3.393333333333333, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 3.2985714285714285, "support": 7}, {"fixed acidity": "5", "avg_measure": 3.4033333333333338, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 3.377391304347826, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 3.3564285714285718, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba19a0f670a3935ece29224346a0fb2e9a89d86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_aacfcf1e37c63e9c +-- problem_id: v2p_n3_9203cfbef68cf9e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1075b0d9e039e5c00ddbaac2fa091e2b32d8d96e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/query_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_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"pH\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY \"fixed acidity\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"pH\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"fixed acidity\\\";\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 3.0854285714285714, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 3.0324999999999998, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 3.0364, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 3.0933333333333333, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 3.04, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 3.052941176470588, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 3.0352380952380953, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 3.0672727272727274, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 3.0075000000000003, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..144284cec6d8313d582d976e59953f3097fb70dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:45:25.827390+00:00", + "ended_at": "2026-05-04T07:45:41.287439+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aacfcf1e37c63e9c", + "problem_id": "v2p_n3_9203cfbef68cf9e1", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_aacfcf1e37c63e9c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aacfcf1e37c63e9c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15422.4, + "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_c\\n3\\artifacts\\v2q_n3_aacfcf1e37c63e9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de4773477215135f841d0e2089882aad47068bed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:41.274704+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15422.4, "started_at": "2026-05-04T07:45:25.830580+00:00", "ended_at": "2026-05-04T07:45:41.251361+00:00", "prompt_metrics": {"chars": 7812, "bytes_utf8": 7812, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22333, "cached_input_tokens": 19840, "output_tokens": 238}, "stderr_preview": "2026-05-04T07:45:26.055991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:28.578403Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"fixed acidity\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\", measure_col=\\\"pH\\\", and min_group_size=5. CAST was added for \\\"pH\\\" because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..677bd67f8a954c1a60bf3ec36f8740f6505bf58d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aacfcf1e37c63e9c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aacfcf1e37c63e9c", + "api_calls": 0, + "input_tokens": 22333, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2244, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2363, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15422.4, + "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_c\\n3\\artifacts\\v2q_n3_aacfcf1e37c63e9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebe88bf02a4c784c4778dc120b500480ff95be66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"pH": "3.14", "support": 172, "avg_response": 0.2919186046511628}, {"pH": "3.16", "support": 164, "avg_response": 0.28006097560975607}, {"pH": "3.22", "support": 146, "avg_response": 0.2905821917808219}, {"pH": "3.19", "support": 145, "avg_response": 0.26668965517241383}, {"pH": "3.18", "support": 138, "avg_response": 0.280036231884058}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bab91dff4ceb263907959845df36dd1723ec59ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_acc895c4bfd7ceed +-- problem_id: v2p_n3_5f3f8c26ae2a853e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9cf793caa4c9212920a84fb9a3b532b280c7b15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/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_c\n-- sql_source_dataset_id: n3\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_n3_acc895c4bfd7ceed\n-- problem_id: v2p_n3_5f3f8c26ae2a853e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"pH\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"pH\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_acc895c4bfd7ceed\\n-- problem_id: v2p_n3_5f3f8c26ae2a853e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"pH\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"pH\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"pH\", \"support\", \"avg_response\"], \"rows\": [{\"pH\": \"3.14\", \"support\": 172, \"avg_response\": 0.2919186046511628}, {\"pH\": \"3.16\", \"support\": 164, \"avg_response\": 0.28006097560975607}, {\"pH\": \"3.22\", \"support\": 146, \"avg_response\": 0.2905821917808219}, {\"pH\": \"3.19\", \"support\": 145, \"avg_response\": 0.26668965517241383}, {\"pH\": \"3.18\", \"support\": 138, \"avg_response\": 0.280036231884058}, {\"pH\": \"3.2\", \"support\": 137, \"avg_response\": 0.2808759124087591}, {\"pH\": \"3.08\", \"support\": 136, \"avg_response\": 0.2918014705882353}, {\"pH\": \"3.15\", \"support\": 136, \"avg_response\": 0.2881985294117647}, {\"pH\": \"3.1\", \"support\": 135, \"avg_response\": 0.27325925925925926}, {\"pH\": \"3.12\", \"support\": 134, \"avg_response\": 0.29055970149253735}, {\"pH\": \"3.24\", \"support\": 132, \"avg_response\": 0.2848863636363636}, {\"pH\": \"3.11\", \"support\": 126, \"avg_response\": 0.2922222222222222}, {\"pH\": \"3.17\", \"support\": 124, \"avg_response\": 0.2985483870967742}, {\"pH\": \"3.13\", \"support\": 117, \"avg_response\": 0.2858119658119658}, {\"pH\": \"3.23\", \"support\": 116, \"avg_response\": 0.2777586206896552}, {\"pH\": \"3.06\", \"support\": 115, \"avg_response\": 0.2813478260869566}, {\"pH\": \"3.25\", \"support\": 114, \"avg_response\": 0.2679824561403509}, {\"pH\": \"3.04\", \"support\": 97, \"avg_response\": 0.27809278350515465}, {\"pH\": \"3.26\", \"support\": 96, \"avg_response\": 0.3084895833333334}, {\"pH\": \"3.21\", \"support\": 95, \"avg_response\": 0.2762631578947369}, {\"pH\": \"3.3\", \"support\": 93, \"avg_response\": 0.2588172043010753}, {\"pH\": \"3.09\", \"support\": 92, \"avg_response\": 0.2902173913043478}, {\"pH\": \"3.05\", \"support\": 89, \"avg_response\": 0.27314606741573033}, {\"pH\": \"3.27\", \"support\": 88, \"avg_response\": 0.2852272727272727}, {\"pH\": \"3.28\", \"support\": 87, \"avg_response\": 0.2799425287356322}, {\"pH\": \"3.32\", \"support\": 86, \"avg_response\": 0.26819767441860465}, {\"pH\": \"3.36\", \"support\": 83, \"avg_response\": 0.28572289156626507}, {\"pH\": \"3.29\", \"support\": 82, \"avg_response\": 0.28573170731707315}, {\"pH\": \"3.07\", \"support\": 79, \"avg_response\": 0.2879746835443038}, {\"pH\": \"3.31\", \"support\": 79, \"avg_response\": 0.2789873417721519}, {\"pH\": \"3.34\", \"support\": 79, \"avg_response\": 0.26329113924050634}, {\"pH\": \"3.03\", \"support\": 78, \"avg_response\": 0.27134615384615385}, {\"pH\": \"3\", \"support\": 74, \"avg_response\": 0.28574324324324324}, {\"pH\": \"3.02\", \"support\": 68, \"avg_response\": 0.27948529411764705}, {\"pH\": \"2.99\", \"support\": 68, \"avg_response\": 0.26838235294117646}, {\"pH\": \"2.96\", \"support\": 63, \"avg_response\": 0.26857142857142857}, {\"pH\": \"3.38\", \"support\": 58, \"avg_response\": 0.26913793103448275}, {\"pH\": \"3.01\", \"support\": 49, \"avg_response\": 0.29071428571428576}, {\"pH\": \"3.33\", \"support\": 49, \"avg_response\": 0.27316326530612245}, {\"pH\": \"3.37\", \"support\": 49, \"avg_response\": 0.2643877551020408}, {\"pH\": \"3.35\", \"support\": 48, \"avg_response\": 0.26906250000000004}, {\"pH\": \"3.42\", \"support\": 48, \"avg_response\": 0.2547916666666667}, {\"pH\": \"2.98\", \"support\": 41, \"avg_response\": 0.2675609756097561}, {\"pH\": \"3.39\", \"support\": 40, \"avg_response\": 0.3075}, {\"pH\": \"3.4\", \"support\": 39, \"avg_response\": 0.2615384615384615}, {\"pH\": \"2.93\", \"support\": 38, \"avg_response\": 0.2682894736842105}, {\"pH\": \"2.94\", \"support\": 35, \"avg_response\": 0.2612857142857143}, {\"pH\": \"3.44\", \"support\": 33, \"avg_response\": 0.2953030303030303}, {\"pH\": \"2.97\", \"support\": 32, \"avg_response\": 0.29765625}, {\"pH\": \"2.9\", \"support\": 31, \"avg_response\": 0.23451612903225805}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0489fc5adbd7f4cfe5653006e949401275442c0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.700401+00:00", + "ended_at": "2026-05-04T08:19:07.708315+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_acc895c4bfd7ceed", + "problem_id": "v2p_n3_5f3f8c26ae2a853e", + "dataset_id": "n3", + "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=volatile acidity, key_col=pH.", + "bindings": { + "key_col": "pH", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_acc895c4bfd7ceed.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_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_acc895c4bfd7ceed/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_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0deb8e8ecc0ca7b23d3f15f4243f1e4fe2de2cd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7978, "bytes_utf8": 7978, "lines": 243, "estimated_tokens": 2299}} +{"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": 120}, "usage": {"input_tokens": 22390, "cached_input_tokens": 20864, "output_tokens": 136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23bdf8d784f6f79342de7c99b4c4778738b7d288 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_adf9c928b0908d5f", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 20864, + "output_tokens": 136, + "total_tokens": 22526, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28237.83, + "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_c\\n3\\artifacts\\v2q_n3_adf9c928b0908d5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58dfd955a546805aef7a82c2759da687180b4722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/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": "2026-05-04T07:54:43.728184+00:00", + "ended_at": "2026-05-04T07:55:11.965622+00:00", + "elapsed_ms": 28237.83, + "prompt_metrics": { + "chars": 7978, + "bytes_utf8": 7978, + "lines": 243, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22390, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..165d728b08358c7bb22a7ea151e64e9ca548521b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8116e7679b723ac4cc34b522adffcf1030e04358 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-7d08-7733-ac09-13890f96f15f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", and target_value='5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22390,"cached_input_tokens":20864,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b9dd0bf8daf5643a042fcc937aa6d443445507 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", and target_value='5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f87d5016d08bf8959991ea4e00346dc95491e0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:43.899866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:46.319955Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:11.183697Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9482295da6ae7821cbb695a6f859051ce9b798e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10.3", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.5", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.6", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.7", "quality": "5", "target_rate": 1.0}, {"fixed acidity": "4.8", "quality": "5", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38e340a9214936653f3f8a6ccf59f3f99e10929a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_adf9c928b0908d5f +-- problem_id: v2p_n3_25e58a22482e1fd4 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8899e9f2017ba3720f66e43581ad6ed78f82cb9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.1\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.15\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.2\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.4\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.8\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.1\", \"quality\": \"5\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"quality\": \"5\", \"target_rate\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c3e3f3b1d587bc3215af1d5e344c5dae8da3949 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:54:43.724832+00:00", + "ended_at": "2026-05-04T07:55:12.011876+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_adf9c928b0908d5f", + "problem_id": "v2p_n3_25e58a22482e1fd4", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "5", + "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": 0.55, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_adf9c928b0908d5f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_adf9c928b0908d5f", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 20864, + "output_tokens": 136, + "total_tokens": 22526, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28237.83, + "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_c\\n3\\artifacts\\v2q_n3_adf9c928b0908d5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe1b02bbf93afa4edf93b4de35ccbc25175ef794 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_adf9c928b0908d5f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:11.994847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28237.83, "started_at": "2026-05-04T07:54:43.728184+00:00", "ended_at": "2026-05-04T07:55:11.965622+00:00", "prompt_metrics": {"chars": 7978, "bytes_utf8": 7978, "lines": 243, "estimated_tokens": 2299}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22390, "cached_input_tokens": 20864, "output_tokens": 136}, "stderr_preview": "2026-05-04T07:54:43.899866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:46.319955Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "8", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee3afebf55cf8e3a13f8bafb174958b7acf128a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-40b7-7e52-9ce2-3c73810ee933"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"sulphates\\\", target_col=\\\"quality\\\", target_value='8'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22396,"cached_input_tokens":21888,"output_tokens":146}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdff9e4c358747d2de7f1b384959005b40d428f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"sulphates\", target_col=\"quality\", target_value='8'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..119c9dc0a8e5ffd8fdf8e1a05f77ad8e47be8460 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:33.989869Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:36.347620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:43.639670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a01a4fcb215586a4e7d4b17dd59cefbc06b91eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality. +Result preview: [{"fixed acidity": "3.9", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "4.4", "sulphates": "0.36", "target_rate": 1.0}, {"fixed acidity": "4.9", "sulphates": "0.59", "target_rate": 1.0}, {"fixed acidity": "5", "sulphates": "0.34", "target_rate": 1.0}, {"fixed acidity": "5", "sulphates": "0.51", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a21b6454e13738543f0dcf8896818337340671c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_aeecb2a421621a8f +-- problem_id: v2p_n3_2d7212aac0f5eb5e +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..948be386c7f79295402230ecb112774ea8a1cf15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"sulphates\",\n AVG(CASE WHEN \"quality\" = '8' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '8' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"3.9\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.4\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.9\", \"sulphates\": \"0.59\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5\", \"sulphates\": \"0.51\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.33\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.49\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"sulphates\": \"0.84\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"sulphates\": \"0.36\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.27\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.53\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.4\", \"sulphates\": \"0.77\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.32\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"sulphates\": \"0.95\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.7\", \"sulphates\": \"0.34\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.9\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.94\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"sulphates\": \"0.65\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.26\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"sulphates\": \"0.69\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.78\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.79\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.76\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.25\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.27\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.63\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"sulphates\": \"0.75\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.33\", \"target_rate\": 0.75}, {\"fixed acidity\": \"6.2\", \"sulphates\": \"0.39\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.71\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.64\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.1\", \"sulphates\": \"0.48\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.4\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.8\", \"sulphates\": \"0.37\", \"target_rate\": 0.6666666666666666}, {\"fixed acidity\": \"7.6\", \"sulphates\": \"0.46\", \"target_rate\": 0.6}, {\"fixed acidity\": \"5.5\", \"sulphates\": \"0.49\", \"target_rate\": 0.5}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.33\", \"target_rate\": 0.5}, {\"fixed acidity\": \"5.8\", \"sulphates\": \"0.57\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.3\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.5\", \"sulphates\": \"0.65\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.34\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.32\", \"target_rate\": 0.5}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.32\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.41\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.53\", \"target_rate\": 0.5}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.38\", \"target_rate\": 0.5}, {\"fixed acidity\": \"8\", \"sulphates\": \"0.39\", \"target_rate\": 0.5}, {\"fixed acidity\": \"8.2\", \"sulphates\": \"0.32\", \"target_rate\": 0.5}, {\"fixed acidity\": \"7\", \"sulphates\": \"0.38\", \"target_rate\": 0.4166666666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17dbb6d09c4a15663a17c30d89f20d3f750221a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:55:33.829492+00:00", + "ended_at": "2026-05-04T07:55:44.150982+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_aeecb2a421621a8f", + "problem_id": "v2p_n3_2d7212aac0f5eb5e", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=fixed acidity, group_col_2=sulphates, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "target_col": "quality", + "target_value": "8", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_aeecb2a421621a8f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_aeecb2a421621a8f", + "api_calls": 0, + "input_tokens": 22396, + "cached_input_tokens": 21888, + "output_tokens": 146, + "total_tokens": 22542, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2305, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2435, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10285.28, + "sql_execution_elapsed_ms_total": 6.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_aeecb2a421621a8f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9eed2919fe4a6d0a43112d2f21965558a1d5a0a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_aeecb2a421621a8f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:44.130226+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10285.28, "started_at": "2026-05-04T07:55:33.832437+00:00", "ended_at": "2026-05-04T07:55:44.114184+00:00", "prompt_metrics": {"chars": 7985, "bytes_utf8": 7985, "lines": 243, "estimated_tokens": 2305}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22396, "cached_input_tokens": 21888, "output_tokens": 146}, "stderr_preview": "2026-05-04T07:55:33.989869Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:36.347620Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "quality", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..555fafa08e6d928c8ed96ae73dcd912b30ee6393 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-8976-7e40-a9e3-6bddf62db242"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"citric acid\\\" AS REAL) >= 0.39\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"quality\\\". Cast \\\"citric acid\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22338,"cached_input_tokens":20864,"output_tokens":176}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b79ec983ac922afca8b51392897816818f57a20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"citric acid\" AS REAL) >= 0.39\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"quality\". Cast \"citric acid\" 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_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a8da95adfd8566183ce42377d50432e2a8a13a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:29.586340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:32.021403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:42.326478Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3e467e622474ca2ba7940bbd1eb9c2fd7a38a70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/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=quality. +Result preview: [{"quality": "6", "support": 536}, {"quality": "5", "support": 453}, {"quality": "7", "support": 161}, {"quality": "4", "support": 45}, {"quality": "8", "support": 31}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aec19b2c90ee5a03421aaa9fb3bba762373ae43b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b181feb4f45ca486 +-- problem_id: v2p_n3_64310a4e89144763 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("citric acid" AS REAL) >= 0.39 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c5a626ee0adbba2a53859245ec515a1233dccbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/query_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 \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"citric acid\" AS REAL) >= 0.39\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"citric acid\\\" AS REAL) >= 0.39\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"quality\", \"support\"], \"rows\": [{\"quality\": \"6\", \"support\": 536}, {\"quality\": \"5\", \"support\": 453}, {\"quality\": \"7\", \"support\": 161}, {\"quality\": \"4\", \"support\": 45}, {\"quality\": \"8\", \"support\": 31}, {\"quality\": \"3\", \"support\": 5}, {\"quality\": \"9\", \"support\": 2}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ece0d92b79adf72c008fca4298a23cf4c3d1438 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:39:29.389012+00:00", + "ended_at": "2026-05-04T07:39:42.974921+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b181feb4f45ca486", + "problem_id": "v2p_n3_64310a4e89144763", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_b181feb4f45ca486.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b181feb4f45ca486", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 176, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2353, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13554.38, + "sql_execution_elapsed_ms_total": 2.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b181feb4f45ca486\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eba341cff18c80d5b70dfd96f12978a53a073ff7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:42.965148+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13554.38, "started_at": "2026-05-04T07:39:29.391205+00:00", "ended_at": "2026-05-04T07:39:42.944836+00:00", "prompt_metrics": {"chars": 7853, "bytes_utf8": 7853, "lines": 242, "estimated_tokens": 2249}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22338, "cached_input_tokens": 20864, "output_tokens": 176}, "stderr_preview": "2026-05-04T07:39:29.586340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:32.021403Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.39\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"quality\\\". Cast \\\"citric acid\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d93c7495428ba72744ebd40bf162f81c3258b6be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b181feb4f45ca486/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b181feb4f45ca486", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 20864, + "output_tokens": 176, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2353, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13554.38, + "sql_execution_elapsed_ms_total": 2.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b181feb4f45ca486\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ddb907b391cdf26bedcd843efdbfc71e5474079 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7971, "bytes_utf8": 7971, "lines": 244, "estimated_tokens": 2283}} +{"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": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22372, "cached_input_tokens": 19840, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ecdf0b6338521a9b3807206e8d91eef0666e8fea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b1a98f308d776635", + "api_calls": 0, + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2283, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17524.82, + "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_c\\n3\\artifacts\\v2q_n3_b1a98f308d776635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7d2426a4600805ec8ed1e1e96dca1c0f2c8c858d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/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": "2026-05-04T07:47:36.317546+00:00", + "ended_at": "2026-05-04T07:47:53.843347+00:00", + "elapsed_ms": 17524.82, + "prompt_metrics": { + "chars": 7971, + "bytes_utf8": 7971, + "lines": 244, + "estimated_tokens": 2283 + }, + "stdout_metrics": { + "chars": 876, + "bytes_utf8": 876, + "lines": 4, + "estimated_tokens": 254 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 538, + "bytes_utf8": 538, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22372, + "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_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f53125b9ed34a582f3a5dbba025d1cb47224462 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=free sulfur dioxide.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d58b806bf3fb123b8f8c139b9332dfc3a69161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-06c5-7660-a41c-6d75c87bfbe2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"citric acid\\\" AS REAL) >= 0.39\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"quality\\\", measure_col=\\\"free sulfur dioxide\\\", predicate_col=\\\"citric acid\\\", predicate_op=\\\">=\\\", predicate_value=0.39, and top_k=13. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22372,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d78097643e0b2500f615fa427413c33d821ac51a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"quality\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"citric acid\" AS REAL) >= 0.39\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required template with group_col=\"quality\", measure_col=\"free sulfur dioxide\", predicate_col=\"citric acid\", predicate_op=\">=\", predicate_value=0.39, and top_k=13. 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_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fb9e6da20066addcba8835338e2f2cbde427b3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:40.512510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:43.032698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:52.776693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47237e956908de14592987957a927dce5be303db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/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=quality, measure_col=free sulfur dioxide. +Result preview: [{"quality": "6", "total_measure": 20354.0}, {"quality": "5", "total_measure": 18074.0}, {"quality": "7", "total_measure": 5968.0}, {"quality": "4", "total_measure": 1269.0}, {"quality": "8", "total_measure": 1184.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d75419440dd4797a6df7e59599c5251347bde51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b1a98f308d776635 +-- problem_id: v2p_n3_0dfdbfb24b212185 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("citric acid" AS REAL) >= 0.39 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3df04fe3085790410c517e62fe6cc350302211e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/query_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 \"quality\", SUM(CAST(\"free sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"citric acid\" AS REAL) >= 0.39\nGROUP BY \"quality\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"quality\\\", SUM(CAST(\\\"free sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"citric acid\\\" AS REAL) >= 0.39\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"quality\", \"total_measure\"], \"rows\": [{\"quality\": \"6\", \"total_measure\": 20354.0}, {\"quality\": \"5\", \"total_measure\": 18074.0}, {\"quality\": \"7\", \"total_measure\": 5968.0}, {\"quality\": \"4\", \"total_measure\": 1269.0}, {\"quality\": \"8\", \"total_measure\": 1184.0}, {\"quality\": \"3\", \"total_measure\": 66.0}, {\"quality\": \"9\", \"total_measure\": 59.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc7ff04088a6f7e1e6ee28295c9600af4e05eb57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:47:36.315132+00:00", + "ended_at": "2026-05-04T07:47:53.873277+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b1a98f308d776635", + "problem_id": "v2p_n3_0dfdbfb24b212185", + "dataset_id": "n3", + "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=quality, measure_col=free sulfur dioxide.", + "bindings": { + "group_col": "quality", + "measure_col": "free sulfur dioxide", + "predicate_col": "citric acid", + "predicate_op": ">=", + "predicate_value": 0.39, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_b1a98f308d776635.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b1a98f308d776635", + "api_calls": 0, + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2283, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17524.82, + "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_c\\n3\\artifacts\\v2q_n3_b1a98f308d776635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae92fd1bae1f70c66d9a6b5971d0ca978d0a56a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:53.863179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17524.82, "started_at": "2026-05-04T07:47:36.317546+00:00", "ended_at": "2026-05-04T07:47:53.843347+00:00", "prompt_metrics": {"chars": 7971, "bytes_utf8": 7971, "lines": 244, "estimated_tokens": 2283}, "response_metrics": {"chars": 538, "bytes_utf8": 538, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22372, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:47:40.512510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:43.032698Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.39\\nGROUP BY \\\"quality\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"quality\\\", measure_col=\\\"free sulfur dioxide\\\", predicate_col=\\\"citric acid\\\", predicate_op=\\\">=\\\", predicate_value=0.39, and top_k=13. 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_c/n3/artifacts/v2q_n3_b1a98f308d776635/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df0329f67969d5a27694fb46555688cc676b0b19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b1a98f308d776635/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b1a98f308d776635", + "api_calls": 0, + "input_tokens": 22372, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22524, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2283, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17524.82, + "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_c\\n3\\artifacts\\v2q_n3_b1a98f308d776635\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf08bf5d18b4213ab366ce0aece39c9984f4dfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6.8", "support": 308, "support_share": 0.06288280930992242, "support_rank": 1}, {"value_label": "6.6", "support": 290, "support_share": 0.05920783993466721, "support_rank": 2}, {"value_label": "6.4", "support": 280, "support_share": 0.05716619028174765, "support_rank": 3}, {"value_label": "6.9", "support": 241, "support_share": 0.04920375663536137, "support_rank": 4}, {"value_label": "6.7", "support": 236, "support_share": 0.04818293180890159, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd01cf983ee979bd5ca058ca68d42ee3c4fa741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b56e9824c64ef196 +-- problem_id: v2p_n3_6929d784dee0002a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +) +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_c/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13153bd25051551873427c644c62361e4eceb4fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/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_c\n-- sql_source_dataset_id: n3\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_n3_b56e9824c64ef196\n-- problem_id: v2p_n3_6929d784dee0002a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"fixed acidity\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"fixed acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_b56e9824c64ef196\\n-- problem_id: v2p_n3_6929d784dee0002a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"fixed acidity\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"fixed acidity\\\"\\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\": \"6.8\", \"support\": 308, \"support_share\": 0.06288280930992242, \"support_rank\": 1}, {\"value_label\": \"6.6\", \"support\": 290, \"support_share\": 0.05920783993466721, \"support_rank\": 2}, {\"value_label\": \"6.4\", \"support\": 280, \"support_share\": 0.05716619028174765, \"support_rank\": 3}, {\"value_label\": \"6.9\", \"support\": 241, \"support_share\": 0.04920375663536137, \"support_rank\": 4}, {\"value_label\": \"6.7\", \"support\": 236, \"support_share\": 0.04818293180890159, \"support_rank\": 5}, {\"value_label\": \"7\", \"support\": 232, \"support_share\": 0.04736627194773377, \"support_rank\": 6}, {\"value_label\": \"6.5\", \"support\": 225, \"support_share\": 0.045937117190690074, \"support_rank\": 7}, {\"value_label\": \"7.2\", \"support\": 206, \"support_share\": 0.042057982850142915, \"support_rank\": 8}, {\"value_label\": \"7.1\", \"support\": 200, \"support_share\": 0.04083299305839118, \"support_rank\": 9}, {\"value_label\": \"7.4\", \"support\": 194, \"support_share\": 0.03960800326663944, \"support_rank\": 10}, {\"value_label\": \"6.2\", \"support\": 192, \"support_share\": 0.039199673336055535, \"support_rank\": 11}, {\"value_label\": \"6.3\", \"support\": 188, \"support_share\": 0.038383013474887706, \"support_rank\": 12}, {\"value_label\": \"6\", \"support\": 184, \"support_share\": 0.037566353613719884, \"support_rank\": 13}, {\"value_label\": \"7.3\", \"support\": 178, \"support_share\": 0.03634136382196815, \"support_rank\": 14}, {\"value_label\": \"6.1\", \"support\": 155, \"support_share\": 0.03164556962025317, \"support_rank\": 15}, {\"value_label\": \"7.6\", \"support\": 153, \"support_share\": 0.031237239689669252, \"support_rank\": 16}, {\"value_label\": \"7.5\", \"support\": 123, \"support_share\": 0.025112290730910574, \"support_rank\": 17}, {\"value_label\": \"5.8\", \"support\": 121, \"support_share\": 0.024703960800326663, \"support_rank\": 18}, {\"value_label\": \"5.9\", \"support\": 103, \"support_share\": 0.021028991425071458, \"support_rank\": 19}, {\"value_label\": \"7.7\", \"support\": 93, \"support_share\": 0.0189873417721519, \"support_rank\": 20}, {\"value_label\": \"7.8\", \"support\": 93, \"support_share\": 0.0189873417721519, \"support_rank\": 21}, {\"value_label\": \"5.7\", \"support\": 88, \"support_share\": 0.01796651694569212, \"support_rank\": 22}, {\"value_label\": \"8\", \"support\": 80, \"support_share\": 0.016333197223356473, \"support_rank\": 23}, {\"value_label\": \"7.9\", \"support\": 74, \"support_share\": 0.015108207431604737, \"support_rank\": 24}, {\"value_label\": \"5.6\", \"support\": 71, \"support_share\": 0.014495712535728868, \"support_rank\": 25}, {\"value_label\": \"8.1\", \"support\": 56, \"support_share\": 0.011433238056349531, \"support_rank\": 26}, {\"value_label\": \"8.2\", \"support\": 56, \"support_share\": 0.011433238056349531, \"support_rank\": 27}, {\"value_label\": \"8.3\", \"support\": 52, \"support_share\": 0.010616578195181707, \"support_rank\": 28}, {\"value_label\": \"8.4\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 29}, {\"value_label\": \"8.5\", \"support\": 32, \"support_share\": 0.006533278889342589, \"support_rank\": 30}, {\"value_label\": \"5.5\", \"support\": 31, \"support_share\": 0.006329113924050633, \"support_rank\": 31}, {\"value_label\": \"5.2\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 32}, {\"value_label\": \"5.4\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 33}, {\"value_label\": \"5.3\", \"support\": 27, \"support_share\": 0.005512454062882809, \"support_rank\": 34}, {\"value_label\": \"8.6\", \"support\": 25, \"support_share\": 0.005104124132298897, \"support_rank\": 35}, {\"value_label\": \"5\", \"support\": 24, \"support_share\": 0.004899959167006942, \"support_rank\": 36}, {\"value_label\": \"5.1\", \"support\": 23, \"support_share\": 0.0046957942017149855, \"support_rank\": 37}, {\"value_label\": \"9.2\", \"support\": 21, \"support_share\": 0.004287464271131074, \"support_rank\": 38}, {\"value_label\": \"8.8\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"support_rank\": 39}, {\"value_label\": \"9\", \"support\": 17, \"support_share\": 0.0034708044099632505, \"support_rank\": 40}, {\"value_label\": \"8.9\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 41}, {\"value_label\": \"8.7\", \"support\": 15, \"support_share\": 0.0030624744793793387, \"support_rank\": 42}, {\"value_label\": \"9.4\", \"support\": 11, \"support_share\": 0.002245814618211515, \"support_rank\": 43}, {\"value_label\": \"4.8\", \"support\": 9, \"support_share\": 0.0018374846876276032, \"support_rank\": 44}, {\"value_label\": \"9.8\", \"support\": 8, \"support_share\": 0.0016333197223356473, \"support_rank\": 45}, {\"value_label\": \"4.9\", \"support\": 7, \"support_share\": 0.0014291547570436914, \"support_rank\": 46}, {\"value_label\": \"9.1\", \"support\": 6, \"support_share\": 0.0012249897917517355, \"support_rank\": 47}, {\"value_label\": \"4.7\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 48}, {\"value_label\": \"9.6\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"support_rank\": 49}, {\"value_label\": \"9.7\", \"support\": 4, \"support_share\": 0.0008166598611678236, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f989a7f076dafadf5c3674e55c1b1bb42b9941a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.352697+00:00", + "ended_at": "2026-05-04T08:19:07.359018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b56e9824c64ef196", + "problem_id": "v2p_n3_6929d784dee0002a", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity" + }, + "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_c\\n3\\sql\\v2q_n3_b56e9824c64ef196.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_c/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b56e9824c64ef196/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_c/n3/artifacts/v2q_n3_b7080678365f4577/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ca49323056d8368ac0fccd87285f2680afa6c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total sulfur dioxide": "111", "support": 69, "avg_response": 0.24978260869565216}, {"total sulfur dioxide": "113", "support": 61, "avg_response": 0.2747540983606558}, {"total sulfur dioxide": "117", "support": 57, "avg_response": 0.2715789473684211}, {"total sulfur dioxide": "118", "support": 55, "avg_response": 0.2671818181818182}, {"total sulfur dioxide": "128", "support": 54, "avg_response": 0.28879629629629633}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b027d1f1052716e4b07c42bbe1d44a6f0c11345 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b7080678365f4577 +-- problem_id: v2p_n3_0f43f4d7759b1656 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6808d77a9e6e70633544e791d9494c33007d728f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/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_c\n-- sql_source_dataset_id: n3\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_n3_b7080678365f4577\n-- problem_id: v2p_n3_0f43f4d7759b1656\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_b7080678365f4577\\n-- problem_id: v2p_n3_0f43f4d7759b1656\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 0.24978260869565216}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 0.2747540983606558}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 0.2715789473684211}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 0.2671818181818182}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 0.28879629629629633}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 0.28203703703703703}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 0.2596296296296296}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 0.24027777777777778}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 0.2839622641509434}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 0.24076923076923076}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 0.306}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 0.2869}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 0.26224489795918365}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 0.24540816326530612}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 0.24989583333333332}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 0.30085106382978727}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 0.3}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 0.29202127659574467}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 0.2845744680851064}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 0.2721276595744681}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 0.26148936170212767}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 0.2530851063829787}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 0.24457446808510636}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 0.3001086956521739}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 0.25815217391304346}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 0.295}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 0.2712222222222222}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 0.2526666666666667}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 0.25931818181818184}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 0.2575}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 0.24670454545454545}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 0.2754651162790698}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 0.2652325581395349}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 0.2875}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 0.27714285714285714}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 0.29548780487804877}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 0.29329268292682925}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 0.2675609756097561}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 0.2407317073170732}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 0.3005128205128205}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 0.2896153846153846}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 0.28935897435897434}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 0.27564102564102566}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 0.2726315789473684}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 0.25697368421052635}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 0.2532894736842105}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 0.3}, {\"total sulfur dioxide\": \"100\", \"support\": 37, \"avg_response\": 0.2875675675675676}, {\"total sulfur dioxide\": \"102\", \"support\": 37, \"avg_response\": 0.2797297297297297}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 0.2686486486486486}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b5cd4c8034074a39b718610b88686846b9b85c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.619655+00:00", + "ended_at": "2026-05-04T08:19:07.627198+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b7080678365f4577", + "problem_id": "v2p_n3_0f43f4d7759b1656", + "dataset_id": "n3", + "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=volatile acidity, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_b7080678365f4577.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_c/n3/artifacts/v2q_n3_b7080678365f4577/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b7080678365f4577/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_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af8d658921f562f6cd3f4d95788a3f23e2322449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7951, "bytes_utf8": 7951, "lines": 244, "estimated_tokens": 2284}} +{"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": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22373, "cached_input_tokens": 19840, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2ae3504e6f70d4c4051ffe569bc9bb1144618ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b729e396429d5626", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14513.04, + "sql_execution_elapsed_ms_total": 6.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b729e396429d5626\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7842899b9a6df120bdbc1d6125e1fb105d7afea3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/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": "2026-05-04T07:48:33.269765+00:00", + "ended_at": "2026-05-04T07:48:47.776814+00:00", + "elapsed_ms": 14513.04, + "prompt_metrics": { + "chars": 7951, + "bytes_utf8": 7951, + "lines": 244, + "estimated_tokens": 2284 + }, + "stdout_metrics": { + "chars": 784, + "bytes_utf8": 784, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 450, + "bytes_utf8": 450, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22373, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb5640db0396798ae196ca2aeafc34869752b54a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=density.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a38a43deafe9d997f32a17598568d79e630b935f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-d5f4-7302-bf51-160325f802a0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"density\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"sulphates\\\", measure_col=\\\"density\\\", predicate_col=\\\"chlorides\\\". Cast TEXT columns to REAL for numeric aggregation and filtering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22373,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff52d5d8cade6105c005181b13eec381cc2f15f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"sulphates\", SUM(CAST(\"density\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the required template with bound roles: group_col=\"sulphates\", measure_col=\"density\", predicate_col=\"chlorides\". Cast TEXT 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_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bff2b38226dc5fcbafda7ea38c24393cd6ce4612 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:33.446447Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:35.930885Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:46.932637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..841118cd59ee449953645578008b4b4b57abbcfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/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=sulphates, measure_col=density. +Result preview: [{"sulphates": "0.5", "total_measure": 93.62458}, {"sulphates": "0.44", "total_measure": 71.70874}, {"sulphates": "0.46", "total_measure": 65.70898}, {"sulphates": "0.47", "total_measure": 61.69098}, {"sulphates": "0.49", "total_measure": 59.78522}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd6d193735d1ec58059958e6fae21db600013db1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b729e396429d5626 +-- problem_id: v2p_n3_bce5887ec0ad90ac +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("density" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29e86c3d24801389a2961665dc2e569727ef85be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/query_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 \"sulphates\", SUM(CAST(\"density\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"density\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 93.62458}, {\"sulphates\": \"0.44\", \"total_measure\": 71.70874}, {\"sulphates\": \"0.46\", \"total_measure\": 65.70898}, {\"sulphates\": \"0.47\", \"total_measure\": 61.69098}, {\"sulphates\": \"0.49\", \"total_measure\": 59.78522}, {\"sulphates\": \"0.38\", \"total_measure\": 59.77631}, {\"sulphates\": \"0.52\", \"total_measure\": 59.71819}, {\"sulphates\": \"0.48\", \"total_measure\": 57.75243}, {\"sulphates\": \"0.45\", \"total_measure\": 56.7239}, {\"sulphates\": \"0.42\", \"total_measure\": 56.71739}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0d1b6bedce47ce942760280c08578af3bdf2c94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:48:33.266987+00:00", + "ended_at": "2026-05-04T07:48:47.829358+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b729e396429d5626", + "problem_id": "v2p_n3_bce5887ec0ad90ac", + "dataset_id": "n3", + "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=sulphates, measure_col=density.", + "bindings": { + "group_col": "sulphates", + "measure_col": "density", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_b729e396429d5626.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b729e396429d5626", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14513.04, + "sql_execution_elapsed_ms_total": 6.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b729e396429d5626\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d06cc9e3818c28fab8cadc3ce05971c4bd207da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:47.809822+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14513.04, "started_at": "2026-05-04T07:48:33.269765+00:00", "ended_at": "2026-05-04T07:48:47.776814+00:00", "prompt_metrics": {"chars": 7951, "bytes_utf8": 7951, "lines": 244, "estimated_tokens": 2284}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22373, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:48:33.446447Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:35.930885Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"sulphates\\\", measure_col=\\\"density\\\", predicate_col=\\\"chlorides\\\". Cast TEXT columns to REAL for numeric aggregation and filtering in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2584f94a15e7c4ba9ca2a1e2fd305c967f96c5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b729e396429d5626/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b729e396429d5626", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14513.04, + "sql_execution_elapsed_ms_total": 6.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b729e396429d5626\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1a413fb95dc17e7c97f5b7e99b75c34d2798905 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7856, "bytes_utf8": 7856, "lines": 242, "estimated_tokens": 2253}} +{"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": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22342, "cached_input_tokens": 19840, "output_tokens": 136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f15240fc5bec2d29044f5dd6b9b810f649262b19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b93686258f7ad0ff", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14626.3, + "sql_execution_elapsed_ms_total": 3.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b93686258f7ad0ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98f37e4688fcc0332b387ec5a9360b23610df21c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/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": "2026-05-04T07:40:18.433513+00:00", + "ended_at": "2026-05-04T07:40:33.059806+00:00", + "elapsed_ms": 14626.3, + "prompt_metrics": { + "chars": 7856, + "bytes_utf8": 7856, + "lines": 242, + "estimated_tokens": 2253 + }, + "stdout_metrics": { + "chars": 784, + "bytes_utf8": 784, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22342, + "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_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bd9e4417a1b4db9ca16f3fb77ba1022fa255a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sulphates", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..179e8fdc88e4f5371081cc9b85b40ddbb65a2bfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-48fe-7da0-aa28-1a43e64363d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"sulphates\\\" and predicate_col bound to \\\"chlorides\\\". Cast \\\"chlorides\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22342,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d26a999273ee10d3419a9be85f862b6875afdaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"sulphates\" and predicate_col bound to \"chlorides\". Cast \"chlorides\" 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_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e935d5c54f067c9234a5cacf3ec32a17141201e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:18.614773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:20.848395Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:32.207357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0dfaaead775e7074ebac43d3bf459e1ec783965 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/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=sulphates. +Result preview: [{"sulphates": "0.5", "support": 94}, {"sulphates": "0.44", "support": 72}, {"sulphates": "0.46", "support": 66}, {"sulphates": "0.47", "support": 62}, {"sulphates": "0.52", "support": 60}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7791ec309c7f8e71803882626ce57a4dcbf64e12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b93686258f7ad0ff +-- problem_id: v2p_n3_299a9503b65d7e82 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..451201a85808f3994c4c19f43bbeb04a52429ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/query_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 \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"chlorides\" AS REAL) >= 0.05\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"chlorides\\\" AS REAL) >= 0.05\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"sulphates\", \"support\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 94}, {\"sulphates\": \"0.44\", \"support\": 72}, {\"sulphates\": \"0.46\", \"support\": 66}, {\"sulphates\": \"0.47\", \"support\": 62}, {\"sulphates\": \"0.52\", \"support\": 60}, {\"sulphates\": \"0.49\", \"support\": 60}, {\"sulphates\": \"0.38\", \"support\": 60}, {\"sulphates\": \"0.48\", \"support\": 58}, {\"sulphates\": \"0.45\", \"support\": 57}, {\"sulphates\": \"0.42\", \"support\": 57}, {\"sulphates\": \"0.43\", \"support\": 51}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6bc85f2bb20ff78a2dbfc749ea4bad04b19f3b15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:40:18.431490+00:00", + "ended_at": "2026-05-04T07:40:33.094255+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b93686258f7ad0ff", + "problem_id": "v2p_n3_299a9503b65d7e82", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "predicate_col": "chlorides", + "predicate_op": ">=", + "predicate_value": 0.05, + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_b93686258f7ad0ff.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b93686258f7ad0ff", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14626.3, + "sql_execution_elapsed_ms_total": 3.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b93686258f7ad0ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ee25660bec5e18a9a1f7fadc05b30aacd4c99a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:33.079898+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14626.3, "started_at": "2026-05-04T07:40:18.433513+00:00", "ended_at": "2026-05-04T07:40:33.059806+00:00", "prompt_metrics": {"chars": 7856, "bytes_utf8": 7856, "lines": 242, "estimated_tokens": 2253}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22342, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T07:40:18.614773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:20.848395Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"sulphates\\\" and predicate_col bound to \\\"chlorides\\\". Cast \\\"chlorides\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..623c0e4913367e26d6241c10972ff85fc9889010 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b93686258f7ad0ff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_b93686258f7ad0ff", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14626.3, + "sql_execution_elapsed_ms_total": 3.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_b93686258f7ad0ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7346e88c97b92fdefacce58a1023ff243764a7f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"chlorides": "0.044", "support": 201, "avg_response": 6.870149253731344}, {"chlorides": "0.036", "support": 200, "avg_response": 6.701499999999999}, {"chlorides": "0.042", "support": 184, "avg_response": 6.960326086956522}, {"chlorides": "0.04", "support": 182, "avg_response": 6.940659340659341}, {"chlorides": "0.046", "support": 181, "avg_response": 6.8397790055248615}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c4f3899a1336c20c615f3054d5ae2ea6b2f8a42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b9bd8cf7fd0fc6af +-- problem_id: v2p_n3_9feb120b16a89160 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77827cb1a665d415bb0e83cc4c01c4ee1871e6fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/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_c\n-- sql_source_dataset_id: n3\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_n3_b9bd8cf7fd0fc6af\n-- problem_id: v2p_n3_9feb120b16a89160\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_b9bd8cf7fd0fc6af\\n-- problem_id: v2p_n3_9feb120b16a89160\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 6.870149253731344}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 6.701499999999999}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 6.960326086956522}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 6.940659340659341}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 6.8397790055248615}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 6.842528735632183}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 6.832163742690058}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 7.109705882352942}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 6.961764705882353}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 6.786904761904762}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 6.710778443113773}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 6.907500000000001}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 6.801910828025478}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 6.851700680272109}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 6.843262411347518}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 6.93609022556391}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 6.9192307692307695}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 6.783076923076923}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 6.884033613445379}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 6.802608695652173}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 6.824770642201835}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 6.5777777777777775}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 6.736448598130841}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 6.785576923076923}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 7.034343434343434}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 7.163636363636363}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 6.744705882352941}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 6.690123456790123}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 7.0661764705882355}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 7.103278688524591}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 6.501724137931035}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 6.861111111111111}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 7.0509433962264145}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 6.839130434782609}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 7.066666666666666}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 7.1000000000000005}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 6.7266666666666675}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 7.06}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 6.852173913043478}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 6.74}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 6.994736842105263}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 6.842105263157895}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 6.515789473684211}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 7.23888888888889}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 6.888888888888889}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 6.583333333333333}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 6.49375}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 6.706666666666666}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 7.2700000000000005}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 6.811111111111111}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52e6304108a613678fc8a8b44897c3aad1f9ddf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.533423+00:00", + "ended_at": "2026-05-04T08:19:07.540893+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_b9bd8cf7fd0fc6af", + "problem_id": "v2p_n3_9feb120b16a89160", + "dataset_id": "n3", + "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=fixed acidity, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_b9bd8cf7fd0fc6af.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_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_b9bd8cf7fd0fc6af/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_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..397378c6c75394f06b139e98035ac16172a3ff95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2299}} +{"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": 121}, "usage": {"input_tokens": 22390, "cached_input_tokens": 19840, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8d79d973d87474f32242884714c3be3a04fc336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bbc78c56ee3b4ff6", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10763.06, + "sql_execution_elapsed_ms_total": 4.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_bbc78c56ee3b4ff6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..919dbb9b9af4a16b4a627a82f67b70e8e84e22e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/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": "2026-05-04T07:55:57.011613+00:00", + "ended_at": "2026-05-04T07:56:07.772912+00:00", + "elapsed_ms": 10763.06, + "prompt_metrics": { + "chars": 7967, + "bytes_utf8": 7967, + "lines": 243, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 487, + "bytes_utf8": 487, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22390, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8455bd146f5767a0845e69f0a379e727f8e12ad3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "4", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80ec60690e5e15df77ecd9bb8d30c79a95c60687 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-9b46-7130-b165-ce878d89002a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"fixed acidity\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='4'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22390,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4464c5c974e8c76c8680be135dad62150b4f1976 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"fixed acidity\", group_col_2=\"quality\", target_col=\"quality\", target_value='4'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40bceea5e42e84971f4e5d1a6d26e44b9ae14b3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:57.174554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:59.640792Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:07.120000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1d090d3cdd0a9592c94eb55965d16b58df296cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality. +Result preview: [{"fixed acidity": "10", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "10.2", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "4.8", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "5.2", "quality": "4", "target_rate": 1.0}, {"fixed acidity": "5.3", "quality": "4", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da16be1484b0563cae7f575e95962d4802798a1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_bbc78c56ee3b4ff6 +-- problem_id: v2p_n3_913dc38767e23247 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cd5805fcfe73a15a3e132770627778890c0e4a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/query_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_two_dim_target_rate\nSELECT \"fixed acidity\", \"quality\",\n AVG(CASE WHEN \"quality\" = '4' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '4' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"fixed acidity\", \"quality\", \"target_rate\"], \"rows\": [{\"fixed acidity\": \"10\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"4.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"5.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.1\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"6.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.1\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"7.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.1\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.5\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.6\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.7\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"8.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.2\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.3\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.4\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.8\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"9.9\", \"quality\": \"4\", \"target_rate\": 1.0}, {\"fixed acidity\": \"10\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"fixed acidity\": \"10.7\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"11.8\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"fixed acidity\": \"14.2\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"fixed acidity\": \"3.8\", \"quality\": \"6\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..558adbb53e11765692343a9fefa5d9cbc1b7bf0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:55:57.009502+00:00", + "ended_at": "2026-05-04T07:56:07.807134+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bbc78c56ee3b4ff6", + "problem_id": "v2p_n3_913dc38767e23247", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "4", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "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_c\\n3\\sql\\v2q_n3_bbc78c56ee3b4ff6.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bbc78c56ee3b4ff6", + "api_calls": 0, + "input_tokens": 22390, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22527, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10763.06, + "sql_execution_elapsed_ms_total": 4.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_bbc78c56ee3b4ff6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7924ae44305b4425d6a9ed40edac55219b7a061 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bbc78c56ee3b4ff6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:07.795236+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10763.06, "started_at": "2026-05-04T07:55:57.011613+00:00", "ended_at": "2026-05-04T07:56:07.772912+00:00", "prompt_metrics": {"chars": 7967, "bytes_utf8": 7967, "lines": 243, "estimated_tokens": 2299}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22390, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:55:57.174554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:59.640792Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=chlorides.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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 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_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc2a7a34eb5b82f01e592346a9a6bfdd9c913ffe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-d496-75b3-8539-efc7b2615684"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"chlorides\\\". CAST to REAL is needed because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22305,"cached_input_tokens":21888,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08ec4f7a9ef9103d655fadbcf741446e8dce28b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"sulphates\" and measure_col bound to \"chlorides\". CAST to REAL is needed because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..616e4e21c9b9fdbab39e72279352fe1e020d5eb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:50.599173Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:54.002376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:03.156831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4af5a0594079d686a9fc9db3cc8b02c64b183bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/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=sulphates, measure_col=chlorides. +Result preview: [{"sulphates": "0.74", "avg_measure": 0.05057894736842105}, {"sulphates": "0.67", "avg_measure": 0.0504}, {"sulphates": "0.88", "avg_measure": 0.05014285714285714}, {"sulphates": "0.43", "avg_measure": 0.05006832298136646}, {"sulphates": "0.8", "avg_measure": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9de291b28fdafa8434ff2a18f3686c5efb580fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_bcc834ed3c4fb4ea +-- problem_id: v2p_n3_7dc0524c4dd2c1c7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c89820a8e8ac8463f680c040f9a156ec09d66029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/query_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 \"sulphates\",\n AVG(CAST(\"chlorides\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"chlorides\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"0.74\", \"avg_measure\": 0.05057894736842105}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.0504}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.05014285714285714}, {\"sulphates\": \"0.43\", \"avg_measure\": 0.05006832298136646}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.05}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.04918072289156626}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.04914925373134329}, {\"sulphates\": \"0.48\", \"avg_measure\": 0.04907821229050279}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.04898148148148148}, {\"sulphates\": \"0.47\", \"avg_measure\": 0.04847674418604651}, {\"sulphates\": \"0.45\", \"avg_measure\": 0.048286516853932586}, {\"sulphates\": \"0.51\", \"avg_measure\": 0.048171428571428566}, {\"sulphates\": \"0.49\", \"avg_measure\": 0.04808433734939759}, {\"sulphates\": \"0.5\", \"avg_measure\": 0.048}, {\"sulphates\": \"1.01\", \"avg_measure\": 0.048}, {\"sulphates\": \"0.38\", \"avg_measure\": 0.04797196261682243}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.04783333333333333}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.04762626262626263}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.04751470588235294}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.0471037037037037}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.04700000000000001}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.047}, {\"sulphates\": \"0.44\", \"avg_measure\": 0.046884259259259264}, {\"sulphates\": \"0.42\", \"avg_measure\": 0.04681767955801105}, {\"sulphates\": \"0.46\", \"avg_measure\": 0.046720000000000005}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.0462874251497006}, {\"sulphates\": \"0.3\", \"avg_measure\": 0.046096774193548386}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.04608974358974359}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.04608333333333334}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.04576923076923077}, {\"sulphates\": \"0.39\", \"avg_measure\": 0.045456953642384106}, {\"sulphates\": \"0.41\", \"avg_measure\": 0.045374100719424465}, {\"sulphates\": \"0.4\", \"avg_measure\": 0.045267857142857144}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.045}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.04493333333333334}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.044148148148148145}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.04406060606060606}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.043722222222222225}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.043454545454545454}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.043421052631578944}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.043176470588235295}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.043}, {\"sulphates\": \"0.35\", \"avg_measure\": 0.04291764705882353}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.042833333333333334}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.0428}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.04278409090909091}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.042600000000000006}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.04246391752577319}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.04184090909090909}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.0414375}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c57e4566b7e3bbcbf79c33f9ad15fd6e1405add --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:03:50.409890+00:00", + "ended_at": "2026-05-04T08:04:03.252920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bcc834ed3c4fb4ea", + "problem_id": "v2p_n3_7dc0524c4dd2c1c7", + "dataset_id": "n3", + "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=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "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 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=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_c\\n3\\sql\\v2q_n3_bcc834ed3c4fb4ea.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bcc834ed3c4fb4ea", + "api_calls": 0, + "input_tokens": 22305, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2214, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2321, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12800.53, + "sql_execution_elapsed_ms_total": 13.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_bcc834ed3c4fb4ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23cb091ba5e3c367d5c9d468a8279af240c28211 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bcc834ed3c4fb4ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:03.231680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12800.53, "started_at": "2026-05-04T08:03:50.413094+00:00", "ended_at": "2026-05-04T08:04:03.213706+00:00", "prompt_metrics": {"chars": 7753, "bytes_utf8": 7753, "lines": 240, "estimated_tokens": 2214}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22305, "cached_input_tokens": 21888, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:03:50.599173Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:54.002376Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "sulphates", + "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": 0.05, + "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_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfa48724e609bbf4b2cefe59c70df6fa109034e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-1819-7030-b81c-a23a85e09af6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"sulphates\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22268,"cached_input_tokens":19840,"output_tokens":96}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9fb02d40440df2f176f36ed85dc690fb1bd6b0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"sulphates\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41a132f5cd3b039a6e7048c1fb7dda2d3aec08a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:55.037512Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:57.673172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:07.942058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2bb58b50415acc6f5dec82e34b7ac66805dcfb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/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=sulphates. +Result preview: [{"sulphates": "0.5", "row_count": 249}, {"sulphates": "0.46", "row_count": 225}, {"sulphates": "0.44", "row_count": 216}, {"sulphates": "0.38", "row_count": 214}, {"sulphates": "0.42", "row_count": 181}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86e14d3a8c1696bfa901be7614d9229308111358 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_bdf6d786b2291cc4 +-- problem_id: v2p_n3_17ec370c5a8f74d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..282cbccc8c01da1b7af87074e492f796a9e0c67d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/query_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 \"sulphates\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"sulphates\", \"row_count\"], \"rows\": [{\"sulphates\": \"0.5\", \"row_count\": 249}, {\"sulphates\": \"0.46\", \"row_count\": 225}, {\"sulphates\": \"0.44\", \"row_count\": 216}, {\"sulphates\": \"0.38\", \"row_count\": 214}, {\"sulphates\": \"0.42\", \"row_count\": 181}, {\"sulphates\": \"0.48\", \"row_count\": 179}, {\"sulphates\": \"0.45\", \"row_count\": 178}, {\"sulphates\": \"0.47\", \"row_count\": 172}, {\"sulphates\": \"0.4\", \"row_count\": 168}, {\"sulphates\": \"0.54\", \"row_count\": 167}, {\"sulphates\": \"0.49\", \"row_count\": 166}, {\"sulphates\": \"0.43\", \"row_count\": 161}, {\"sulphates\": \"0.52\", \"row_count\": 156}, {\"sulphates\": \"0.39\", \"row_count\": 151}, {\"sulphates\": \"0.51\", \"row_count\": 140}, {\"sulphates\": \"0.41\", \"row_count\": 139}, {\"sulphates\": \"0.53\", \"row_count\": 135}, {\"sulphates\": \"0.37\", \"row_count\": 129}, {\"sulphates\": \"0.36\", \"row_count\": 120}, {\"sulphates\": \"0.56\", \"row_count\": 108}, {\"sulphates\": \"0.55\", \"row_count\": 102}, {\"sulphates\": \"0.58\", \"row_count\": 99}, {\"sulphates\": \"0.59\", \"row_count\": 97}, {\"sulphates\": \"0.6\", \"row_count\": 88}, {\"sulphates\": \"0.35\", \"row_count\": 85}, {\"sulphates\": \"0.34\", \"row_count\": 84}, {\"sulphates\": \"0.57\", \"row_count\": 83}, {\"sulphates\": \"0.62\", \"row_count\": 68}, {\"sulphates\": \"0.64\", \"row_count\": 67}, {\"sulphates\": \"0.33\", \"row_count\": 59}, {\"sulphates\": \"0.32\", \"row_count\": 54}, {\"sulphates\": \"0.63\", \"row_count\": 48}, {\"sulphates\": \"0.61\", \"row_count\": 45}, {\"sulphates\": \"0.68\", \"row_count\": 44}, {\"sulphates\": \"0.66\", \"row_count\": 36}, {\"sulphates\": \"0.67\", \"row_count\": 35}, {\"sulphates\": \"0.31\", \"row_count\": 35}, {\"sulphates\": \"0.72\", \"row_count\": 33}, {\"sulphates\": \"0.3\", \"row_count\": 31}, {\"sulphates\": \"0.69\", \"row_count\": 30}, {\"sulphates\": \"0.65\", \"row_count\": 28}, {\"sulphates\": \"0.7\", \"row_count\": 27}, {\"sulphates\": \"0.75\", \"row_count\": 22}, {\"sulphates\": \"0.78\", \"row_count\": 19}, {\"sulphates\": \"0.76\", \"row_count\": 19}, {\"sulphates\": \"0.74\", \"row_count\": 19}, {\"sulphates\": \"0.71\", \"row_count\": 18}, {\"sulphates\": \"0.79\", \"row_count\": 16}, {\"sulphates\": \"0.77\", \"row_count\": 16}, {\"sulphates\": \"0.29\", \"row_count\": 16}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..256a90895379ab0a4f689f43e3d01c548fa667cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:37:54.822752+00:00", + "ended_at": "2026-05-04T07:38:08.733857+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_bdf6d786b2291cc4", + "problem_id": "v2p_n3_17ec370c5a8f74d9", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "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": 0.05, + "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=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_c\\n3\\sql\\v2q_n3_bdf6d786b2291cc4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_bdf6d786b2291cc4", + "api_calls": 0, + "input_tokens": 22268, + "cached_input_tokens": 19840, + "output_tokens": 96, + "total_tokens": 22364, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2177, + "estimated_output_tokens": 80, + "estimated_total_tokens": 2257, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13878.46, + "sql_execution_elapsed_ms_total": 3.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_bdf6d786b2291cc4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49ccfc3e3c7c1975e3d8cb54fb1a131fdc75b0e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_bdf6d786b2291cc4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:08.721735+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13878.46, "started_at": "2026-05-04T07:37:54.825104+00:00", "ended_at": "2026-05-04T07:38:08.703415+00:00", "prompt_metrics": {"chars": 7580, "bytes_utf8": 7580, "lines": 238, "estimated_tokens": 2177}, "response_metrics": {"chars": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 80}, "usage": {"input_tokens": 22268, "cached_input_tokens": 19840, "output_tokens": 96}, "stderr_preview": "2026-05-04T07:37:55.037512Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:57.673172Z 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_c/n3/artifacts/v2q_n3_c14869da3677e385/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1a8714a9d3088225f517703cc85edeb88fd1bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/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_c\n-- sql_source_dataset_id: n3\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_n3_c14869da3677e385\n-- problem_id: v2p_n3_1b174cff9f90598d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"residual sugar\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"residual sugar\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_c14869da3677e385\\n-- problem_id: v2p_n3_1b174cff9f90598d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"residual sugar\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"residual sugar\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"residual sugar\", \"support\", \"avg_response\"], \"rows\": [{\"residual sugar\": \"1.2\", \"support\": 187, \"avg_response\": 0.2539572192513369}, {\"residual sugar\": \"1.4\", \"support\": 184, \"avg_response\": 0.26364130434782607}, {\"residual sugar\": \"1.6\", \"support\": 165, \"avg_response\": 0.2576969696969697}, {\"residual sugar\": \"1.3\", \"support\": 147, \"avg_response\": 0.25227891156462584}, {\"residual sugar\": \"1.1\", \"support\": 146, \"avg_response\": 0.24808219178082191}, {\"residual sugar\": \"1.5\", \"support\": 142, \"avg_response\": 0.25503521126760564}, {\"residual sugar\": \"1.7\", \"support\": 99, \"avg_response\": 0.26601010101010103}, {\"residual sugar\": \"1.8\", \"support\": 99, \"avg_response\": 0.25257575757575756}, {\"residual sugar\": \"1\", \"support\": 93, \"avg_response\": 0.25016129032258067}, {\"residual sugar\": \"2\", \"support\": 79, \"avg_response\": 0.27284810126582276}, {\"residual sugar\": \"1.9\", \"support\": 59, \"avg_response\": 0.27364406779661016}, {\"residual sugar\": \"2.2\", \"support\": 56, \"avg_response\": 0.27464285714285713}, {\"residual sugar\": \"2.1\", \"support\": 51, \"avg_response\": 0.27725490196078434}, {\"residual sugar\": \"5\", \"support\": 43, \"avg_response\": 0.3131395348837209}, {\"residual sugar\": \"2.3\", \"support\": 42, \"avg_response\": 0.2445238095238095}, {\"residual sugar\": \"2.4\", \"support\": 41, \"avg_response\": 0.2863414634146342}, {\"residual sugar\": \"7.8\", \"support\": 41, \"avg_response\": 0.2798780487804878}, {\"residual sugar\": \"2.5\", \"support\": 40, \"avg_response\": 0.29175}, {\"residual sugar\": \"7.4\", \"support\": 40, \"avg_response\": 0.270375}, {\"residual sugar\": \"4.6\", \"support\": 40, \"avg_response\": 0.258}, {\"residual sugar\": \"6.3\", \"support\": 39, \"avg_response\": 0.28717948717948716}, {\"residual sugar\": \"0.9\", \"support\": 39, \"avg_response\": 0.2653846153846154}, {\"residual sugar\": \"2.7\", \"support\": 38, \"avg_response\": 0.3232894736842105}, {\"residual sugar\": \"4.8\", \"support\": 38, \"avg_response\": 0.2910526315789474}, {\"residual sugar\": \"2.8\", \"support\": 36, \"avg_response\": 0.31125}, {\"residual sugar\": \"8.2\", \"support\": 36, \"avg_response\": 0.2897222222222222}, {\"residual sugar\": \"7.1\", \"support\": 36, \"avg_response\": 0.28111111111111114}, {\"residual sugar\": \"11.8\", \"support\": 35, \"avg_response\": 0.29714285714285715}, {\"residual sugar\": \"4.9\", \"support\": 35, \"avg_response\": 0.27885714285714286}, {\"residual sugar\": \"7.7\", \"support\": 34, \"avg_response\": 0.30455882352941177}, {\"residual sugar\": \"8.1\", \"support\": 34, \"avg_response\": 0.27794117647058825}, {\"residual sugar\": \"6.4\", \"support\": 34, \"avg_response\": 0.2701470588235294}, {\"residual sugar\": \"4.5\", \"support\": 33, \"avg_response\": 0.3003030303030303}, {\"residual sugar\": \"2.6\", \"support\": 33, \"avg_response\": 0.2692424242424242}, {\"residual sugar\": \"8\", \"support\": 32, \"avg_response\": 0.2721875}, {\"residual sugar\": \"7.9\", \"support\": 32, \"avg_response\": 0.2553125}, {\"residual sugar\": \"8.3\", \"support\": 31, \"avg_response\": 0.33483870967741935}, {\"residual sugar\": \"7\", \"support\": 31, \"avg_response\": 0.3229032258064516}, {\"residual sugar\": \"6.2\", \"support\": 31, \"avg_response\": 0.3183870967741936}, {\"residual sugar\": \"3.5\", \"support\": 31, \"avg_response\": 0.30741935483870964}, {\"residual sugar\": \"4.2\", \"support\": 31, \"avg_response\": 0.2795161290322581}, {\"residual sugar\": \"6.6\", \"support\": 30, \"avg_response\": 0.3065}, {\"residual sugar\": \"7.5\", \"support\": 30, \"avg_response\": 0.29433333333333334}, {\"residual sugar\": \"5.7\", \"support\": 30, \"avg_response\": 0.27949999999999997}, {\"residual sugar\": \"7.6\", \"support\": 29, \"avg_response\": 0.3206896551724138}, {\"residual sugar\": \"5.2\", \"support\": 29, \"avg_response\": 0.2963793103448276}, {\"residual sugar\": \"4.7\", \"support\": 29, \"avg_response\": 0.2920689655172414}, {\"residual sugar\": \"7.2\", \"support\": 29, \"avg_response\": 0.2789655172413793}, {\"residual sugar\": \"3.2\", \"support\": 28, \"avg_response\": 0.3269642857142857}, {\"residual sugar\": \"6.8\", \"support\": 28, \"avg_response\": 0.30589285714285713}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6300fa86126d24ac29215711bb10fe3aec84ca6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.513831+00:00", + "ended_at": "2026-05-04T08:19:07.520961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c14869da3677e385", + "problem_id": "v2p_n3_1b174cff9f90598d", + "dataset_id": "n3", + "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=volatile acidity, key_col=residual sugar.", + "bindings": { + "key_col": "residual sugar", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_c14869da3677e385.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_c/n3/artifacts/v2q_n3_c14869da3677e385/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c14869da3677e385/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_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c3b213cdf6f17839ad839df622c444f8956d849 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 0.33283842794759827}, {"alcohol": "9.5", "support": 228, "avg_response": 0.3331140350877193}, {"alcohol": "9.2", "support": 199, "avg_response": 0.35331658291457285}, {"alcohol": "9", "support": 185, "avg_response": 0.3307027027027027}, {"alcohol": "10", "support": 162, "avg_response": 0.3125925925925926}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b0d2f570ee68d6db4665d7a73ce77ef705760d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c1fc716bd06b3684 +-- problem_id: v2p_n3_9f9c9b8a88b6cd6c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1f605abb7854366e3619e9788b129422fe9aa3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/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_c\n-- sql_source_dataset_id: n3\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_n3_c1fc716bd06b3684\n-- problem_id: v2p_n3_9f9c9b8a88b6cd6c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_c1fc716bd06b3684\\n-- problem_id: v2p_n3_9f9c9b8a88b6cd6c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 0.33283842794759827}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 0.3331140350877193}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 0.35331658291457285}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 0.3307027027027027}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 0.3125925925925926}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 0.32756250000000003}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 0.32854430379746835}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 0.33013071895424834}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 0.3514583333333333}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 0.3134558823529412}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 0.3228888888888889}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 0.3597761194029851}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 0.32399999999999995}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 0.34578125}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 0.3294214876033058}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 0.3314035087719298}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 0.3148245614035088}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 0.3216964285714286}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 0.30752293577981654}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 0.3522429906542056}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 0.3244761904761905}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 0.3601960784313726}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 0.3298019801980198}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 0.31885416666666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 0.36526315789473685}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 0.3336363636363636}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 0.33079545454545456}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 0.35732558139534887}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 0.3455294117647059}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 0.33542168674698797}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 0.3263855421686747}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 0.45782051282051284}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 0.3235294117647059}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 0.3038095238095238}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 0.33}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 0.33166666666666667}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 0.3510344827586207}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 0.3378571428571429}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 0.3459259259259259}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 0.33943396226415096}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 0.3258823529411765}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 0.3258695652173913}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 0.3335897435897436}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 0.3091666666666667}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 0.4404347826086956}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 0.2985}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 0.35111111111111115}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 0.26285714285714284}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 0.27499999999999997}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 0.39888888888888885}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78abbfc4227ca88ba7d1e4470932f8a8669e2494 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.787948+00:00", + "ended_at": "2026-05-04T08:19:07.795522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c1fc716bd06b3684", + "problem_id": "v2p_n3_9f9c9b8a88b6cd6c", + "dataset_id": "n3", + "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=citric acid, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_c1fc716bd06b3684.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_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c1fc716bd06b3684/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_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fd97756e40382e1fa085eadd8972b89a358263f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 240, "estimated_tokens": 2250}} +{"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": 552, "bytes_utf8": 552, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22339, "cached_input_tokens": 19840, "output_tokens": 279}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d51280ed8e27d518f21b7f423516c7a00e6d54f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c27bb4daf137b516", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 279, + "total_tokens": 22618, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2394, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16997.92, + "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_c\\n3\\artifacts\\v2q_n3_c27bb4daf137b516\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93e85d8f08a09a550740ce7dc8c7eb439f12eccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/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": "2026-05-04T07:44:19.929549+00:00", + "ended_at": "2026-05-04T07:44:36.939254+00:00", + "elapsed_ms": 16997.92, + "prompt_metrics": { + "chars": 7841, + "bytes_utf8": 7841, + "lines": 240, + "estimated_tokens": 2250 + }, + "stdout_metrics": { + "chars": 890, + "bytes_utf8": 890, + "lines": 4, + "estimated_tokens": 262 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13176 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 552, + "bytes_utf8": 552, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 279 + } + }, + "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_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9a35e4496c30ddde642384ae9a60a63c34116d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da43d357dc076418e56f5f97ce8d0e9b06dc46a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-f8e9-7041-b3b1-cec5e7c6d290"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"sulphates\\\" IS NOT NULL AND \\\"total sulfur dioxide\\\" IS NOT NULL\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". Cast the measure to REAL for SQLite aggregation and ordered groups numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22339,"cached_input_tokens":19840,"output_tokens":279}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0003937ffc67b72b8f2eadeec1f66ae5856a43a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nWHERE \"sulphates\" IS NOT NULL AND \"total sulfur dioxide\" IS NOT NULL\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"sulphates\" AS REAL);","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"sulphates\" and measure_col=\"total sulfur dioxide\". Cast the measure to REAL for SQLite aggregation and ordered groups numerically."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f73f5ac419d6b106d107915d31982d90445102b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:20.280016Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:23.789001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:36.195047Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1f23ebec79c6435c5b730d1c3d46ec485164963 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "0.27", "avg_measure": 139.6153846153846, "support": 13}, {"sulphates": "0.28", "avg_measure": 105.6923076923077, "support": 13}, {"sulphates": "0.29", "avg_measure": 107.25, "support": 16}, {"sulphates": "0.3", "avg_measure": 133.61290322580646, "support": 31}, {"sulphates": "0.31", "avg_measure": 118.28571428571429, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8ad856f4e3a5a58ce2e488da4c2275d4dea6d3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c27bb4daf137b516 +-- problem_id: v2p_n3_fbed3a04dd80d77d +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +WHERE "sulphates" IS NOT NULL AND "total sulfur dioxide" IS NOT NULL +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY CAST("sulphates" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37a9bb62c114744391be2dbebd3026eb41720ef9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/query_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_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"total sulfur dioxide\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nWHERE \"sulphates\" IS NOT NULL AND \"total sulfur dioxide\" IS NOT NULL\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"sulphates\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"sulphates\\\" IS NOT NULL AND \\\"total sulfur dioxide\\\" IS NOT NULL\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 139.6153846153846, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 105.6923076923077, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 107.25, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 133.61290322580646, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 118.28571428571429, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 109.53703703703704, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 117.72881355932203, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 120.35714285714286, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 123.71764705882353, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 116.8, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 125.15116279069767, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 128.69158878504672, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 120.29139072847683, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 129.10714285714286, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 139.07553956834533, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 134.35911602209944, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 142.87888198757764, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 141.86805555555554, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 138.27808988764045, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 143.07111111111112, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 142.07848837209303, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 144.2849162011173, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 149.16867469879517, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 149.57630522088354, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 145.57857142857142, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 143.94551282051282, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 146.0, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 138.94610778443115, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 144.69607843137254, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 147.2962962962963, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 151.65060240963857, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 142.14646464646464, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 143.62886597938143, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 148.03977272727272, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 150.0888888888889, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 143.11764705882354, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 143.23958333333334, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 151.01492537313433, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 123.82142857142857, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 142.83333333333334, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 147.82857142857142, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 137.54545454545453, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 137.46666666666667, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 146.33333333333334, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 153.27777777777777, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 142.16666666666666, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 121.33333333333333, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 132.26315789473685, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 149.9090909090909, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 144.52631578947367, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ba020621167ff68890018a2e8d20e3b71b1c6ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:44:19.520667+00:00", + "ended_at": "2026-05-04T07:44:36.979094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c27bb4daf137b516", + "problem_id": "v2p_n3_fbed3a04dd80d77d", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_c27bb4daf137b516.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c27bb4daf137b516", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 279, + "total_tokens": 22618, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2394, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16997.92, + "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_c\\n3\\artifacts\\v2q_n3_c27bb4daf137b516\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..575b0e70ee9e035789047c034486d5a99f249d2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:36.963368+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16997.92, "started_at": "2026-05-04T07:44:19.929549+00:00", "ended_at": "2026-05-04T07:44:36.939254+00:00", "prompt_metrics": {"chars": 7841, "bytes_utf8": 7841, "lines": 240, "estimated_tokens": 2250}, "response_metrics": {"chars": 552, "bytes_utf8": 552, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22339, "cached_input_tokens": 19840, "output_tokens": 279}, "stderr_preview": "2026-05-04T07:44:20.280016Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:23.789001Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"sulphates\\\" AS REAL);\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". Cast the measure to REAL for SQLite aggregation and ordered groups numerically.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..077b3f19678b77c636fb33112dc02c4fe63f3506 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c27bb4daf137b516/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c27bb4daf137b516", + "api_calls": 0, + "input_tokens": 22339, + "cached_input_tokens": 19840, + "output_tokens": 279, + "total_tokens": 22618, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2250, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2394, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16997.92, + "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_c\\n3\\artifacts\\v2q_n3_c27bb4daf137b516\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af89a4984f072b6f8dba3a2b40a45246d0e0a961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 6.758515283842795}, {"alcohol": "9.5", "support": 228, "avg_response": 6.943859649122807}, {"alcohol": "9.2", "support": 199, "avg_response": 6.919597989949748}, {"alcohol": "9", "support": 185, "avg_response": 6.852972972972973}, {"alcohol": "10", "support": 162, "avg_response": 7.0438271604938265}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c91e415fbb263916d54042cb1aacd27d833aeee9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c2839ce6b770cc74 +-- problem_id: v2p_n3_d72172cf9407f379 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d06f827740e8d02756ad151328ae11e0dbe93e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/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_c\n-- sql_source_dataset_id: n3\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_n3_c2839ce6b770cc74\n-- problem_id: v2p_n3_d72172cf9407f379\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"fixed acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_c2839ce6b770cc74\\n-- problem_id: v2p_n3_d72172cf9407f379\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"fixed acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 6.758515283842795}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 6.943859649122807}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 6.919597989949748}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 6.852972972972973}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 7.0438271604938265}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 6.911875}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 6.779746835443039}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 6.909803921568628}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 6.963888888888889}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 6.914705882352941}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 6.882962962962964}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 6.895522388059701}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 7.0053846153846155}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 6.96328125}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 6.895041322314049}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 7.071052631578947}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 6.881578947368421}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 6.788392857142857}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 6.796330275229358}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 6.906542056074766}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 7.137142857142857}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 6.8843137254901965}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 6.7188118811881195}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 6.857291666666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 6.977894736842105}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 6.969318181818181}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 6.864772727272728}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 6.722093023255814}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 7.029411764705882}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 6.940361445783132}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 6.685542168674698}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 7.07948717948718}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 6.708823529411765}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 6.73015873015873}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 6.690322580645161}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 6.786666666666666}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 6.706896551724138}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 6.671428571428572}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 6.698148148148148}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 6.8830188679245285}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 6.776470588235295}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 6.78695652173913}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 6.564102564102564}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 6.516666666666667}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 7.2}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 6.42}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 6.061111111111111}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 6.521428571428571}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 6.2250000000000005}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 6.966666666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..160cc509fb52e60d864ce8087d6d813dbbd138cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.768796+00:00", + "ended_at": "2026-05-04T08:19:07.776288+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c2839ce6b770cc74", + "problem_id": "v2p_n3_d72172cf9407f379", + "dataset_id": "n3", + "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=fixed acidity, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "fixed acidity", + "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_c\\n3\\sql\\v2q_n3_c2839ce6b770cc74.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_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2839ce6b770cc74/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_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d70b7b5895e7060d158b3fbcd3689623c0517b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 244, "estimated_tokens": 2284}} +{"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": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22373, "cached_input_tokens": 19840, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..127b7476c7770d68cf38789414af1e2f44060460 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c2d698d7088c14f6", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12442.01, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c2d698d7088c14f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f2544eeaefd59c80c9429d865cc66f0830752415 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/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": "2026-05-04T07:48:20.781599+00:00", + "ended_at": "2026-05-04T07:48:33.223383+00:00", + "elapsed_ms": 12442.01, + "prompt_metrics": { + "chars": 7986, + "bytes_utf8": 7986, + "lines": 244, + "estimated_tokens": 2284 + }, + "stdout_metrics": { + "chars": 889, + "bytes_utf8": 889, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 551, + "bytes_utf8": 551, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22373, + "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_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac125a0e4737f66864f39f87ca02f4b5e9a78dcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ebe64940c70baa702ad79298cc702fb330e308 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-a523-7783-9573-314d17ace4e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template and fixed bindings: group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", predicate_col=\\\"density\\\", predicate_op=\\\">=\\\", predicate_value=0.9961, top_k=19. Cast TEXT numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22373,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f21c0d319bdb3bd8884622f2cf94f357f927c1d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the required template and fixed bindings: group_col=\"fixed acidity\", measure_col=\"total sulfur dioxide\", predicate_col=\"density\", predicate_op=\">=\", predicate_value=0.9961, top_k=19. Cast TEXT numeric 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_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..934b8f6bc3c5a10d5a4edaa528c6f51e7fbccd2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:20.950084Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:23.433524Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:31.592299Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d567425a90eabf3405775f3646ffa4619b19bde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/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=fixed acidity, measure_col=total sulfur dioxide. +Result preview: [{"fixed acidity": "7.4", "total_measure": 16354.0}, {"fixed acidity": "6.8", "total_measure": 14051.0}, {"fixed acidity": "7.2", "total_measure": 13458.0}, {"fixed acidity": "7.3", "total_measure": 12987.5}, {"fixed acidity": "6.6", "total_measure": 12437.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9b64027e48cee63dfec62061135a95a9475332a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c2d698d7088c14f6 +-- problem_id: v2p_n3_8f281a8a42afb07c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ee96d3066f3edd988aacb6ff372377b9ec494b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/query_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 \"fixed acidity\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"density\" AS REAL) >= 0.9961\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"density\\\" AS REAL) >= 0.9961\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"total_measure\": 16354.0}, {\"fixed acidity\": \"6.8\", \"total_measure\": 14051.0}, {\"fixed acidity\": \"7.2\", \"total_measure\": 13458.0}, {\"fixed acidity\": \"7.3\", \"total_measure\": 12987.5}, {\"fixed acidity\": \"6.6\", \"total_measure\": 12437.0}, {\"fixed acidity\": \"7.6\", \"total_measure\": 10592.0}, {\"fixed acidity\": \"6.9\", \"total_measure\": 10070.0}, {\"fixed acidity\": \"7.1\", \"total_measure\": 9816.5}, {\"fixed acidity\": \"6.5\", \"total_measure\": 9533.0}, {\"fixed acidity\": \"6.7\", \"total_measure\": 9490.0}, {\"fixed acidity\": \"7.5\", \"total_measure\": 8901.5}, {\"fixed acidity\": \"7\", \"total_measure\": 8549.0}, {\"fixed acidity\": \"6.2\", \"total_measure\": 7573.0}, {\"fixed acidity\": \"6.4\", \"total_measure\": 7278.0}, {\"fixed acidity\": \"6.3\", \"total_measure\": 6475.0}, {\"fixed acidity\": \"7.7\", \"total_measure\": 5701.0}, {\"fixed acidity\": \"6.1\", \"total_measure\": 4747.0}, {\"fixed acidity\": \"8\", \"total_measure\": 4491.0}, {\"fixed acidity\": \"7.9\", \"total_measure\": 4238.0}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..078864bd456b9bea47d5b8ccf383cdc6cb33fbe2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:48:20.778835+00:00", + "ended_at": "2026-05-04T07:48:33.263945+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c2d698d7088c14f6", + "problem_id": "v2p_n3_8f281a8a42afb07c", + "dataset_id": "n3", + "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=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "predicate_col": "density", + "predicate_op": ">=", + "predicate_value": 0.9961, + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_c2d698d7088c14f6.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c2d698d7088c14f6", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12442.01, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c2d698d7088c14f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f486e7f8d902606d52dedb902eca4d67aeb8f87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:33.249968+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12442.01, "started_at": "2026-05-04T07:48:20.781599+00:00", "ended_at": "2026-05-04T07:48:33.223383+00:00", "prompt_metrics": {"chars": 7986, "bytes_utf8": 7986, "lines": 244, "estimated_tokens": 2284}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22373, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:48:20.950084Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:23.433524Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9961\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template and fixed bindings: group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", predicate_col=\\\"density\\\", predicate_op=\\\">=\\\", predicate_value=0.9961, top_k=19. Cast TEXT numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95be380c256fbd9fc2484121e82004d4a255e44c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c2d698d7088c14f6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c2d698d7088c14f6", + "api_calls": 0, + "input_tokens": 22373, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22525, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2284, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2420, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12442.01, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c2d698d7088c14f6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..880493308761e9d7e2009197fa55c70b79c98458 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7966, "bytes_utf8": 7966, "lines": 244, "estimated_tokens": 2286}} +{"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": 139}, "usage": {"input_tokens": 22375, "cached_input_tokens": 19840, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c20dc876113a40232b731ef884126ca565350571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c339319b3428cdd9", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2425, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14524.47, + "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_c\\n3\\artifacts\\v2q_n3_c339319b3428cdd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..053072cb6cf29dc91d104b451778ceaed97ec1a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/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": "2026-05-04T07:47:21.760678+00:00", + "ended_at": "2026-05-04T07:47:36.285606+00:00", + "elapsed_ms": 14524.47, + "prompt_metrics": { + "chars": 7966, + "bytes_utf8": 7966, + "lines": 244, + "estimated_tokens": 2286 + }, + "stdout_metrics": { + "chars": 849, + "bytes_utf8": 849, + "lines": 4, + "estimated_tokens": 255 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 515, + "bytes_utf8": 515, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22375, + "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_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..333716d1a1121dbddc36c51d635f8783689cfb44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=chlorides.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c9eaf68f71ecf56d70b1f2516d6ca4a7d4d362f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-beb7-7de3-98c7-ef873a8aa10f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template and fixed bindings: group_col=\\\"sulphates\\\", measure_col=\\\"chlorides\\\", predicate_col=\\\"free sulfur dioxide\\\" with >= 46.0, top_k=17. Casted TEXT-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22375,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3e73dad3b84d83b6f93b6cbe8282118c4671e74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"sulphates\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required template and fixed bindings: group_col=\"sulphates\", measure_col=\"chlorides\", predicate_col=\"free sulfur dioxide\" with >= 46.0, top_k=17. Casted TEXT-typed numeric 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_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b50bf7a1f2b1bfb90b74605f3b123da662447c26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:21.969434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:24.275498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:34.322921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23dc2c481f07ccd209ec15e67492278cf841513e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/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=sulphates, measure_col=chlorides. +Result preview: [{"sulphates": "0.5", "total_measure": 3.738}, {"sulphates": "0.38", "total_measure": 3.584}, {"sulphates": "0.44", "total_measure": 3.173}, {"sulphates": "0.48", "total_measure": 3.087}, {"sulphates": "0.49", "total_measure": 2.97}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d46395efd2530e788d7a9bdc747767462191443f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c339319b3428cdd9 +-- problem_id: v2p_n3_237ebd7e9ccea3c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49d8a089b302148cc93e2afca0766248a74f9cb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/query_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 \"sulphates\", SUM(CAST(\"chlorides\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"free sulfur dioxide\" AS REAL) >= 46.0\nGROUP BY \"sulphates\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"sulphates\\\", SUM(CAST(\\\"chlorides\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"free sulfur dioxide\\\" AS REAL) >= 46.0\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"sulphates\", \"total_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"total_measure\": 3.738}, {\"sulphates\": \"0.38\", \"total_measure\": 3.584}, {\"sulphates\": \"0.44\", \"total_measure\": 3.173}, {\"sulphates\": \"0.48\", \"total_measure\": 3.087}, {\"sulphates\": \"0.49\", \"total_measure\": 2.97}, {\"sulphates\": \"0.45\", \"total_measure\": 2.653}, {\"sulphates\": \"0.46\", \"total_measure\": 2.491}, {\"sulphates\": \"0.4\", \"total_measure\": 2.422}, {\"sulphates\": \"0.43\", \"total_measure\": 2.39}, {\"sulphates\": \"0.42\", \"total_measure\": 2.278}, {\"sulphates\": \"0.47\", \"total_measure\": 1.96}, {\"sulphates\": \"0.51\", \"total_measure\": 1.913}, {\"sulphates\": \"0.52\", \"total_measure\": 1.75}, {\"sulphates\": \"0.58\", \"total_measure\": 1.661}, {\"sulphates\": \"0.39\", \"total_measure\": 1.608}, {\"sulphates\": \"0.41\", \"total_measure\": 1.573}, {\"sulphates\": \"0.54\", \"total_measure\": 1.338}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e9de8d898d304d14a2fc1798be403fa476a8c70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:47:21.758194+00:00", + "ended_at": "2026-05-04T07:47:36.313002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c339319b3428cdd9", + "problem_id": "v2p_n3_237ebd7e9ccea3c1", + "dataset_id": "n3", + "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=sulphates, measure_col=chlorides.", + "bindings": { + "group_col": "sulphates", + "measure_col": "chlorides", + "predicate_col": "free sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 46.0, + "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": 0.047, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_c339319b3428cdd9.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c339319b3428cdd9", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2425, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14524.47, + "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_c\\n3\\artifacts\\v2q_n3_c339319b3428cdd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cdb6d0044741ea857f1e4a3e791efa809c280c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:36.302447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14524.47, "started_at": "2026-05-04T07:47:21.760678+00:00", "ended_at": "2026-05-04T07:47:36.285606+00:00", "prompt_metrics": {"chars": 7966, "bytes_utf8": 7966, "lines": 244, "estimated_tokens": 2286}, "response_metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22375, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:47:21.969434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:24.275498Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 46.0\\nGROUP BY \\\"sulphates\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template and fixed bindings: group_col=\\\"sulphates\\\", measure_col=\\\"chlorides\\\", predicate_col=\\\"free sulfur dioxide\\\" with >= 46.0, top_k=17. Casted TEXT-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba22f669d84515cd4413e4bf70383c4b546549d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c339319b3428cdd9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c339319b3428cdd9", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2425, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14524.47, + "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_c\\n3\\artifacts\\v2q_n3_c339319b3428cdd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9541d36943f3cce08f8140bf5f1b56e75627c872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7774, "bytes_utf8": 7774, "lines": 240, "estimated_tokens": 2213}} +{"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": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22304, "cached_input_tokens": 19840, "output_tokens": 120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e058186e35a0bec2e837f9a4bece96cb466ba429 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c3e06d06c33947be", + "api_calls": 0, + "input_tokens": 22304, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 22424, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2213, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2317, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11811.31, + "sql_execution_elapsed_ms_total": 13.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c3e06d06c33947be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a8e05e134c81c35d4ba5eba38a8ae9148ea87f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/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": "2026-05-04T08:03:38.553410+00:00", + "ended_at": "2026-05-04T08:03:50.364268+00:00", + "elapsed_ms": 11811.31, + "prompt_metrics": { + "chars": 7774, + "bytes_utf8": 7774, + "lines": 240, + "estimated_tokens": 2213 + }, + "stdout_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22304, + "cached_input_tokens": 19840, + "output_tokens": 120 + } + }, + "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_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7c7c236a4ab2a9be234ee3b610cc28f52c410f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..171ea61e80fd06b82ef606ade202f225779b5d17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-a63b-7c91-9bc7-d881713dffe3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"fixed acidity\\\" and measure_col bound to \\\"residual sugar\\\". CAST to REAL is needed because the SQLite schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22304,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7358aa98550da6fa515e306258bbb140548b0d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"fixed acidity\" and measure_col bound to \"residual sugar\". CAST to REAL is needed because the SQLite schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eab1efba7dc9210fa9c5a85f995beed171b1afe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:38.735963Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:41.215902Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:49.386778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fb5af09841cb1b396f2aeef8f8f36f90604751b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/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=fixed acidity, measure_col=residual sugar. +Result preview: [{"fixed acidity": "11.8", "avg_measure": 11.1}, {"fixed acidity": "3.8", "avg_measure": 11.1}, {"fixed acidity": "7.15", "avg_measure": 9.6}, {"fixed acidity": "10.7", "avg_measure": 8.2}, {"fixed acidity": "7.4", "avg_measure": 8.110824742268042}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e56fd5d976b3b8382759c46909f2e1912781f715 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c3e06d06c33947be +-- problem_id: v2p_n3_7714d38b621fd7fb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..471c03202b7cdfaf923846032a5d3f377c8189dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/query_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 \"fixed acidity\",\n AVG(CAST(\"residual sugar\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"residual sugar\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"11.8\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 11.1}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 8.110824742268042}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 8.014285714285714}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 7.946666666666667}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 7.651219512195122}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 7.56875}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 7.468820224719101}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 7.397564935064935}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 7.224731182795699}, {\"fixed acidity\": \"8\", \"avg_measure\": 7.194374999999999}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 7.028398058252427}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 6.902287581699346}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 6.834647302904565}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 6.823655913978495}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 6.781777777777778}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 6.7717241379310344}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 6.7505}, {\"fixed acidity\": \"7\", \"avg_measure\": 6.606681034482759}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 6.587162162162162}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 6.5140625000000005}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 6.48125}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 6.464618644067797}, {\"fixed acidity\": \"10.2\", \"avg_measure\": 6.2}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 6.197222222222222}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 6.155989583333334}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 6.147115384615384}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 6.098404255319149}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 6.071428571428571}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 5.885714285714286}, {\"fixed acidity\": \"10\", \"avg_measure\": 5.7}, {\"fixed acidity\": \"9\", \"avg_measure\": 5.670588235294118}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 5.644516129032258}, {\"fixed acidity\": \"6\", \"avg_measure\": 5.330978260869565}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 5.330357142857143}, {\"fixed acidity\": \"5\", \"avg_measure\": 4.947916666666667}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 4.8500000000000005}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 4.824757281553398}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 4.588888888888889}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 4.428}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 4.376190476190477}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 4.360743801652893}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 4.325352112676057}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 4.2}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 4.066666666666666}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.990625}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.903703703703704}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.7160714285714285}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..911d78a209c16414aa0af33f518a02c5d61e191c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:03:38.551004+00:00", + "ended_at": "2026-05-04T08:03:50.406236+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c3e06d06c33947be", + "problem_id": "v2p_n3_7714d38b621fd7fb", + "dataset_id": "n3", + "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=fixed acidity, measure_col=residual sugar.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_c3e06d06c33947be.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c3e06d06c33947be", + "api_calls": 0, + "input_tokens": 22304, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 22424, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2213, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2317, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11811.31, + "sql_execution_elapsed_ms_total": 13.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c3e06d06c33947be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1a6a89901791b8da7e3fb2d2e6c3612ccde0db4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c3e06d06c33947be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:50.382844+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11811.31, "started_at": "2026-05-04T08:03:38.553410+00:00", "ended_at": "2026-05-04T08:03:50.364268+00:00", "prompt_metrics": {"chars": 7774, "bytes_utf8": 7774, "lines": 240, "estimated_tokens": 2213}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22304, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:03:38.735963Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:41.215902Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7b783285e4cd4b7fc080d1e184d2e365ad293e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-d7fd-7ba0-bef5-51745c621e14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9611c3f2c18bb7ff238bb428c0a3c99caed80f3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"alcohol\". Cast \"alcohol\" 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_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d1099bc275c715b3c8b8c2c99661bdd44689a49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,2 @@ +2026-05-04T07:46:22.909918Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:32.939893Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b627abe4708332a2e20746d8d50ccef083c1171 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=alcohol. +Result preview: [{"quality": "3", "avg_measure": 10.345, "support": 20}, {"quality": "4", "avg_measure": 10.15245398773006, "support": 163}, {"quality": "5", "avg_measure": 9.808840082361016, "support": 1457}, {"quality": "6", "avg_measure": 10.575371549893843, "support": 2198}, {"quality": "7", "avg_measure": 11.367935606060605, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c512c5f876c6b71b728a41a10efbd0126ab7816 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c42aa5ab114e490b +-- problem_id: v2p_n3_2042184b8a53a549 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1b2f1cbe5f80e55597f6088bfa94609db24fc67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/query_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_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 10.345, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 10.15245398773006, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 9.808840082361016, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 10.575371549893843, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 11.367935606060605, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 11.636, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c32dd8fcafcd50485fac1cf5a875da0077493faa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:46:22.683240+00:00", + "ended_at": "2026-05-04T07:46:35.820387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c42aa5ab114e490b", + "problem_id": "v2p_n3_2042184b8a53a549", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=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_c\\n3\\sql\\v2q_n3_c42aa5ab114e490b.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c42aa5ab114e490b", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22455, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13118.48, + "sql_execution_elapsed_ms_total": 3.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c42aa5ab114e490b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ef656dcd4534b2d621e700511bc072bf1c7f19b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:35.808652+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13118.48, "started_at": "2026-05-04T07:46:22.686615+00:00", "ended_at": "2026-05-04T07:46:35.804843+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22332, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:46:22.909918Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:32.939893Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for SQLite numeric averaging.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b3904f3c319d64bbe4b97548c2e54267e54b141 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c42aa5ab114e490b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c42aa5ab114e490b", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 22455, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2243, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13118.48, + "sql_execution_elapsed_ms_total": 3.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c42aa5ab114e490b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e876706130ff77c33870056b4a43aaf1711359f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7989, "bytes_utf8": 7989, "lines": 244, "estimated_tokens": 2286}} +{"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": 123}, "usage": {"input_tokens": 22375, "cached_input_tokens": 19840, "output_tokens": 139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29711ec573bd4b1ede71199d899346e5eae35a35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c5886fa43a7fd1c1", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2409, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13227.73, + "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_c\\n3\\artifacts\\v2q_n3_c5886fa43a7fd1c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a3f6557cce2ca697b8800878698099318c8c4a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/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": "2026-05-04T07:48:07.518759+00:00", + "ended_at": "2026-05-04T07:48:20.746638+00:00", + "elapsed_ms": 13227.73, + "prompt_metrics": { + "chars": 7989, + "bytes_utf8": 7989, + "lines": 244, + "estimated_tokens": 2286 + }, + "stdout_metrics": { + "chars": 854, + "bytes_utf8": 854, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13269 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 520, + "bytes_utf8": 520, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22375, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a95105e8ec832e570f16e0f93278fd7340d6bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "predicate_col": "residual sugar", + "predicate_op": ">=", + "predicate_value": 9.9, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e20870fc9f6f2a14f586a1e65ce8e12bee83004a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-716e-7593-9395-47f3b811b2e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"residual sugar\\\" AS REAL) >= 9.9\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", predicate_col=\\\"residual sugar\\\". Cast TEXT-backed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22375,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..028163dc90e270828d39fddee13a663ee1438a6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"residual sugar\" AS REAL) >= 9.9\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required template with bound roles: group_col=\"fixed acidity\", measure_col=\"total sulfur dioxide\", predicate_col=\"residual sugar\". Cast TEXT-backed 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_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de216f7485fe41b127986d0408ea2a7d1197e30b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:07.731633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:10.378783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:19.470213Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4612eaa6b8677c0e9245fd5e9603697e195f9ddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/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=fixed acidity, measure_col=total sulfur dioxide. +Result preview: [{"fixed acidity": "7.4", "total_measure": 14422.0}, {"fixed acidity": "6.8", "total_measure": 14371.0}, {"fixed acidity": "6.6", "total_measure": 11711.0}, {"fixed acidity": "7.2", "total_measure": 11279.0}, {"fixed acidity": "7.3", "total_measure": 11014.5}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a79f70da51c02c45ea4960bb5adaec1ffee1f0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c5886fa43a7fd1c1 +-- problem_id: v2p_n3_404101e8e5baa779 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("residual sugar" AS REAL) >= 9.9 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eea08362063bd976737fb82cf988e3d51041a1ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/query_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 \"fixed acidity\", SUM(CAST(\"total sulfur dioxide\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"residual sugar\" AS REAL) >= 9.9\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"total sulfur dioxide\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"residual sugar\\\" AS REAL) >= 9.9\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"7.4\", \"total_measure\": 14422.0}, {\"fixed acidity\": \"6.8\", \"total_measure\": 14371.0}, {\"fixed acidity\": \"6.6\", \"total_measure\": 11711.0}, {\"fixed acidity\": \"7.2\", \"total_measure\": 11279.0}, {\"fixed acidity\": \"7.3\", \"total_measure\": 11014.5}, {\"fixed acidity\": \"7.1\", \"total_measure\": 9991.5}, {\"fixed acidity\": \"6.5\", \"total_measure\": 9884.0}, {\"fixed acidity\": \"7.6\", \"total_measure\": 9063.0}, {\"fixed acidity\": \"6.9\", \"total_measure\": 8857.0}, {\"fixed acidity\": \"7\", \"total_measure\": 8797.0}, {\"fixed acidity\": \"6.7\", \"total_measure\": 8220.0}, {\"fixed acidity\": \"6.4\", \"total_measure\": 7620.0}, {\"fixed acidity\": \"7.5\", \"total_measure\": 7045.5}, {\"fixed acidity\": \"6.2\", \"total_measure\": 6969.0}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2a8f5529315f4fc4dfa55be72142f95de5d2753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:48:07.516397+00:00", + "ended_at": "2026-05-04T07:48:20.776690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c5886fa43a7fd1c1", + "problem_id": "v2p_n3_404101e8e5baa779", + "dataset_id": "n3", + "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=fixed acidity, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "total sulfur dioxide", + "predicate_col": "residual sugar", + "predicate_op": ">=", + "predicate_value": 9.9, + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_c5886fa43a7fd1c1.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c5886fa43a7fd1c1", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2409, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13227.73, + "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_c\\n3\\artifacts\\v2q_n3_c5886fa43a7fd1c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12056f328c025f083e4f9beabee85ce49afa738a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:20.766647+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13227.73, "started_at": "2026-05-04T07:48:07.518759+00:00", "ended_at": "2026-05-04T07:48:20.746638+00:00", "prompt_metrics": {"chars": 7989, "bytes_utf8": 7989, "lines": 244, "estimated_tokens": 2286}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22375, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:48:07.731633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:10.378783Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 9.9\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"fixed acidity\\\", measure_col=\\\"total sulfur dioxide\\\", predicate_col=\\\"residual sugar\\\". Cast TEXT-backed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91e7211bab9beaa6062b4d4209162d23b90118c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c5886fa43a7fd1c1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c5886fa43a7fd1c1", + "api_calls": 0, + "input_tokens": 22375, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22514, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2286, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2409, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13227.73, + "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_c\\n3\\artifacts\\v2q_n3_c5886fa43a7fd1c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbbbcfa5cf8249928fdbfe30eb26a014aa4ca61b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 242, "estimated_tokens": 2249}} +{"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": 22338, "cached_input_tokens": 19840, "output_tokens": 125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08ca1f8e277d561a82aacf0b61d446b03451ec8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c68e31a469e07761", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 22463, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2358, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11035.02, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c68e31a469e07761\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a4746f54f3d81a777b60d181aedc50f8309971c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/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": "2026-05-04T07:41:50.685336+00:00", + "ended_at": "2026-05-04T07:42:01.720307+00:00", + "elapsed_ms": 11035.02, + "prompt_metrics": { + "chars": 7854, + "bytes_utf8": 7854, + "lines": 242, + "estimated_tokens": 2249 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13164 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22338, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..801603400198d0760caff4efe83894b6c9946019 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,242 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sulphates", + "predicate_col": "quality", + "predicate_op": "=", + "predicate_value": "7", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e45566e7d0b1aece53da811d2042badd79e1763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-b1aa-7151-a782-fa29de1c571e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"quality\\\" = '7'\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"sulphates\\\" and predicate_col=\\\"quality\\\" filtered to quality='7'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22338,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade4d07d5658931965c0dce6dafaf5b1b39d1a99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE \"quality\" = '7'\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"sulphates\" and predicate_col=\"quality\" filtered to quality='7'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7333d5d6697a3ac92b5e27368422c55663bf4e05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:50.941091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:53.255835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:01.041906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f52c6f16dd8607c7a29a5809f4dc5dc7d6d2fa8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/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=sulphates. +Result preview: [{"sulphates": "0.44", "support": 56}, {"sulphates": "0.39", "support": 38}, {"sulphates": "0.38", "support": 38}, {"sulphates": "0.43", "support": 37}, {"sulphates": "0.54", "support": 33}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..919ed63df24b377957b0c0532c138802a4bd2768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c68e31a469e07761 +-- problem_id: v2p_n3_a3959c08ed4511a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE "quality" = '7' +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..298617fec8c0da553821cd35c9d4db7acfef7adf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/query_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 \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE \"quality\" = '7'\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE \\\"quality\\\" = '7'\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"sulphates\", \"support\"], \"rows\": [{\"sulphates\": \"0.44\", \"support\": 56}, {\"sulphates\": \"0.39\", \"support\": 38}, {\"sulphates\": \"0.38\", \"support\": 38}, {\"sulphates\": \"0.43\", \"support\": 37}, {\"sulphates\": \"0.54\", \"support\": 33}, {\"sulphates\": \"0.48\", \"support\": 30}, {\"sulphates\": \"0.52\", \"support\": 29}, {\"sulphates\": \"0.49\", \"support\": 28}, {\"sulphates\": \"0.46\", \"support\": 28}, {\"sulphates\": \"0.4\", \"support\": 28}, {\"sulphates\": \"0.59\", \"support\": 24}, {\"sulphates\": \"0.58\", \"support\": 24}, {\"sulphates\": \"0.42\", \"support\": 24}, {\"sulphates\": \"0.41\", \"support\": 24}, {\"sulphates\": \"0.6\", \"support\": 22}, {\"sulphates\": \"0.53\", \"support\": 22}, {\"sulphates\": \"0.5\", \"support\": 21}, {\"sulphates\": \"0.45\", \"support\": 21}, {\"sulphates\": \"0.37\", \"support\": 21}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e831d60f82c07d7a57d595673a9d0dadeeb06225 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:41:50.681759+00:00", + "ended_at": "2026-05-04T07:42:01.747185+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c68e31a469e07761", + "problem_id": "v2p_n3_a3959c08ed4511a5", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "predicate_col": "quality", + "predicate_op": "=", + "predicate_value": "7", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_c68e31a469e07761.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c68e31a469e07761", + "api_calls": 0, + "input_tokens": 22338, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 22463, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2249, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2358, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11035.02, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c68e31a469e07761\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..549550f2713c8c4dad52612d4403630d5d8badb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c68e31a469e07761/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:01.737346+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11035.02, "started_at": "2026-05-04T07:41:50.685336+00:00", "ended_at": "2026-05-04T07:42:01.720307+00:00", "prompt_metrics": {"chars": 7854, "bytes_utf8": 7854, "lines": 242, "estimated_tokens": 2249}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22338, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:41:50.941091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:53.255835Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82e4c5b6f0834e71e6a7d23f5b300eee4433c643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"sulphates\",\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_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0979ba362ea4f4d14502dd1608b5b9e845ef01f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-2988-7a31-b214-684fc31fc668"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\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 nearest-rank emulation for the 95th percentile within each \\\"sulphates\\\" group, casting the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":20864,"output_tokens":366}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b4bfb2f8997e88d4ca87dcc8b4d3bc5cb3d5c20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"sulphates\",\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 nearest-rank emulation for the 95th percentile within each \"sulphates\" group, casting the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..405543a1f109bb8d84b9ce100f68543776b48add --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-6a44-77b0-a5da-ce39ec5e1bcf"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL with integer arithmetic for ceil(0.95 * cnt): CAST(((95 * cnt) + 99) / 100 AS INTEGER), which is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22596,"cached_input_tokens":21888,"output_tokens":388}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a89c6f69a277e24823cbf37ca3628650cba20998 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL with integer arithmetic for ceil(0.95 * cnt): CAST(((95 * cnt) + 99) / 100 AS INTEGER), which is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54fe70ecf777d52149f0cecab51115658c43ccfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:13.235862Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:15.542667Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:27.556794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..14e9bc94e5591976cb2901f5a44efcc14b4ef238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:29.881423Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:32.866362Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:45.344666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da8c5f4910a784215f75be88a3ecfc550db27999 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/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=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "0.79", "percentile_measure": 249.5}, {"sulphates": "0.7", "percentile_measure": 243.0}, {"sulphates": "0.82", "percentile_measure": 243.0}, {"sulphates": "0.57", "percentile_measure": 241.0}, {"sulphates": "0.52", "percentile_measure": 236.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f2ba52184c44649ecfe8536b022820da03e2d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c8cdd9ac09eb183c +-- problem_id: v2p_n3_fb9f8fd6aa521f91 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("total sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("total sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "total sulfur dioxide" IS NOT NULL +), +"picked" AS ( + SELECT + "sulphates", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "sulphates", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea3e44b88480d4831ea478eb3328fac21679f3c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/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 \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sulphates\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"sulphates\",\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 \\\"sulphates\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sulphates\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.79\", \"percentile_measure\": 249.5}, {\"sulphates\": \"0.7\", \"percentile_measure\": 243.0}, {\"sulphates\": \"0.82\", \"percentile_measure\": 243.0}, {\"sulphates\": \"0.57\", \"percentile_measure\": 241.0}, {\"sulphates\": \"0.52\", \"percentile_measure\": 236.0}, {\"sulphates\": \"0.64\", \"percentile_measure\": 234.0}, {\"sulphates\": \"0.66\", \"percentile_measure\": 234.0}, {\"sulphates\": \"0.56\", \"percentile_measure\": 227.0}, {\"sulphates\": \"0.58\", \"percentile_measure\": 227.0}, {\"sulphates\": \"0.61\", \"percentile_measure\": 227.0}, {\"sulphates\": \"0.74\", \"percentile_measure\": 227.0}, {\"sulphates\": \"0.63\", \"percentile_measure\": 226.0}, {\"sulphates\": \"0.55\", \"percentile_measure\": 224.0}, {\"sulphates\": \"0.41\", \"percentile_measure\": 223.0}, {\"sulphates\": \"0.71\", \"percentile_measure\": 223.0}, {\"sulphates\": \"0.47\", \"percentile_measure\": 222.0}, {\"sulphates\": \"0.54\", \"percentile_measure\": 222.0}, {\"sulphates\": \"0.51\", \"percentile_measure\": 220.0}, {\"sulphates\": \"0.53\", \"percentile_measure\": 220.0}, {\"sulphates\": \"0.6\", \"percentile_measure\": 218.0}, {\"sulphates\": \"0.5\", \"percentile_measure\": 216.0}, {\"sulphates\": \"0.49\", \"percentile_measure\": 213.0}, {\"sulphates\": \"0.46\", \"percentile_measure\": 212.5}, {\"sulphates\": \"0.48\", \"percentile_measure\": 212.0}, {\"sulphates\": \"0.59\", \"percentile_measure\": 212.0}, {\"sulphates\": \"0.62\", \"percentile_measure\": 210.0}, {\"sulphates\": \"0.68\", \"percentile_measure\": 210.0}, {\"sulphates\": \"0.72\", \"percentile_measure\": 210.0}, {\"sulphates\": \"0.3\", \"percentile_measure\": 207.0}, {\"sulphates\": \"0.43\", \"percentile_measure\": 206.0}, {\"sulphates\": \"0.77\", \"percentile_measure\": 203.0}, {\"sulphates\": \"0.67\", \"percentile_measure\": 202.0}, {\"sulphates\": \"0.45\", \"percentile_measure\": 201.0}, {\"sulphates\": \"0.38\", \"percentile_measure\": 200.0}, {\"sulphates\": \"0.44\", \"percentile_measure\": 200.0}, {\"sulphates\": \"0.76\", \"percentile_measure\": 200.0}, {\"sulphates\": \"0.69\", \"percentile_measure\": 198.0}, {\"sulphates\": \"0.36\", \"percentile_measure\": 197.0}, {\"sulphates\": \"0.4\", \"percentile_measure\": 197.0}, {\"sulphates\": \"0.78\", \"percentile_measure\": 196.0}, {\"sulphates\": \"0.75\", \"percentile_measure\": 195.0}, {\"sulphates\": \"0.42\", \"percentile_measure\": 194.0}, {\"sulphates\": \"0.37\", \"percentile_measure\": 192.0}, {\"sulphates\": \"0.88\", \"percentile_measure\": 191.0}, {\"sulphates\": \"0.81\", \"percentile_measure\": 187.0}, {\"sulphates\": \"0.65\", \"percentile_measure\": 183.0}, {\"sulphates\": \"0.35\", \"percentile_measure\": 181.0}, {\"sulphates\": \"0.34\", \"percentile_measure\": 180.0}, {\"sulphates\": \"0.39\", \"percentile_measure\": 180.0}, {\"sulphates\": \"0.31\", \"percentile_measure\": 178.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.2}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f3844637117ecf97407de29401a53992b57b22eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:16:13.037893+00:00", + "ended_at": "2026-05-04T08:16:46.317112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_c8cdd9ac09eb183c", + "problem_id": "v2p_n3_fb9f8fd6aa521f91", + "dataset_id": "n3", + "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=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 155.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_c8cdd9ac09eb183c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_c8cdd9ac09eb183c", + "api_calls": 0, + "input_tokens": 44931, + "cached_input_tokens": 42752, + "output_tokens": 754, + "total_tokens": 45685, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4749, + "estimated_output_tokens": 550, + "estimated_total_tokens": 5299, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33212.41, + "sql_execution_elapsed_ms_total": 19.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_c8cdd9ac09eb183c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08203c774a3cd98d6d9b26c45757b0a95bc4b745 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_c8cdd9ac09eb183c/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:16:29.624072+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16565.1, "started_at": "2026-05-04T08:16:13.040169+00:00", "ended_at": "2026-05-04T08:16:29.605933+00:00", "prompt_metrics": {"chars": 7876, "bytes_utf8": 7876, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 943, "bytes_utf8": 943, "lines": 1, "estimated_tokens": 277}, "usage": {"input_tokens": 22335, "cached_input_tokens": 20864, "output_tokens": 366}, "stderr_preview": "2026-05-04T08:16:13.235862Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:15.542667Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=fixed acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0bf9900cb5afa19a9e6924113c92e903df744ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-3c8c-7c71-aaee-5ac983f53e77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col and measure_col both bound to \\\"fixed acidity\\\". Cast to REAL because the schema stores values as TEXT, and SQLite AVG should operate numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22302,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc410478735cb2900fcbf3d77b35223ef6a1b590 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"fixed acidity\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col and measure_col both bound to \"fixed acidity\". Cast to REAL because the schema stores values as TEXT, and SQLite AVG should operate numerically."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf735dd11ee80d68a0c8b4567222d16a5586f005 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:06.133568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:08.670883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:17.826751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6190b610016fd03290993b66995fdb607d05312d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/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=fixed acidity, measure_col=fixed acidity. +Result preview: [{"fixed acidity": "14.2", "avg_measure": 14.2}, {"fixed acidity": "11.8", "avg_measure": 11.8}, {"fixed acidity": "10.7", "avg_measure": 10.7}, {"fixed acidity": "10.3", "avg_measure": 10.3}, {"fixed acidity": "10.2", "avg_measure": 10.2}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fe7189b7dc6d5796004e6c7ea5856a91dfd8e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ca2ab6710568f798 +-- problem_id: v2p_n3_cf85db71d8076fcf +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("fixed acidity" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb106ec177d25a02cf9394dbd7aa344a8b040797 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/query_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 \"fixed acidity\",\n AVG(CAST(\"fixed acidity\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"fixed acidity\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"14.2\", \"avg_measure\": 14.2}, {\"fixed acidity\": \"11.8\", \"avg_measure\": 11.8}, {\"fixed acidity\": \"10.7\", \"avg_measure\": 10.7}, {\"fixed acidity\": \"10.3\", \"avg_measure\": 10.3}, {\"fixed acidity\": \"10.2\", \"avg_measure\": 10.2}, {\"fixed acidity\": \"10\", \"avg_measure\": 10.0}, {\"fixed acidity\": \"9.9\", \"avg_measure\": 9.9}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 9.8}, {\"fixed acidity\": \"9.7\", \"avg_measure\": 9.7}, {\"fixed acidity\": \"9.6\", \"avg_measure\": 9.6}, {\"fixed acidity\": \"9.5\", \"avg_measure\": 9.5}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 9.4}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 9.3}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 9.2}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 9.1}, {\"fixed acidity\": \"9\", \"avg_measure\": 9.0}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 8.9}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 8.8}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 8.7}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 8.6}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 8.5}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 8.4}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 8.3}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 8.2}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 8.1}, {\"fixed acidity\": \"8\", \"avg_measure\": 8.0}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 7.9}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 7.8}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 7.7}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 7.6}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 7.5}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 7.4}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 7.299999999999999}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 7.2}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 7.15}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 7.1}, {\"fixed acidity\": \"7\", \"avg_measure\": 7.0}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 6.9}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 6.800000000000001}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 6.7}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 6.6}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 6.5}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 6.45}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 6.4}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 6.299999999999999}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 6.2}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 6.15}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 6.1}, {\"fixed acidity\": \"6\", \"avg_measure\": 6.0}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 5.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00d15923f70ee60c00150c609a53a6ccdd5f1d09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:02:05.958414+00:00", + "ended_at": "2026-05-04T08:02:18.502831+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ca2ab6710568f798", + "problem_id": "v2p_n3_cf85db71d8076fcf", + "dataset_id": "n3", + "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=fixed acidity, measure_col=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_ca2ab6710568f798.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ca2ab6710568f798", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 22419, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2312, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12477.12, + "sql_execution_elapsed_ms_total": 17.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ca2ab6710568f798\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f873836c1cc55b249aca7ed35c050120531c9b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ca2ab6710568f798/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:18.475071+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12477.12, "started_at": "2026-05-04T08:02:05.962395+00:00", "ended_at": "2026-05-04T08:02:18.438427+00:00", "prompt_metrics": {"chars": 7768, "bytes_utf8": 7768, "lines": 240, "estimated_tokens": 2211}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22302, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:02:06.133568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:08.670883Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c9ff0402f231ab43a6ef37780b00f309509b406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-98c2-7900-8c63-f9d97ea3b632"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with bound roles group_col=\\\"fixed acidity\\\" and group_col_2=\\\"quality\\\" on the single table \\\"n3\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47ce23c4027736fac72116e4dcf2a0dc7388994b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Two-Dimensional Top-k Count template with bound roles group_col=\"fixed acidity\" and group_col_2=\"quality\" on the single table \"n3\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a9cebcd58ec923b5b74ba7f132cdb66ceb4d8d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:34.388688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:36.723032Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:45.846231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f45d623e405ca4e6a0016eb33ab9bebde4e3d4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality. +Result preview: [{"fixed acidity": "6.8", "quality": "6", "support": 141}, {"fixed acidity": "6.6", "quality": "6", "support": 137}, {"fixed acidity": "6.4", "quality": "6", "support": 118}, {"fixed acidity": "7", "quality": "6", "support": 115}, {"fixed acidity": "6.4", "quality": "5", "support": 105}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9158d5c2371f04a47fd6b2c62492273204f852 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_cca2ff2e7c45fd6a +-- problem_id: v2p_n3_713ade154245141a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3978ceb5aa2ca5dc50bef147986a8ecd0750f212 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/query_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_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"quality\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"quality\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"fixed acidity\", \"quality\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"quality\": \"6\", \"support\": 141}, {\"fixed acidity\": \"6.6\", \"quality\": \"6\", \"support\": 137}, {\"fixed acidity\": \"6.4\", \"quality\": \"6\", \"support\": 118}, {\"fixed acidity\": \"7\", \"quality\": \"6\", \"support\": 115}, {\"fixed acidity\": \"6.4\", \"quality\": \"5\", \"support\": 105}, {\"fixed acidity\": \"6.9\", \"quality\": \"6\", \"support\": 103}, {\"fixed acidity\": \"6.7\", \"quality\": \"6\", \"support\": 102}, {\"fixed acidity\": \"6.3\", \"quality\": \"6\", \"support\": 99}, {\"fixed acidity\": \"6.6\", \"quality\": \"5\", \"support\": 99}, {\"fixed acidity\": \"6.2\", \"quality\": \"6\", \"support\": 96}, {\"fixed acidity\": \"6.5\", \"quality\": \"6\", \"support\": 95}, {\"fixed acidity\": \"6.8\", \"quality\": \"5\", \"support\": 93}, {\"fixed acidity\": \"7.2\", \"quality\": \"6\", \"support\": 87}, {\"fixed acidity\": \"6\", \"quality\": \"6\", \"support\": 86}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a78f4d046492be60b5be90c7370208f4d4b60c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:51:34.202732+00:00", + "ended_at": "2026-05-04T07:51:46.626597+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cca2ff2e7c45fd6a", + "problem_id": "v2p_n3_713ade154245141a", + "dataset_id": "n3", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=quality.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "quality", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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 {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\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=1/1", + "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_c\\n3\\sql\\v2q_n3_cca2ff2e7c45fd6a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_cca2ff2e7c45fd6a", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22451, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2346, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12390.72, + "sql_execution_elapsed_ms_total": 5.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_cca2ff2e7c45fd6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1567320b8f26e6ba0e8aa9a3c222a30ab49ae7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cca2ff2e7c45fd6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:46.612944+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12390.72, "started_at": "2026-05-04T07:51:34.204947+00:00", "ended_at": "2026-05-04T07:51:46.595607+00:00", "prompt_metrics": {"chars": 7779, "bytes_utf8": 7779, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22330, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T07:51:34.388688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:36.723032Z 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_c/n3/artifacts/v2q_n3_cd854771f2b89113/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7438a18215caea67783dd82b92d8001bad2d12b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/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_c\n-- sql_source_dataset_id: n3\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_n3_cd854771f2b89113\n-- problem_id: v2p_n3_9f61a71b2d69a349\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_cd854771f2b89113\\n-- problem_id: v2p_n3_9f61a71b2d69a349\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 0.27921874999999996}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 0.2742424242424243}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 0.2742248062015504}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 0.2738372093023256}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 0.30453125}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 0.267244094488189}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 0.2857203389830509}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 0.29611607142857144}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 0.2761160714285714}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 0.2946846846846847}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 0.2727927927927928}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 0.29050000000000004}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 0.2714678899082569}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 0.2538942307692308}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 0.2721359223300971}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 0.28730392156862744}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 0.26245098039215686}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 0.2845049504950495}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 0.2567821782178218}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 0.29833333333333334}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 0.2736363636363636}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 0.24956989247311828}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 0.24274725274725276}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 0.29747191011235957}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 0.2604494382022472}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 0.2692441860465116}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 0.30726190476190474}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 0.2726829268292683}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 0.2788125}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 0.30006329113924046}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 0.26953333333333335}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 0.2690972222222222}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 0.27110294117647055}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 0.24750000000000003}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 0.255530303030303}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 0.281640625}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 0.26984375}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 0.24666666666666667}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 0.2767213114754098}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 0.27482758620689657}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 0.2642241379310345}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 0.3065454545454545}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 0.2920909090909091}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 0.2675925925925926}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 0.30186274509803923}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 0.3029787234042553}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 0.31277777777777777}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 0.29397727272727275}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 0.254047619047619}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 0.2825641025641025}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dab51cb10291c7bf0c535c5c250e7b300164f37f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.581250+00:00", + "ended_at": "2026-05-04T08:19:07.588481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cd854771f2b89113", + "problem_id": "v2p_n3_9f61a71b2d69a349", + "dataset_id": "n3", + "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=volatile acidity, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_cd854771f2b89113.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_c/n3/artifacts/v2q_n3_cd854771f2b89113/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cd854771f2b89113/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_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3636542f99cee5d97ac4b4191c86a4766240737b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7785, "bytes_utf8": 7785, "lines": 240, "estimated_tokens": 2247}} +{"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": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58d65fd53236e0d5027a39d372e240b7d8597856 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce1bea27ba1ce64c", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2349, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11171.77, + "sql_execution_elapsed_ms_total": 5.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce1bea27ba1ce64c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f66344c56828d1bfff45549512b5b33b0045c030 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/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": "2026-05-04T07:51:59.745553+00:00", + "ended_at": "2026-05-04T07:52:10.917497+00:00", + "elapsed_ms": 11171.77, + "prompt_metrics": { + "chars": 7785, + "bytes_utf8": 7785, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c561b7bcccc8c820cac776dc8b13a4d432d858d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04f05b5ca77b0e11587b1d14d388345b946941ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-fd35-7a31-a47a-664704d994d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col=\\\"fixed acidity\\\" and group_col_2=\\\"sulphates\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..882c57845b32284c87208360e6422421de3e438d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY support DESC\nLIMIT 11;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col=\"fixed acidity\" and group_col_2=\"sulphates\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce04e1ce67a27832839a8df676a387b09f04d63d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:00.110373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:02.507682Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:10.061974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..597b2ea39c3e8f5c21b7608f5b79decc722fac64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates. +Result preview: [{"fixed acidity": "6.4", "sulphates": "0.5", "support": 28}, {"fixed acidity": "6.9", "sulphates": "0.54", "support": 20}, {"fixed acidity": "7.2", "sulphates": "0.44", "support": 19}, {"fixed acidity": "6.6", "sulphates": "0.45", "support": 18}, {"fixed acidity": "7.4", "sulphates": "0.44", "support": 18}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e733cf17335aea568d64444892205847cca8dfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_ce1bea27ba1ce64c +-- problem_id: v2p_n3_b311ab60e34dee1c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad02e182d0d857328a9b0ed17d6b9b84832b6731 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/query_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_two_dimensional_topk_count\nSELECT \"fixed acidity\", \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\", \"sulphates\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"fixed acidity\\\", \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\", \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"fixed acidity\", \"sulphates\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.4\", \"sulphates\": \"0.5\", \"support\": 28}, {\"fixed acidity\": \"6.9\", \"sulphates\": \"0.54\", \"support\": 20}, {\"fixed acidity\": \"7.2\", \"sulphates\": \"0.44\", \"support\": 19}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.45\", \"support\": 18}, {\"fixed acidity\": \"7.4\", \"sulphates\": \"0.44\", \"support\": 18}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.48\", \"support\": 17}, {\"fixed acidity\": \"6.7\", \"sulphates\": \"0.44\", \"support\": 17}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.44\", \"support\": 17}, {\"fixed acidity\": \"6.8\", \"sulphates\": \"0.45\", \"support\": 17}, {\"fixed acidity\": \"6.6\", \"sulphates\": \"0.38\", \"support\": 16}, {\"fixed acidity\": \"7.3\", \"sulphates\": \"0.41\", \"support\": 16}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e83a04d3078267f24fc55d4c18a5c90ce17161a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:51:59.742890+00:00", + "ended_at": "2026-05-04T07:52:10.948598+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ce1bea27ba1ce64c", + "problem_id": "v2p_n3_b311ab60e34dee1c", + "dataset_id": "n3", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k 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": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity, group_col_2=sulphates.", + "bindings": { + "group_col": "fixed acidity", + "group_col_2": "sulphates", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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 {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\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=1/1", + "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_c\\n3\\sql\\v2q_n3_ce1bea27ba1ce64c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce1bea27ba1ce64c", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2349, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11171.77, + "sql_execution_elapsed_ms_total": 5.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce1bea27ba1ce64c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6eb65f64fefde5571598d1e71b7d28226e96ea1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce1bea27ba1ce64c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:10.935534+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11171.77, "started_at": "2026-05-04T07:51:59.745553+00:00", "ended_at": "2026-05-04T07:52:10.917497+00:00", "prompt_metrics": {"chars": 7785, "bytes_utf8": 7785, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:52:00.110373Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:02.507682Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=alcohol.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "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": 11.4, + "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_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..371ebe2ab468e3b91cd8c279a875b74ba216d352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-e03d-7961-bbb5-1da1d54840fb"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"alcohol_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.9999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"alcohol_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned template roles with group_col=\\\"fixed acidity\\\" and measure_col=\\\"alcohol\\\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile approximation via window functions and casts TEXT columns to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22330,"cached_input_tokens":20864,"output_tokens":411}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bea58812ff7f2cd542d2d475ca1a2a08bfa3f0f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"alcohol_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.9999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"alcohol_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned template roles with group_col=\"fixed acidity\" and measure_col=\"alcohol\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile approximation via window functions and casts TEXT columns to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec41684c607fa2bd93f61babd2a7a170092a109d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:21.281328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:23.728946Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:37.969020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7b75254aa78c0978fef5ab7c64ecc08c29624d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/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=fixed acidity, measure_col=alcohol. +Result preview: [{"fixed acidity": "4.7", "percentile_measure": 14.0}, {"fixed acidity": "4.9", "percentile_measure": 14.0}, {"fixed acidity": "5.8", "percentile_measure": 13.7}, {"fixed acidity": "5.4", "percentile_measure": 13.6}, {"fixed acidity": "4.8", "percentile_measure": 13.5}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02e0ef059ecd26320bf02779eaf4106d6431db35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce44ac8c9993fdb4 +-- problem_id: v2p_n3_61fb4fb5ca4e9c88 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "alcohol_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.9999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "alcohol_value" 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_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bf9a508160be561e7e5c713c1d2fbc64c877b5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/query_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 \"fixed acidity\",\n CAST(\"alcohol\" AS REAL) AS \"alcohol_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"alcohol\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"alcohol\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"fixed acidity\",\n \"alcohol_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.9999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"fixed acidity\",\n \"alcohol_value\" 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 \\\"fixed acidity\\\",\\n CAST(\\\"alcohol\\\" AS REAL) AS \\\"alcohol_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"alcohol\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"alcohol\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n \\\"alcohol_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.9999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"fixed acidity\\\",\\n \\\"alcohol_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"4.7\", \"percentile_measure\": 14.0}, {\"fixed acidity\": \"4.9\", \"percentile_measure\": 14.0}, {\"fixed acidity\": \"5.8\", \"percentile_measure\": 13.7}, {\"fixed acidity\": \"5.4\", \"percentile_measure\": 13.6}, {\"fixed acidity\": \"4.8\", \"percentile_measure\": 13.5}, {\"fixed acidity\": \"5\", \"percentile_measure\": 13.5}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 13.2}, {\"fixed acidity\": \"4.4\", \"percentile_measure\": 13.1}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 13.1}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"5.3\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"5.5\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"6\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 13.0}, {\"fixed acidity\": \"5.9\", \"percentile_measure\": 12.9}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 12.9}, {\"fixed acidity\": \"9\", \"percentile_measure\": 12.9}, {\"fixed acidity\": \"3.9\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 12.8}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"8\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 12.7}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 12.6}, {\"fixed acidity\": \"5.1\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"5.7\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 12.5}, {\"fixed acidity\": \"3.8\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"7\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 12.4}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 12.2}, {\"fixed acidity\": \"4.2\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"6.15\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 12.0}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 11.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bbec6dd2959db53120c3354e9f188048966fd78a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:09:21.080093+00:00", + "ended_at": "2026-05-04T08:09:39.001117+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ce44ac8c9993fdb4", + "problem_id": "v2p_n3_61fb4fb5ca4e9c88", + "dataset_id": "n3", + "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=fixed acidity, measure_col=alcohol.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "alcohol", + "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": 11.4, + "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=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_c\\n3\\sql\\v2q_n3_ce44ac8c9993fdb4.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce44ac8c9993fdb4", + "api_calls": 0, + "input_tokens": 22330, + "cached_input_tokens": 20864, + "output_tokens": 411, + "total_tokens": 22741, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2239, + "estimated_output_tokens": 304, + "estimated_total_tokens": 2543, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17876.3, + "sql_execution_elapsed_ms_total": 17.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce44ac8c9993fdb4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f712e1847a48c05853422186845f1645e8f1ed45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce44ac8c9993fdb4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:38.976530+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17876.3, "started_at": "2026-05-04T08:09:21.082651+00:00", "ended_at": "2026-05-04T08:09:38.958825+00:00", "prompt_metrics": {"chars": 7855, "bytes_utf8": 7855, "lines": 240, "estimated_tokens": 2239}, "response_metrics": {"chars": 1073, "bytes_utf8": 1073, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22330, "cached_input_tokens": 20864, "output_tokens": 411}, "stderr_preview": "2026-05-04T08:09:21.281328Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:23.728946Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b37533eee0aa78c87a2f79968074272aa359609 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,249 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=quality, measure_col=fixed acidity, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS conditional_percentile\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(CEIL(0.95 * \"cnt\") AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.conditional_percentile\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.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_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de1004fd1bac8cf7b4ae7698c33b193fb350a049 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-203c-7e50-a7d3-5e0e2cd0bb83"} +{"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 \\\"quality\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS conditional_percentile\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(CEIL(0.95 * \\\"cnt\\\") AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.conditional_percentile\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.conditional_percentile DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation with window functions. Because group_col and condition_col are both \\\"quality\\\" and the condition is quality='6', only the quality='6' group can have a non-NULL conditional percentile; other groups will return NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22401,"cached_input_tokens":20864,"output_tokens":408}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a28c1931a08be3720c91a5492984513708fe75d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS conditional_percentile\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(CEIL(0.95 * \"cnt\") AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.conditional_percentile\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.conditional_percentile DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation with window functions. Because group_col and condition_col are both \"quality\" and the condition is quality='6', only the quality='6' group can have a non-NULL conditional percentile; other groups will return NULL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..612c4c5fbe0a93b17d75a737bed5e0f228e9e687 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-642b-7343-bed9-9a9ad4d15c29"} +{"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 \\\"quality\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic for ceil(0.95 * cnt): CAST(((95 * cnt) + 99) / 100 AS INT).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22706,"cached_input_tokens":19840,"output_tokens":551}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbe5a048020322b60f83e36e3e31ece4b73240b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic for ceil(0.95 * cnt): CAST(((95 * cnt) + 99) / 100 AS INT)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb5e7ba3f5ea3dfbdf25b39bed661cf0a6780cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:15.527719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:18.019611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:31.647487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..460f710c5d1123990984e2af3d623c0fd3e13473 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:32.904909Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:35.652076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:51.237924Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..561b90963c3f637007fe34ee2439b263efd433fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/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=quality, measure_col=fixed acidity, condition_col=quality. +Result preview: [{"quality": "6", "conditional_percentile": 8.3}, {"quality": "5", "conditional_percentile": null}, {"quality": "7", "conditional_percentile": null}, {"quality": "8", "conditional_percentile": null}, {"quality": "4", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a61432673ad700c42ec4420bd6636030fd750ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce4eddb05c63771e +-- problem_id: v2p_n3_f7168adad2baca65 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("fixed acidity" AS REAL) AS "measure_value" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL +), +"ranked" AS ( + SELECT + "quality", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "quality", + MIN("measure_value") AS conditional_percentile + FROM "ranked" + WHERE "rn" >= CAST(CEIL(0.95 * "cnt") AS INT) + GROUP BY "quality" +) +SELECT + q."quality", + p.conditional_percentile +FROM ( + SELECT DISTINCT "quality" + FROM "n3" +) AS q +LEFT JOIN "percentiles" AS p + ON q."quality" = p."quality" +ORDER BY p.conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e6f78b217c65562c8a9060b8f4850fd11cfff0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/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 \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"fixed acidity\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"fixed acidity\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"quality\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"quality\", \"conditional_percentile\"], \"rows\": [{\"quality\": \"6\", \"conditional_percentile\": 8.3}, {\"quality\": \"5\", \"conditional_percentile\": null}, {\"quality\": \"7\", \"conditional_percentile\": null}, {\"quality\": \"8\", \"conditional_percentile\": null}, {\"quality\": \"4\", \"conditional_percentile\": null}, {\"quality\": \"3\", \"conditional_percentile\": null}, {\"quality\": \"9\", \"conditional_percentile\": null}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98dc312f1f3210d60a712490dbafba75bef0f957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:05:15.310270+00:00", + "ended_at": "2026-05-04T08:05:52.196432+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ce4eddb05c63771e", + "problem_id": "v2p_n3_f7168adad2baca65", + "dataset_id": "n3", + "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=quality, measure_col=fixed acidity, condition_col=quality.", + "bindings": { + "group_col": "quality", + "measure_col": "fixed acidity", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "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_c\\n3\\sql\\v2q_n3_ce4eddb05c63771e.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce4eddb05c63771e", + "api_calls": 0, + "input_tokens": 45107, + "cached_input_tokens": 40704, + "output_tokens": 959, + "total_tokens": 46066, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4925, + "estimated_output_tokens": 661, + "estimated_total_tokens": 5586, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36826.84, + "sql_execution_elapsed_ms_total": 9.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce4eddb05c63771e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9721cd275ceffd84ca061a40e3573ea4b8f61d25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:05:32.672855+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17340.85, "started_at": "2026-05-04T08:05:15.312512+00:00", "ended_at": "2026-05-04T08:05:32.653511+00:00", "prompt_metrics": {"chars": 8172, "bytes_utf8": 8172, "lines": 245, "estimated_tokens": 2310}, "response_metrics": {"chars": 1244, "bytes_utf8": 1244, "lines": 1, "estimated_tokens": 343}, "usage": {"input_tokens": 22401, "cached_input_tokens": 20864, "output_tokens": 408}, "stderr_preview": "2026-05-04T08:05:15.527719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:18.019611Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(CEIL(0.95 * \\\"cnt\\\") AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.conditional_percentile\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.conditional_percentile DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95t"} +{"timestamp": "2026-05-04T08:05:32.673908+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 \"quality\",\n CAST(\"fixed acidity\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"fixed acidity\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"quality\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"quality\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"quality\",\n MIN(\"measure_value\") AS conditional_percentile\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(CEIL(0.95 * \"cnt\") AS INT)\n GROUP BY \"quality\"\n)\nSELECT\n q.\"quality\",\n p.conditional_percentile\nFROM (\n SELECT DISTINCT \"quality\"\n FROM \"n3\"\n) AS q\nLEFT JOIN \"percentiles\" AS p\n ON q.\"quality\" = p.\"quality\"\nORDER BY p.conditional_percentile DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:05:52.179962+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": 19485.99, "started_at": "2026-05-04T08:05:32.675656+00:00", "ended_at": "2026-05-04T08:05:52.161734+00:00", "prompt_metrics": {"chars": 9228, "bytes_utf8": 9228, "lines": 249, "estimated_tokens": 2615}, "response_metrics": {"chars": 1074, "bytes_utf8": 1074, "lines": 1, "estimated_tokens": 318}, "usage": {"input_tokens": 22706, "cached_input_tokens": 19840, "output_tokens": 551}, "stderr_preview": "2026-05-04T08:05:32.904909Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:35.652076Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\n GROUP BY \\\"quality\\\"\\n)\\nSELECT\\n q.\\\"quality\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"quality\\\"\\n FROM \\\"n3\\\"\\n) AS q\\nLEFT JOIN \\\"percentiles\\\" AS p\\n ON q.\\\"quality\\\" = p.\\\"quality\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with intege"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f0572bfe7f01cf0cc6785df5c6b98216123ad11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce4eddb05c63771e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce4eddb05c63771e", + "api_calls": 0, + "input_tokens": 45107, + "cached_input_tokens": 40704, + "output_tokens": 959, + "total_tokens": 46066, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4925, + "estimated_output_tokens": 661, + "estimated_total_tokens": 5586, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36826.84, + "sql_execution_elapsed_ms_total": 9.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce4eddb05c63771e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..070637abb43f177b6949f3cc4752a839aa9d6dae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 240, "estimated_tokens": 2241}} +{"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": 1116, "bytes_utf8": 1116, "lines": 1, "estimated_tokens": 325}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 401}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a668a99ce1c20563e3ffa84c91f1088fb4ab10b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce62e7146d2ddd27", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 401, + "total_tokens": 22733, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 325, + "estimated_total_tokens": 2566, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16438.95, + "sql_execution_elapsed_ms_total": 22.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce62e7146d2ddd27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cd3ed4b73a1dcc42879806df78049cbcaa76eee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/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": "2026-05-04T08:11:39.742544+00:00", + "ended_at": "2026-05-04T08:11:56.181575+00:00", + "elapsed_ms": 16438.95, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 240, + "estimated_tokens": 2241 + }, + "stdout_metrics": { + "chars": 1563, + "bytes_utf8": 1563, + "lines": 4, + "estimated_tokens": 512 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1116, + "bytes_utf8": 1116, + "lines": 1, + "estimated_tokens": 325 + }, + "usage": { + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 401 + } + }, + "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_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44345ca66af955ab59677dd1300197d5eaed8ee2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ded52f57d862bf286a11ca1010d6408680827736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-fde5-76e0-b7f1-8f44740c873a"} +{"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 \\\"fixed acidity\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"citric_acid_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= \\\"cnt\\\" * 0.9\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n r.\\\"fixed acidity\\\",\\n r.\\\"citric_acid_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"fixed acidity\\\" = t.\\\"fixed acidity\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 grouped percentile by selecting the first ordered value whose row number is at least 90% of the group size, with numeric casting for TEXT columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22332,"cached_input_tokens":20864,"output_tokens":401}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40496a413a0c4c1622f05030c801f974829a22f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"fixed acidity\",\n CAST(\"citric acid\" AS REAL) AS \"citric_acid_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"fixed acidity\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= \"cnt\" * 0.9\n GROUP BY \"fixed acidity\"\n)\nSELECT\n r.\"fixed acidity\",\n r.\"citric_acid_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"fixed acidity\" = t.\"fixed acidity\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 grouped percentile by selecting the first ordered value whose row number is at least 90% of the group size, with numeric casting for TEXT columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3f5778fe2b67a72089d7f50f21bfe0e7f8698f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:39.918535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:42.238139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:55.386089Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ad9a987c796c38762e6bc38a1436c5f520eee5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/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=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "10.2", "percentile_measure": 0.88}, {"fixed acidity": "9.8", "percentile_measure": 0.74}, {"fixed acidity": "8.7", "percentile_measure": 0.73}, {"fixed acidity": "7.5", "percentile_measure": 0.67}, {"fixed acidity": "9.7", "percentile_measure": 0.59}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93d5fbb9a75aa194a537c40ab63980a135b72b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce62e7146d2ddd27 +-- problem_id: v2p_n3_b6260afb4461707b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("citric acid" AS REAL) AS "citric_acid_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"target" AS ( + SELECT + "fixed acidity", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE "rn" >= "cnt" * 0.9 + GROUP BY "fixed acidity" +) +SELECT + r."fixed acidity", + r."citric_acid_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target" AS t + ON r."fixed acidity" = t."fixed acidity" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a41bc380423798e6a9a078b4ffe1cf4855df7bc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/query_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 \"fixed acidity\",\n CAST(\"citric acid\" AS REAL) AS \"citric_acid_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"fixed acidity\"\n ORDER BY CAST(\"citric acid\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"fixed acidity\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"fixed acidity\" IS NOT NULL\n AND \"citric acid\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"fixed acidity\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= \"cnt\" * 0.9\n GROUP BY \"fixed acidity\"\n)\nSELECT\n r.\"fixed acidity\",\n r.\"citric_acid_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"fixed acidity\" = t.\"fixed acidity\"\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 \\\"fixed acidity\\\",\\n CAST(\\\"citric acid\\\" AS REAL) AS \\\"citric_acid_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ORDER BY CAST(\\\"citric acid\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"fixed acidity\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"fixed acidity\\\" IS NOT NULL\\n AND \\\"citric acid\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"fixed acidity\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= \\\"cnt\\\" * 0.9\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n r.\\\"fixed acidity\\\",\\n r.\\\"citric_acid_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"fixed acidity\\\" = t.\\\"fixed acidity\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"fixed acidity\", \"percentile_measure\"], \"rows\": [{\"fixed acidity\": \"10.2\", \"percentile_measure\": 0.88}, {\"fixed acidity\": \"9.8\", \"percentile_measure\": 0.74}, {\"fixed acidity\": \"8.7\", \"percentile_measure\": 0.73}, {\"fixed acidity\": \"7.5\", \"percentile_measure\": 0.67}, {\"fixed acidity\": \"9.7\", \"percentile_measure\": 0.59}, {\"fixed acidity\": \"7.7\", \"percentile_measure\": 0.58}, {\"fixed acidity\": \"8.3\", \"percentile_measure\": 0.57}, {\"fixed acidity\": \"10.7\", \"percentile_measure\": 0.56}, {\"fixed acidity\": \"8.4\", \"percentile_measure\": 0.56}, {\"fixed acidity\": \"9.4\", \"percentile_measure\": 0.55}, {\"fixed acidity\": \"9.6\", \"percentile_measure\": 0.54}, {\"fixed acidity\": \"7.2\", \"percentile_measure\": 0.53}, {\"fixed acidity\": \"9\", \"percentile_measure\": 0.5}, {\"fixed acidity\": \"14.2\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"6.3\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"6.4\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"7.1\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"7.3\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"7.4\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"7.6\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"7.8\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"7.9\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.1\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.2\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.5\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.8\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"8.9\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"9.1\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"9.2\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"9.3\", \"percentile_measure\": 0.49}, {\"fixed acidity\": \"10.3\", \"percentile_measure\": 0.48}, {\"fixed acidity\": \"6.2\", \"percentile_measure\": 0.48}, {\"fixed acidity\": \"6.7\", \"percentile_measure\": 0.48}, {\"fixed acidity\": \"6.1\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"6.5\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"6.6\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"9.5\", \"percentile_measure\": 0.47}, {\"fixed acidity\": \"5.6\", \"percentile_measure\": 0.46}, {\"fixed acidity\": \"6.8\", \"percentile_measure\": 0.46}, {\"fixed acidity\": \"8.6\", \"percentile_measure\": 0.46}, {\"fixed acidity\": \"9.9\", \"percentile_measure\": 0.46}, {\"fixed acidity\": \"5.2\", \"percentile_measure\": 0.45}, {\"fixed acidity\": \"7\", \"percentile_measure\": 0.45}, {\"fixed acidity\": \"6.9\", \"percentile_measure\": 0.43}, {\"fixed acidity\": \"10\", \"percentile_measure\": 0.42}, {\"fixed acidity\": \"6\", \"percentile_measure\": 0.42}, {\"fixed acidity\": \"6.45\", \"percentile_measure\": 0.42}, {\"fixed acidity\": \"3.9\", \"percentile_measure\": 0.4}, {\"fixed acidity\": \"5\", \"percentile_measure\": 0.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..365dfe5e7ea20756bc8cbd3d159fc437e3efe432 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:11:39.740112+00:00", + "ended_at": "2026-05-04T08:11:56.230070+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ce62e7146d2ddd27", + "problem_id": "v2p_n3_b6260afb4461707b", + "dataset_id": "n3", + "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=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_ce62e7146d2ddd27.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce62e7146d2ddd27", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 401, + "total_tokens": 22733, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 325, + "estimated_total_tokens": 2566, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16438.95, + "sql_execution_elapsed_ms_total": 22.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce62e7146d2ddd27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b192808baf042dd3af60d867f21c96b6151f462 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:56.200506+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16438.95, "started_at": "2026-05-04T08:11:39.742544+00:00", "ended_at": "2026-05-04T08:11:56.181575+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 240, "estimated_tokens": 2241}, "response_metrics": {"chars": 1116, "bytes_utf8": 1116, "lines": 1, "estimated_tokens": 325}, "usage": {"input_tokens": 22332, "cached_input_tokens": 20864, "output_tokens": 401}, "stderr_preview": "2026-05-04T08:11:39.918535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:42.238139Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"cnt\\\" * 0.9\\n GROUP BY \\\"fixed acidity\\\"\\n)\\nSELECT\\n r.\\\"fixed acidity\\\",\\n r.\\\"citric_acid_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"fixed acidity\\\" = t.\\\"fixed acidity\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 grouped percentile by selecting "} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21b9f4d9102a279ee65992fd8ca7b0ab4c0f2532 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce62e7146d2ddd27/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce62e7146d2ddd27", + "api_calls": 0, + "input_tokens": 22332, + "cached_input_tokens": 20864, + "output_tokens": 401, + "total_tokens": 22733, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2241, + "estimated_output_tokens": 325, + "estimated_total_tokens": 2566, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16438.95, + "sql_execution_elapsed_ms_total": 22.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce62e7146d2ddd27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ed036cd8a48359bf46abe96bd1abbd37f64959a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2237}} +{"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": 1103, "bytes_utf8": 1103, "lines": 1, "estimated_tokens": 309}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 374}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..307d97857912f8533b16ea47861ad793b2bc9e4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce736b4af52fdb6a", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 374, + "total_tokens": 22702, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 309, + "estimated_total_tokens": 2546, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16734.17, + "sql_execution_elapsed_ms_total": 20.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce736b4af52fdb6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20fdafe32bbd5e7865b70e8ed5483087f86c34e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/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": "2026-05-04T08:11:22.954417+00:00", + "ended_at": "2026-05-04T08:11:39.688304+00:00", + "elapsed_ms": 16734.17, + "prompt_metrics": { + "chars": 7860, + "bytes_utf8": 7860, + "lines": 240, + "estimated_tokens": 2237 + }, + "stdout_metrics": { + "chars": 1547, + "bytes_utf8": 1547, + "lines": 4, + "estimated_tokens": 487 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13167 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1103, + "bytes_utf8": 1103, + "lines": 1, + "estimated_tokens": 309 + }, + "usage": { + "input_tokens": 22328, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aedc661f848666eab134492f4bf8a0ea4535889d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=volatile acidity.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e82bcbf107b23e27063f29a16c5b77ba7e112f04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-bc6b-7cc0-b977-87655e4717a5"} +{"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 \\\"quality\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"volatile_acidity_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 90th percentile for \\\"volatile acidity\\\" within each \\\"quality\\\" group, casting TEXT values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22328,"cached_input_tokens":20864,"output_tokens":374}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efdfec50059d97b241387414f6fc303622fd0a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"quality\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"volatile_acidity_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 90th percentile for \"volatile acidity\" within each \"quality\" group, casting TEXT values to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a04b8df8a72f6ee28d14d31fafaf7974072d442 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:23.175956Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:25.528630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:38.879118Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48638cba31be71654a30a7d564ad35de0cc4725a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/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=quality, measure_col=volatile acidity. +Result preview: [{"quality": "4", "percentile_measure": 0.63}, {"quality": "3", "percentile_measure": 0.55}, {"quality": "8", "percentile_measure": 0.44}, {"quality": "5", "percentile_measure": 0.42}, {"quality": "7", "percentile_measure": 0.39}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3a453d0593b40ea34d73cd46e376eaf83759f76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce736b4af52fdb6a +-- problem_id: v2p_n3_9ea14f88b969b26a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("volatile acidity" AS REAL) AS "volatile_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"picked" AS ( + SELECT + "quality", + "volatile_acidity_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "quality", + "percentile_measure" +FROM "picked" +WHERE "pick_rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fbffa151d62445cbf7bf8f52fadac180fddc5b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/query_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 \"quality\",\n CAST(\"volatile acidity\" AS REAL) AS \"volatile_acidity_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"volatile acidity\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"quality\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"volatile acidity\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"quality\",\n \"volatile_acidity_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY \"rn\"\n ) AS \"pick_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"quality\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_rn\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n CAST(\\\"volatile acidity\\\" AS REAL) AS \\\"volatile_acidity_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"volatile acidity\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"quality\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"volatile acidity\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"volatile_acidity_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"4\", \"percentile_measure\": 0.63}, {\"quality\": \"3\", \"percentile_measure\": 0.55}, {\"quality\": \"8\", \"percentile_measure\": 0.44}, {\"quality\": \"5\", \"percentile_measure\": 0.42}, {\"quality\": \"7\", \"percentile_measure\": 0.39}, {\"quality\": \"6\", \"percentile_measure\": 0.37}, {\"quality\": \"9\", \"percentile_measure\": 0.36}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdaf816718a77f6aab617f0bafe5421c3de6b8e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:11:22.951510+00:00", + "ended_at": "2026-05-04T08:11:39.738427+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ce736b4af52fdb6a", + "problem_id": "v2p_n3_9ea14f88b969b26a", + "dataset_id": "n3", + "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=quality, measure_col=volatile acidity.", + "bindings": { + "group_col": "quality", + "measure_col": "volatile acidity", + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_ce736b4af52fdb6a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce736b4af52fdb6a", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 374, + "total_tokens": 22702, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 309, + "estimated_total_tokens": 2546, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16734.17, + "sql_execution_elapsed_ms_total": 20.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce736b4af52fdb6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bc94d6e80a088b685300d25e2b81d236a89cb5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:39.711324+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16734.17, "started_at": "2026-05-04T08:11:22.954417+00:00", "ended_at": "2026-05-04T08:11:39.688304+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2237}, "response_metrics": {"chars": 1103, "bytes_utf8": 1103, "lines": 1, "estimated_tokens": 309}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 374}, "stderr_preview": "2026-05-04T08:11:23.175956Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:25.528630Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bdef9f1ff36cae941d2c52888eac20e5f3bafdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ce736b4af52fdb6a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ce736b4af52fdb6a", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 374, + "total_tokens": 22702, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 309, + "estimated_total_tokens": 2546, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16734.17, + "sql_execution_elapsed_ms_total": 20.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ce736b4af52fdb6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f7f3de69e0efbc537a9152879a3777e0646a53f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7906, "bytes_utf8": 7906, "lines": 243, "estimated_tokens": 2264}} +{"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": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22355, "cached_input_tokens": 20864, "output_tokens": 126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d81122aa098458305d2014fc7b3f09c913c9829 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_cfeafc003ad9e400", + "api_calls": 0, + "input_tokens": 22355, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2264, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2374, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.32, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_cfeafc003ad9e400\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ba480c982fbfb4483ff523018ff0833117f4c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/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": "2026-05-04T07:56:41.112653+00:00", + "ended_at": "2026-05-04T07:56:52.024351+00:00", + "elapsed_ms": 10913.32, + "prompt_metrics": { + "chars": 7906, + "bytes_utf8": 7906, + "lines": 243, + "estimated_tokens": 2264 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13259 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22355, + "cached_input_tokens": 20864, + "output_tokens": 126 + } + }, + "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_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64c0e4a8ffacb57c94b970733e804f1d4e215213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d8b841e970d13790ca5b4902066946714c52190 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-478b-7d40-8fbc-b62e5292a518"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"sulphates\\\" and condition_col=\\\"quality\\\", using condition_value '6'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22355,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a40faf5360cec8cfb7817693ff523684dc566fc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"sulphates\" and condition_col=\"quality\", using condition_value '6'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6561e81199829d692244efa7991b8065d1c9437c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:41.285905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:43.612542Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:51.438740Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce86202ab1a7e576603a720612790eca1e105c4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/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=sulphates, condition_col=quality. +Result preview: [{"sulphates": "1.06", "condition_rate": 1.0}, {"sulphates": "1.01", "condition_rate": 1.0}, {"sulphates": "1", "condition_rate": 1.0}, {"sulphates": "0.23", "condition_rate": 1.0}, {"sulphates": "0.98", "condition_rate": 0.8333333333333334}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d68822ec1d9cf134fd84cd5cb5d6cbe884e8900c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_cfeafc003ad9e400 +-- problem_id: v2p_n3_15a25f659d719148 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..006854c758c5a884c29f0155abb364f2c8f331d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/query_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 \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"1.06\", \"condition_rate\": 1.0}, {\"sulphates\": \"1.01\", \"condition_rate\": 1.0}, {\"sulphates\": \"1\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.23\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.98\", \"condition_rate\": 0.8333333333333334}, {\"sulphates\": \"0.78\", \"condition_rate\": 0.6842105263157895}, {\"sulphates\": \"0.96\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.85\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.77\", \"condition_rate\": 0.625}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.5462962962962963}, {\"sulphates\": \"0.58\", \"condition_rate\": 0.5454545454545454}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.5441176470588235}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.5428571428571428}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.5392156862745098}, {\"sulphates\": \"0.27\", \"condition_rate\": 0.5384615384615384}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.5348837209302325}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.5333333333333333}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.5263157894736842}, {\"sulphates\": \"0.33\", \"condition_rate\": 0.5254237288135594}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.5176470588235295}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.5166666666666667}, {\"sulphates\": \"0.59\", \"condition_rate\": 0.5051546391752577}, {\"sulphates\": \"0.92\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.87\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.79\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.4972375690607735}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.49700598802395207}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.4859437751004016}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.47752808988764045}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.4722222222222222}, {\"sulphates\": \"0.82\", \"condition_rate\": 0.46153846153846156}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.45714285714285713}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.45323741007194246}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.45}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.44047619047619047}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.4392523364485981}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.436046511627907}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.43373493975903615}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.43333333333333335}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.4318181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.42857142857142855}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.42168674698795183}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.417910447761194}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.4177777777777778}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.40476190476190477}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.3958333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd70db704c8024dcfe49485a0fe1827fb41069f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:56:41.109870+00:00", + "ended_at": "2026-05-04T07:56:52.057277+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_cfeafc003ad9e400", + "problem_id": "v2p_n3_15a25f659d719148", + "dataset_id": "n3", + "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=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_cfeafc003ad9e400.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_cfeafc003ad9e400", + "api_calls": 0, + "input_tokens": 22355, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 22481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2264, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2374, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.32, + "sql_execution_elapsed_ms_total": 5.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_cfeafc003ad9e400\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c913eb8f9991d8fbd612acb1c20024d37e41db2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_cfeafc003ad9e400/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:52.038135+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10913.32, "started_at": "2026-05-04T07:56:41.112653+00:00", "ended_at": "2026-05-04T07:56:52.024351+00:00", "prompt_metrics": {"chars": 7906, "bytes_utf8": 7906, "lines": 243, "estimated_tokens": 2264}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22355, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:56:41.285905Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:43.612542Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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 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_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20234cce038c1973fc8ecc267cdc53a17c41ef00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-6fb9-7d62-b7c7-a3cc3ed21ee4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col bound to \\\"sulphates\\\" and condition_col bound to \\\"quality\\\", probing the within-group proportion of rows where quality = 6.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22355,"cached_input_tokens":21888,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ca2103916aaccb325717946e2005a290d32da20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col bound to \"sulphates\" and condition_col bound to \"quality\", probing the within-group proportion of rows where quality = 6."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aa1495a003e8ed7c0896793d38306b9b8db381a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:57.097938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:59.449556Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:08.991102Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3c164eee4b92dbbcab2d6f3e3004427353700ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/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=sulphates, condition_col=quality. +Result preview: [{"sulphates": "1.06", "condition_rate": 1.0}, {"sulphates": "1.01", "condition_rate": 1.0}, {"sulphates": "1", "condition_rate": 1.0}, {"sulphates": "0.23", "condition_rate": 1.0}, {"sulphates": "0.98", "condition_rate": 0.8333333333333334}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d79da863da488c8dc399fdaff0bc243cf457a6da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d3add96bbcb5c06f +-- problem_id: v2p_n3_78147e352cc6b50a +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bb391426bf936710306427d0f53d60c6ce07d17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/query_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 \"sulphates\",\n AVG(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"1.06\", \"condition_rate\": 1.0}, {\"sulphates\": \"1.01\", \"condition_rate\": 1.0}, {\"sulphates\": \"1\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.23\", \"condition_rate\": 1.0}, {\"sulphates\": \"0.98\", \"condition_rate\": 0.8333333333333334}, {\"sulphates\": \"0.78\", \"condition_rate\": 0.6842105263157895}, {\"sulphates\": \"0.96\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.85\", \"condition_rate\": 0.6666666666666666}, {\"sulphates\": \"0.77\", \"condition_rate\": 0.625}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.5462962962962963}, {\"sulphates\": \"0.58\", \"condition_rate\": 0.5454545454545454}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.5441176470588235}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.5428571428571428}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.5392156862745098}, {\"sulphates\": \"0.27\", \"condition_rate\": 0.5384615384615384}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.5348837209302325}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.5333333333333333}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.5263157894736842}, {\"sulphates\": \"0.33\", \"condition_rate\": 0.5254237288135594}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.5176470588235295}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.5166666666666667}, {\"sulphates\": \"0.59\", \"condition_rate\": 0.5051546391752577}, {\"sulphates\": \"0.92\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.87\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.79\", \"condition_rate\": 0.5}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.4972375690607735}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.49700598802395207}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.4859437751004016}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.47752808988764045}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.4722222222222222}, {\"sulphates\": \"0.82\", \"condition_rate\": 0.46153846153846156}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.45714285714285713}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.45323741007194246}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.45}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.4444444444444444}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.44047619047619047}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.4392523364485981}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.436046511627907}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.43373493975903615}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.43333333333333335}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.4318181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.42857142857142855}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.42168674698795183}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.417910447761194}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.4177777777777778}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.40476190476190477}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.3958333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd3fd2155875e9c958170ebf57f9ae0183869285 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:57:56.937511+00:00", + "ended_at": "2026-05-04T07:58:09.883515+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d3add96bbcb5c06f", + "problem_id": "v2p_n3_78147e352cc6b50a", + "dataset_id": "n3", + "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=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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", + "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=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_c\\n3\\sql\\v2q_n3_d3add96bbcb5c06f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d3add96bbcb5c06f", + "api_calls": 0, + "input_tokens": 22355, + "cached_input_tokens": 21888, + "output_tokens": 127, + "total_tokens": 22482, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2264, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2375, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12913.39, + "sql_execution_elapsed_ms_total": 3.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_d3add96bbcb5c06f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8f3eb278c293d544d71e0d0523cecf10c039a72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d3add96bbcb5c06f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:09.871614+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12913.39, "started_at": "2026-05-04T07:57:56.940285+00:00", "ended_at": "2026-05-04T07:58:09.854060+00:00", "prompt_metrics": {"chars": 7918, "bytes_utf8": 7918, "lines": 243, "estimated_tokens": 2264}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22355, "cached_input_tokens": 21888, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:57:57.097938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:59.449556Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "residual sugar", + "predicate_op": ">=", + "predicate_value": 9.9, + "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": 0.05, + "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 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_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14b75bac5b1b365cb1eed35ebf619fdfce7418b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-ea74-7081-acfe-1b8ec1d7964c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"residual sugar\\\" AS REAL) >= 9.9\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"fixed acidity\\\" and predicate on \\\"residual sugar\\\" >= 9.9. Cast \\\"residual sugar\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22342,"cached_input_tokens":21888,"output_tokens":181}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6d93da6872d00e49a6f0f8f23aac743e9d916d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"residual sugar\" AS REAL) >= 9.9\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"fixed acidity\" and predicate on \"residual sugar\" >= 9.9. Cast \"residual sugar\" 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_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31d00cb842098a9dddabb35b2ad86f4a31587752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:54.432587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:56.735982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:05.338111Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b591f08d7555ee7603fa910f4f86c62cba1c7ede --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/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=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "support": 89}, {"fixed acidity": "7.4", "support": 82}, {"fixed acidity": "6.6", "support": 80}, {"fixed acidity": "7.2", "support": 67}, {"fixed acidity": "7.1", "support": 64}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ac0c2883f620e55876e14f749258b69eb76b955 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d441ddf6a6f77071 +-- problem_id: v2p_n3_c62dc0dd9538a4e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("residual sugar" AS REAL) >= 9.9 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58770c307ff14ad125f71e1bf46deec13bb1f2f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/query_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 \"fixed acidity\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"residual sugar\" AS REAL) >= 9.9\nGROUP BY \"fixed acidity\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"residual sugar\\\" AS REAL) >= 9.9\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"fixed acidity\", \"support\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 89}, {\"fixed acidity\": \"7.4\", \"support\": 82}, {\"fixed acidity\": \"6.6\", \"support\": 80}, {\"fixed acidity\": \"7.2\", \"support\": 67}, {\"fixed acidity\": \"7.1\", \"support\": 64}, {\"fixed acidity\": \"6.5\", \"support\": 64}, {\"fixed acidity\": \"7.3\", \"support\": 63}, {\"fixed acidity\": \"7\", \"support\": 58}, {\"fixed acidity\": \"6.9\", \"support\": 57}, {\"fixed acidity\": \"7.6\", \"support\": 52}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90258d8e97aecd9775000b3c27f20aa42cc15132 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:39:54.221996+00:00", + "ended_at": "2026-05-04T07:40:06.262889+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d441ddf6a6f77071", + "problem_id": "v2p_n3_c62dc0dd9538a4e6", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "predicate_col": "residual sugar", + "predicate_op": ">=", + "predicate_value": 9.9, + "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": 0.05, + "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", + "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_c\\n3\\sql\\v2q_n3_d441ddf6a6f77071.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d441ddf6a6f77071", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12012.26, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_d441ddf6a6f77071\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6282fe54f62130472eda212c5d8241af31d079d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:06.253371+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12012.26, "started_at": "2026-05-04T07:39:54.224673+00:00", "ended_at": "2026-05-04T07:40:06.236507+00:00", "prompt_metrics": {"chars": 7869, "bytes_utf8": 7869, "lines": 242, "estimated_tokens": 2253}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22342, "cached_input_tokens": 21888, "output_tokens": 181}, "stderr_preview": "2026-05-04T07:39:54.432587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:56.735982Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 9.9\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"fixed acidity\\\" and predicate on \\\"residual sugar\\\" >= 9.9. Cast \\\"residual sugar\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bed53b075bbcf514a6ab667a6158e4a7bd690fb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d441ddf6a6f77071/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d441ddf6a6f77071", + "api_calls": 0, + "input_tokens": 22342, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22523, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2253, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12012.26, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_d441ddf6a6f77071\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8f6903e06ed1a3b5471fb0f6a9ec53626ef2a6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"sulphates": "0.5", "support": 249, "avg_response": 0.3278714859437751}, {"sulphates": "0.46", "support": 225, "avg_response": 0.33422222222222225}, {"sulphates": "0.44", "support": 216, "avg_response": 0.33708333333333335}, {"sulphates": "0.38", "support": 214, "avg_response": 0.30775700934579436}, {"sulphates": "0.42", "support": 181, "avg_response": 0.3330386740331492}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..684dd2b54d5597c7b88eb709909048bdf5197247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d529aa7691766f75 +-- problem_id: v2p_n3_2e9ce7732d5e09f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9570da3cea085b95311669326c02d35881df18ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/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_c\n-- sql_source_dataset_id: n3\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_n3_d529aa7691766f75\n-- problem_id: v2p_n3_2e9ce7732d5e09f0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"sulphates\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"sulphates\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_d529aa7691766f75\\n-- problem_id: v2p_n3_2e9ce7732d5e09f0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"sulphates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"sulphates\", \"support\", \"avg_response\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 249, \"avg_response\": 0.3278714859437751}, {\"sulphates\": \"0.46\", \"support\": 225, \"avg_response\": 0.33422222222222225}, {\"sulphates\": \"0.44\", \"support\": 216, \"avg_response\": 0.33708333333333335}, {\"sulphates\": \"0.38\", \"support\": 214, \"avg_response\": 0.30775700934579436}, {\"sulphates\": \"0.42\", \"support\": 181, \"avg_response\": 0.3330386740331492}, {\"sulphates\": \"0.48\", \"support\": 179, \"avg_response\": 0.3363687150837989}, {\"sulphates\": \"0.45\", \"support\": 178, \"avg_response\": 0.35151685393258425}, {\"sulphates\": \"0.47\", \"support\": 172, \"avg_response\": 0.3388953488372093}, {\"sulphates\": \"0.4\", \"support\": 168, \"avg_response\": 0.3382142857142857}, {\"sulphates\": \"0.54\", \"support\": 167, \"avg_response\": 0.3337724550898204}, {\"sulphates\": \"0.49\", \"support\": 166, \"avg_response\": 0.3486144578313253}, {\"sulphates\": \"0.43\", \"support\": 161, \"avg_response\": 0.34335403726708075}, {\"sulphates\": \"0.52\", \"support\": 156, \"avg_response\": 0.3312820512820513}, {\"sulphates\": \"0.39\", \"support\": 151, \"avg_response\": 0.32920529801324505}, {\"sulphates\": \"0.51\", \"support\": 140, \"avg_response\": 0.3365}, {\"sulphates\": \"0.41\", \"support\": 139, \"avg_response\": 0.32827338129496403}, {\"sulphates\": \"0.53\", \"support\": 135, \"avg_response\": 0.3453333333333333}, {\"sulphates\": \"0.37\", \"support\": 129, \"avg_response\": 0.30418604651162795}, {\"sulphates\": \"0.36\", \"support\": 120, \"avg_response\": 0.31916666666666665}, {\"sulphates\": \"0.56\", \"support\": 108, \"avg_response\": 0.324537037037037}, {\"sulphates\": \"0.55\", \"support\": 102, \"avg_response\": 0.3383333333333333}, {\"sulphates\": \"0.58\", \"support\": 99, \"avg_response\": 0.3323232323232323}, {\"sulphates\": \"0.59\", \"support\": 97, \"avg_response\": 0.34927835051546396}, {\"sulphates\": \"0.6\", \"support\": 88, \"avg_response\": 0.3281818181818182}, {\"sulphates\": \"0.35\", \"support\": 85, \"avg_response\": 0.29670588235294115}, {\"sulphates\": \"0.34\", \"support\": 84, \"avg_response\": 0.3286904761904762}, {\"sulphates\": \"0.57\", \"support\": 83, \"avg_response\": 0.33180722891566267}, {\"sulphates\": \"0.62\", \"support\": 68, \"avg_response\": 0.3416176470588235}, {\"sulphates\": \"0.64\", \"support\": 67, \"avg_response\": 0.35253731343283584}, {\"sulphates\": \"0.33\", \"support\": 59, \"avg_response\": 0.33186440677966106}, {\"sulphates\": \"0.32\", \"support\": 54, \"avg_response\": 0.32833333333333337}, {\"sulphates\": \"0.63\", \"support\": 48, \"avg_response\": 0.3127083333333333}, {\"sulphates\": \"0.61\", \"support\": 45, \"avg_response\": 0.3411111111111111}, {\"sulphates\": \"0.68\", \"support\": 44, \"avg_response\": 0.36727272727272725}, {\"sulphates\": \"0.66\", \"support\": 36, \"avg_response\": 0.32055555555555554}, {\"sulphates\": \"0.67\", \"support\": 35, \"avg_response\": 0.3402857142857143}, {\"sulphates\": \"0.31\", \"support\": 35, \"avg_response\": 0.33685714285714285}, {\"sulphates\": \"0.72\", \"support\": 33, \"avg_response\": 0.3187878787878788}, {\"sulphates\": \"0.3\", \"support\": 31, \"avg_response\": 0.33580645161290323}, {\"sulphates\": \"0.69\", \"support\": 30, \"avg_response\": 0.3446666666666667}, {\"sulphates\": \"0.65\", \"support\": 28, \"avg_response\": 0.3417857142857143}, {\"sulphates\": \"0.7\", \"support\": 27, \"avg_response\": 0.41555555555555557}, {\"sulphates\": \"0.75\", \"support\": 22, \"avg_response\": 0.3981818181818182}, {\"sulphates\": \"0.76\", \"support\": 19, \"avg_response\": 0.36894736842105263}, {\"sulphates\": \"0.78\", \"support\": 19, \"avg_response\": 0.3557894736842105}, {\"sulphates\": \"0.74\", \"support\": 19, \"avg_response\": 0.34421052631578947}, {\"sulphates\": \"0.71\", \"support\": 18, \"avg_response\": 0.28833333333333333}, {\"sulphates\": \"0.79\", \"support\": 16, \"avg_response\": 0.34625}, {\"sulphates\": \"0.77\", \"support\": 16, \"avg_response\": 0.320625}, {\"sulphates\": \"0.29\", \"support\": 16, \"avg_response\": 0.304375}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60d1aeae5c33d572a8d341671683309d7ce2ba2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.749014+00:00", + "ended_at": "2026-05-04T08:19:07.756739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d529aa7691766f75", + "problem_id": "v2p_n3_2e9ce7732d5e09f0", + "dataset_id": "n3", + "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=citric acid, key_col=sulphates.", + "bindings": { + "key_col": "sulphates", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_d529aa7691766f75.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_c/n3/artifacts/v2q_n3_d529aa7691766f75/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d529aa7691766f75/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_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab3aec7abf73ff8fd27f02d2fa4ff7d82bfe29f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7587, "bytes_utf8": 7587, "lines": 238, "estimated_tokens": 2174}} +{"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": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 209}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc58f6a573d02978f635844843edc530f71ee570 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d7f2abc2faf25489", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 22474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2245, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13785.89, + "sql_execution_elapsed_ms_total": 2.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_d7f2abc2faf25489\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b5da80fe2f4a7bda65e097718cb87d559ecefe5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/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": "2026-05-04T07:37:08.656834+00:00", + "ended_at": "2026-05-04T07:37:22.441378+00:00", + "elapsed_ms": 13785.89, + "prompt_metrics": { + "chars": 7587, + "bytes_utf8": 7587, + "lines": 238, + "estimated_tokens": 2174 + }, + "stdout_metrics": { + "chars": 609, + "bytes_utf8": 609, + "lines": 4, + "estimated_tokens": 171 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13274 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 289, + "bytes_utf8": 289, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22265, + "cached_input_tokens": 19840, + "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_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b5db426ebbed117c0223f5246b91ca43d30628d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=fixed acidity.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..031b20f3e9e4dd59a7f79cbf736fe352d66acc32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-63ae-72b2-ad97-98f36cbcc81c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped-count template with group_col bound to \\\"fixed acidity\\\" on the single table \\\"n3\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22265,"cached_input_tokens":19840,"output_tokens":209}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..709a3251b11c0d5482aff6b3d3abdf6cde9625b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;","notes":"Used the provided grouped-count template with group_col bound to \"fixed acidity\" on the single table \"n3\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22e465b9e72990be68a907b00377fc23fbf56142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:08.870379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:11.459346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:21.228492Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d94e29bd2a0b59ce0c478ad3ad14b5e6c386651b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/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=fixed acidity. +Result preview: [{"fixed acidity": "6.8", "row_count": 308}, {"fixed acidity": "6.6", "row_count": 290}, {"fixed acidity": "6.4", "row_count": 280}, {"fixed acidity": "6.9", "row_count": 241}, {"fixed acidity": "6.7", "row_count": 236}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..485acca0568cf9547425ccb4941f11a98e9831df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d7f2abc2faf25489 +-- problem_id: v2p_n3_3ecec13cce38b348 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07e323ddb7038be95bffc7b75876afe7dc022acb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/query_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 \"fixed acidity\", COUNT(*) AS row_count\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"fixed acidity\\\", COUNT(*) AS row_count\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"fixed acidity\", \"row_count\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"row_count\": 308}, {\"fixed acidity\": \"6.6\", \"row_count\": 290}, {\"fixed acidity\": \"6.4\", \"row_count\": 280}, {\"fixed acidity\": \"6.9\", \"row_count\": 241}, {\"fixed acidity\": \"6.7\", \"row_count\": 236}, {\"fixed acidity\": \"7\", \"row_count\": 232}, {\"fixed acidity\": \"6.5\", \"row_count\": 225}, {\"fixed acidity\": \"7.2\", \"row_count\": 206}, {\"fixed acidity\": \"7.1\", \"row_count\": 200}, {\"fixed acidity\": \"7.4\", \"row_count\": 194}, {\"fixed acidity\": \"6.2\", \"row_count\": 192}, {\"fixed acidity\": \"6.3\", \"row_count\": 188}, {\"fixed acidity\": \"6\", \"row_count\": 184}, {\"fixed acidity\": \"7.3\", \"row_count\": 178}, {\"fixed acidity\": \"6.1\", \"row_count\": 155}, {\"fixed acidity\": \"7.6\", \"row_count\": 153}, {\"fixed acidity\": \"7.5\", \"row_count\": 123}, {\"fixed acidity\": \"5.8\", \"row_count\": 121}, {\"fixed acidity\": \"5.9\", \"row_count\": 103}, {\"fixed acidity\": \"7.8\", \"row_count\": 93}, {\"fixed acidity\": \"7.7\", \"row_count\": 93}, {\"fixed acidity\": \"5.7\", \"row_count\": 88}, {\"fixed acidity\": \"8\", \"row_count\": 80}, {\"fixed acidity\": \"7.9\", \"row_count\": 74}, {\"fixed acidity\": \"5.6\", \"row_count\": 71}, {\"fixed acidity\": \"8.2\", \"row_count\": 56}, {\"fixed acidity\": \"8.1\", \"row_count\": 56}, {\"fixed acidity\": \"8.3\", \"row_count\": 52}, {\"fixed acidity\": \"8.4\", \"row_count\": 35}, {\"fixed acidity\": \"8.5\", \"row_count\": 32}, {\"fixed acidity\": \"5.5\", \"row_count\": 31}, {\"fixed acidity\": \"5.4\", \"row_count\": 28}, {\"fixed acidity\": \"5.2\", \"row_count\": 28}, {\"fixed acidity\": \"5.3\", \"row_count\": 27}, {\"fixed acidity\": \"8.6\", \"row_count\": 25}, {\"fixed acidity\": \"5\", \"row_count\": 24}, {\"fixed acidity\": \"5.1\", \"row_count\": 23}, {\"fixed acidity\": \"9.2\", \"row_count\": 21}, {\"fixed acidity\": \"8.8\", \"row_count\": 18}, {\"fixed acidity\": \"9\", \"row_count\": 17}, {\"fixed acidity\": \"8.9\", \"row_count\": 16}, {\"fixed acidity\": \"8.7\", \"row_count\": 15}, {\"fixed acidity\": \"9.4\", \"row_count\": 11}, {\"fixed acidity\": \"4.8\", \"row_count\": 9}, {\"fixed acidity\": \"9.8\", \"row_count\": 8}, {\"fixed acidity\": \"4.9\", \"row_count\": 7}, {\"fixed acidity\": \"9.1\", \"row_count\": 6}, {\"fixed acidity\": \"9.6\", \"row_count\": 5}, {\"fixed acidity\": \"4.7\", \"row_count\": 5}, {\"fixed acidity\": \"9.7\", \"row_count\": 4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f96957768a72717ec9137e8d1f3b8fbe0d7a4479 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:37:08.653997+00:00", + "ended_at": "2026-05-04T07:37:22.472018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d7f2abc2faf25489", + "problem_id": "v2p_n3_3ecec13cce38b348", + "dataset_id": "n3", + "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=fixed acidity.", + "bindings": { + "group_col": "fixed acidity", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_d7f2abc2faf25489.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d7f2abc2faf25489", + "api_calls": 0, + "input_tokens": 22265, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 22474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2174, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2245, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13785.89, + "sql_execution_elapsed_ms_total": 2.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_d7f2abc2faf25489\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fe7f003d7a4a893de6c3aaed9739e58deb91cce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d7f2abc2faf25489/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:22.460698+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13785.89, "started_at": "2026-05-04T07:37:08.656834+00:00", "ended_at": "2026-05-04T07:37:22.441378+00:00", "prompt_metrics": {"chars": 7587, "bytes_utf8": 7587, "lines": 238, "estimated_tokens": 2174}, "response_metrics": {"chars": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22265, "cached_input_tokens": 19840, "output_tokens": 209}, "stderr_preview": "2026-05-04T07:37:08.870379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:11.459346Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=citric acid.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5efb70df4a711030379af4aa997bfe07ba235674 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-0cc7-7040-8a24-8dcccf7d4867"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"citric acid\\\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22302,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a9cdf9175b61947f369b2dc62133fb4253eecb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"citric acid\". 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_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..256f588892501d1b72fe2ff3a52b0d523ea761ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:59.444916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:01.943011Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:10.647605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..969f9e89232cf9d2fc8714e91cda28bed9e324fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/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=quality, measure_col=citric acid. +Result preview: [{"quality": "9", "avg_measure": 0.386}, {"quality": "6", "avg_measure": 0.33802547770700636}, {"quality": "5", "avg_measure": 0.3376527110501029}, {"quality": "3", "avg_measure": 0.33599999999999997}, {"quality": "8", "avg_measure": 0.3265142857142857}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d5cb180c68bfcd062865f4ac8ba454da8fe9343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d8a2daa913286609 +-- problem_id: v2p_n3_33455df8fab9e7a1 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d02cdb7563a875de4766b9c7530f8e1c094cd437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/query_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 \"quality\",\n AVG(CAST(\"citric acid\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"citric acid\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"9\", \"avg_measure\": 0.386}, {\"quality\": \"6\", \"avg_measure\": 0.33802547770700636}, {\"quality\": \"5\", \"avg_measure\": 0.3376527110501029}, {\"quality\": \"3\", \"avg_measure\": 0.33599999999999997}, {\"quality\": \"8\", \"avg_measure\": 0.3265142857142857}, {\"quality\": \"7\", \"avg_measure\": 0.325625}, {\"quality\": \"4\", \"avg_measure\": 0.3042331288343558}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0df9770d576dac1e1d3d343dcdfffd501b032b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:02:59.261592+00:00", + "ended_at": "2026-05-04T08:03:11.515413+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d8a2daa913286609", + "problem_id": "v2p_n3_33455df8fab9e7a1", + "dataset_id": "n3", + "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=quality, measure_col=citric acid.", + "bindings": { + "group_col": "quality", + "measure_col": "citric acid", + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_d8a2daa913286609.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_d8a2daa913286609", + "api_calls": 0, + "input_tokens": 22302, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 22420, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2211, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2313, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12205.67, + "sql_execution_elapsed_ms_total": 13.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_d8a2daa913286609\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b96f98d44e14e6cf4c9ef0df66a4dbd02af1ff79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d8a2daa913286609/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:11.488322+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12205.67, "started_at": "2026-05-04T08:02:59.264377+00:00", "ended_at": "2026-05-04T08:03:11.469577+00:00", "prompt_metrics": {"chars": 7753, "bytes_utf8": 7753, "lines": 240, "estimated_tokens": 2211}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22302, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:02:59.444916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:01.943011Z 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_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c5a9ea60b85f14d0b7c4322f0cf0c6161efe13a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/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_c\n-- sql_source_dataset_id: n3\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_n3_d9ae85a37fa79798\n-- problem_id: v2p_n3_b5613f313898c728\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"free sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"free sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_d9ae85a37fa79798\\n-- problem_id: v2p_n3_b5613f313898c728\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"free sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"free sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"free sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"free sulfur dioxide\": \"29\", \"support\": 160, \"avg_response\": 0.3290625}, {\"free sulfur dioxide\": \"31\", \"support\": 132, \"avg_response\": 0.32575757575757575}, {\"free sulfur dioxide\": \"35\", \"support\": 129, \"avg_response\": 0.34147286821705425}, {\"free sulfur dioxide\": \"26\", \"support\": 129, \"avg_response\": 0.3155813953488372}, {\"free sulfur dioxide\": \"34\", \"support\": 128, \"avg_response\": 0.334921875}, {\"free sulfur dioxide\": \"36\", \"support\": 127, \"avg_response\": 0.32637795275590553}, {\"free sulfur dioxide\": \"24\", \"support\": 118, \"avg_response\": 0.3114406779661017}, {\"free sulfur dioxide\": \"28\", \"support\": 112, \"avg_response\": 0.32901785714285714}, {\"free sulfur dioxide\": \"33\", \"support\": 112, \"avg_response\": 0.32633928571428567}, {\"free sulfur dioxide\": \"37\", \"support\": 111, \"avg_response\": 0.3344144144144144}, {\"free sulfur dioxide\": \"25\", \"support\": 111, \"avg_response\": 0.30675675675675673}, {\"free sulfur dioxide\": \"23\", \"support\": 110, \"avg_response\": 0.31436363636363635}, {\"free sulfur dioxide\": \"32\", \"support\": 109, \"avg_response\": 0.3228440366972477}, {\"free sulfur dioxide\": \"41\", \"support\": 104, \"avg_response\": 0.32134615384615384}, {\"free sulfur dioxide\": \"40\", \"support\": 103, \"avg_response\": 0.3212621359223301}, {\"free sulfur dioxide\": \"22\", \"support\": 102, \"avg_response\": 0.3365686274509804}, {\"free sulfur dioxide\": \"38\", \"support\": 102, \"avg_response\": 0.32196078431372555}, {\"free sulfur dioxide\": \"45\", \"support\": 101, \"avg_response\": 0.3213861386138614}, {\"free sulfur dioxide\": \"20\", \"support\": 101, \"avg_response\": 0.31574257425742575}, {\"free sulfur dioxide\": \"27\", \"support\": 99, \"avg_response\": 0.32484848484848483}, {\"free sulfur dioxide\": \"30\", \"support\": 99, \"avg_response\": 0.31707070707070706}, {\"free sulfur dioxide\": \"21\", \"support\": 93, \"avg_response\": 0.34258064516129033}, {\"free sulfur dioxide\": \"47\", \"support\": 91, \"avg_response\": 0.34164835164835167}, {\"free sulfur dioxide\": \"17\", \"support\": 89, \"avg_response\": 0.31842696629213485}, {\"free sulfur dioxide\": \"39\", \"support\": 89, \"avg_response\": 0.30786516853932583}, {\"free sulfur dioxide\": \"42\", \"support\": 86, \"avg_response\": 0.35930232558139535}, {\"free sulfur dioxide\": \"19\", \"support\": 84, \"avg_response\": 0.3142857142857143}, {\"free sulfur dioxide\": \"49\", \"support\": 82, \"avg_response\": 0.346219512195122}, {\"free sulfur dioxide\": \"18\", \"support\": 80, \"avg_response\": 0.32487499999999997}, {\"free sulfur dioxide\": \"15\", \"support\": 79, \"avg_response\": 0.3307594936708861}, {\"free sulfur dioxide\": \"44\", \"support\": 75, \"avg_response\": 0.3458666666666667}, {\"free sulfur dioxide\": \"52\", \"support\": 72, \"avg_response\": 0.38083333333333336}, {\"free sulfur dioxide\": \"53\", \"support\": 68, \"avg_response\": 0.36647058823529416}, {\"free sulfur dioxide\": \"14\", \"support\": 68, \"avg_response\": 0.3552941176470588}, {\"free sulfur dioxide\": \"48\", \"support\": 66, \"avg_response\": 0.33909090909090905}, {\"free sulfur dioxide\": \"50\", \"support\": 64, \"avg_response\": 0.3640625}, {\"free sulfur dioxide\": \"46\", \"support\": 64, \"avg_response\": 0.36062500000000003}, {\"free sulfur dioxide\": \"43\", \"support\": 63, \"avg_response\": 0.3219047619047619}, {\"free sulfur dioxide\": \"54\", \"support\": 61, \"avg_response\": 0.3621311475409836}, {\"free sulfur dioxide\": \"55\", \"support\": 58, \"avg_response\": 0.35810344827586205}, {\"free sulfur dioxide\": \"16\", \"support\": 58, \"avg_response\": 0.3253448275862069}, {\"free sulfur dioxide\": \"10\", \"support\": 55, \"avg_response\": 0.32527272727272727}, {\"free sulfur dioxide\": \"13\", \"support\": 55, \"avg_response\": 0.3}, {\"free sulfur dioxide\": \"51\", \"support\": 54, \"avg_response\": 0.3666666666666667}, {\"free sulfur dioxide\": \"12\", \"support\": 51, \"avg_response\": 0.33039215686274515}, {\"free sulfur dioxide\": \"61\", \"support\": 47, \"avg_response\": 0.3872340425531915}, {\"free sulfur dioxide\": \"11\", \"support\": 45, \"avg_response\": 0.31355555555555553}, {\"free sulfur dioxide\": \"57\", \"support\": 44, \"avg_response\": 0.3234090909090909}, {\"free sulfur dioxide\": \"56\", \"support\": 42, \"avg_response\": 0.35595238095238096}, {\"free sulfur dioxide\": \"59\", \"support\": 39, \"avg_response\": 0.35307692307692307}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d681721cb98b7bdeb50e05112cf243b7b5fdc8a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.588481+00:00", + "ended_at": "2026-05-04T08:19:07.597408+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_d9ae85a37fa79798", + "problem_id": "v2p_n3_b5613f313898c728", + "dataset_id": "n3", + "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=citric acid, key_col=free sulfur dioxide.", + "bindings": { + "key_col": "free sulfur dioxide", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_d9ae85a37fa79798.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_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_d9ae85a37fa79798/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_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b127cd7fdf1516807cf82fe3fb26069a8134ccf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": 2218}} +{"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": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22309, "cached_input_tokens": 3456, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..657542ab3989a914a2b04ca8af192b6b2aef99d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_da6ba8bef800dfa8", + "api_calls": 0, + "input_tokens": 22309, + "cached_input_tokens": 3456, + "output_tokens": 119, + "total_tokens": 22428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2218, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2321, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12409.26, + "sql_execution_elapsed_ms_total": 14.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_da6ba8bef800dfa8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0bf972da6b10a5857ae3d3f5eb8a76e183c4eab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/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": "2026-05-04T08:01:29.594803+00:00", + "ended_at": "2026-05-04T08:01:42.003652+00:00", + "elapsed_ms": 12409.26, + "prompt_metrics": { + "chars": 7758, + "bytes_utf8": 7758, + "lines": 240, + "estimated_tokens": 2218 + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22309, + "cached_input_tokens": 3456, + "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_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e6d9681d8fe32c486d05dc69910527ed29d6bd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=sulphates.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..867a64070ef832f000b83edd971bf0720124f3ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-ae82-7751-b432-e384eaacd69c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Window Partition Average template with group_col and measure_col both bound to \\\"sulphates\\\". Casted the TEXT column to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22309,"cached_input_tokens":3456,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e669d393897ce0d28ca0bab8f6db3636f185014 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Window Partition Average template with group_col and measure_col both bound to \"sulphates\". Casted the TEXT column to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..722787c72c934e294689081c2521bf7637c8666e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:29.789819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:32.423744Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:41.108313Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ae8c5fa99d639ff12cb5b3c503e012d7de60b50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/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=sulphates, measure_col=sulphates. +Result preview: [{"sulphates": "1.08", "avg_measure": 1.08}, {"sulphates": "1.06", "avg_measure": 1.06}, {"sulphates": "1.01", "avg_measure": 1.01}, {"sulphates": "1", "avg_measure": 1.0}, {"sulphates": "0.99", "avg_measure": 0.99}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5ef92649e89ad5264eac97ee0625b8d468a657d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_da6ba8bef800dfa8 +-- problem_id: v2p_n3_fe2920c745e71d2e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf88fed28f297b0b5ba7626de6d7513bb7ba3260 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/query_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 \"sulphates\",\n AVG(CAST(\"sulphates\" AS REAL)) OVER (PARTITION BY \"sulphates\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"sulphates\\\",\\n AVG(CAST(\\\"sulphates\\\" AS REAL)) OVER (PARTITION BY \\\"sulphates\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": \"1.08\", \"avg_measure\": 1.08}, {\"sulphates\": \"1.06\", \"avg_measure\": 1.06}, {\"sulphates\": \"1.01\", \"avg_measure\": 1.01}, {\"sulphates\": \"1\", \"avg_measure\": 1.0}, {\"sulphates\": \"0.99\", \"avg_measure\": 0.99}, {\"sulphates\": \"0.98\", \"avg_measure\": 0.98}, {\"sulphates\": \"0.97\", \"avg_measure\": 0.97}, {\"sulphates\": \"0.96\", \"avg_measure\": 0.96}, {\"sulphates\": \"0.95\", \"avg_measure\": 0.95}, {\"sulphates\": \"0.94\", \"avg_measure\": 0.94}, {\"sulphates\": \"0.92\", \"avg_measure\": 0.92}, {\"sulphates\": \"0.9\", \"avg_measure\": 0.9}, {\"sulphates\": \"0.89\", \"avg_measure\": 0.89}, {\"sulphates\": \"0.88\", \"avg_measure\": 0.88}, {\"sulphates\": \"0.87\", \"avg_measure\": 0.87}, {\"sulphates\": \"0.86\", \"avg_measure\": 0.86}, {\"sulphates\": \"0.85\", \"avg_measure\": 0.85}, {\"sulphates\": \"0.84\", \"avg_measure\": 0.84}, {\"sulphates\": \"0.83\", \"avg_measure\": 0.83}, {\"sulphates\": \"0.82\", \"avg_measure\": 0.8200000000000001}, {\"sulphates\": \"0.81\", \"avg_measure\": 0.8100000000000002}, {\"sulphates\": \"0.8\", \"avg_measure\": 0.8}, {\"sulphates\": \"0.79\", \"avg_measure\": 0.79}, {\"sulphates\": \"0.78\", \"avg_measure\": 0.78}, {\"sulphates\": \"0.77\", \"avg_measure\": 0.77}, {\"sulphates\": \"0.76\", \"avg_measure\": 0.76}, {\"sulphates\": \"0.75\", \"avg_measure\": 0.75}, {\"sulphates\": \"0.74\", \"avg_measure\": 0.74}, {\"sulphates\": \"0.73\", \"avg_measure\": 0.73}, {\"sulphates\": \"0.72\", \"avg_measure\": 0.72}, {\"sulphates\": \"0.71\", \"avg_measure\": 0.71}, {\"sulphates\": \"0.7\", \"avg_measure\": 0.7}, {\"sulphates\": \"0.69\", \"avg_measure\": 0.69}, {\"sulphates\": \"0.68\", \"avg_measure\": 0.68}, {\"sulphates\": \"0.67\", \"avg_measure\": 0.67}, {\"sulphates\": \"0.66\", \"avg_measure\": 0.66}, {\"sulphates\": \"0.65\", \"avg_measure\": 0.65}, {\"sulphates\": \"0.64\", \"avg_measure\": 0.64}, {\"sulphates\": \"0.63\", \"avg_measure\": 0.63}, {\"sulphates\": \"0.62\", \"avg_measure\": 0.62}, {\"sulphates\": \"0.61\", \"avg_measure\": 0.61}, {\"sulphates\": \"0.6\", \"avg_measure\": 0.6}, {\"sulphates\": \"0.59\", \"avg_measure\": 0.59}, {\"sulphates\": \"0.58\", \"avg_measure\": 0.58}, {\"sulphates\": \"0.57\", \"avg_measure\": 0.57}, {\"sulphates\": \"0.56\", \"avg_measure\": 0.56}, {\"sulphates\": \"0.55\", \"avg_measure\": 0.55}, {\"sulphates\": \"0.54\", \"avg_measure\": 0.54}, {\"sulphates\": \"0.53\", \"avg_measure\": 0.53}, {\"sulphates\": \"0.52\", \"avg_measure\": 0.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae4cc04cd4ddc6f7ae5245bef8b3ec9516b1ab25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:01:29.592537+00:00", + "ended_at": "2026-05-04T08:01:42.047320+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_da6ba8bef800dfa8", + "problem_id": "v2p_n3_fe2920c745e71d2e", + "dataset_id": "n3", + "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=sulphates, measure_col=sulphates.", + "bindings": { + "group_col": "sulphates", + "measure_col": "sulphates", + "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": 0.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_da6ba8bef800dfa8.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_da6ba8bef800dfa8", + "api_calls": 0, + "input_tokens": 22309, + "cached_input_tokens": 3456, + "output_tokens": 119, + "total_tokens": 22428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2218, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2321, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12409.26, + "sql_execution_elapsed_ms_total": 14.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_da6ba8bef800dfa8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b2d34598c2144db940b31eb3f3c351af64a336f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_da6ba8bef800dfa8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:42.021850+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12409.26, "started_at": "2026-05-04T08:01:29.594803+00:00", "ended_at": "2026-05-04T08:01:42.003652+00:00", "prompt_metrics": {"chars": 7758, "bytes_utf8": 7758, "lines": 240, "estimated_tokens": 2218}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22309, "cached_input_tokens": 3456, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:01:29.789819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:32.423744Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=fixed acidity, measure_col=volatile acidity.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3444228f40aa352a5a9b322ab9e616ce6cf006d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-2f21-71a1-9e42-30907bb0aa82"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"volatile acidity\\\" AS REAL) >= 0.32\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings. Casted \\\"volatile acidity\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22371,"cached_input_tokens":21888,"output_tokens":126}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c9a10bfc9c98a7472d5f70927737d2c819afedb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"fixed acidity\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"volatile acidity\" AS REAL) >= 0.32\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings. Casted \"volatile acidity\" 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_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c05b89d8ba4da5b326cf05957518469b67a38b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:07.350369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:09.839354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:18.237680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32f216ea5c9f1627497656b3bebd5930c33cd29c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/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=fixed acidity, measure_col=volatile acidity. +Result preview: [{"fixed acidity": "6.6", "total_measure": 38.085}, {"fixed acidity": "6.9", "total_measure": 30.98}, {"fixed acidity": "6.8", "total_measure": 28.56}, {"fixed acidity": "6.7", "total_measure": 28.275}, {"fixed acidity": "6.4", "total_measure": 27.935}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb2fbaec72e04a2ced771cc86851f11b8ca4e546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_db4073e5dd10978a +-- problem_id: v2p_n3_17ce9d5315e158d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("volatile acidity" AS REAL) >= 0.32 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae0a4b9f245be78cafd42622850412d27d5c723a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/query_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 \"fixed acidity\", SUM(CAST(\"volatile acidity\" AS REAL)) AS total_measure\nFROM \"n3\"\nWHERE CAST(\"volatile acidity\" AS REAL) >= 0.32\nGROUP BY \"fixed acidity\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"fixed acidity\\\", SUM(CAST(\\\"volatile acidity\\\" AS REAL)) AS total_measure\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"volatile acidity\\\" AS REAL) >= 0.32\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"fixed acidity\", \"total_measure\"], \"rows\": [{\"fixed acidity\": \"6.6\", \"total_measure\": 38.085}, {\"fixed acidity\": \"6.9\", \"total_measure\": 30.98}, {\"fixed acidity\": \"6.8\", \"total_measure\": 28.56}, {\"fixed acidity\": \"6.7\", \"total_measure\": 28.275}, {\"fixed acidity\": \"6.4\", \"total_measure\": 27.935}, {\"fixed acidity\": \"6.5\", \"total_measure\": 25.465}, {\"fixed acidity\": \"7.1\", \"total_measure\": 25.065}, {\"fixed acidity\": \"6.2\", \"total_measure\": 23.27}, {\"fixed acidity\": \"7.2\", \"total_measure\": 21.795}, {\"fixed acidity\": \"7\", \"total_measure\": 21.3}, {\"fixed acidity\": \"6.1\", \"total_measure\": 21.19}, {\"fixed acidity\": \"6.3\", \"total_measure\": 20.93}, {\"fixed acidity\": \"6\", \"total_measure\": 19.72}, {\"fixed acidity\": \"7.6\", \"total_measure\": 18.155}, {\"fixed acidity\": \"7.4\", \"total_measure\": 15.19}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f214dd4caef73209210494a66bf1b2b822c32ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:51:07.170480+00:00", + "ended_at": "2026-05-04T07:51:19.229048+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_db4073e5dd10978a", + "problem_id": "v2p_n3_17ce9d5315e158d0", + "dataset_id": "n3", + "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=fixed acidity, measure_col=volatile acidity.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "volatile acidity", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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": 0.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "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_c\\n3\\sql\\v2q_n3_db4073e5dd10978a.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_db4073e5dd10978a", + "api_calls": 0, + "input_tokens": 22371, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2282, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2392, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12020.87, + "sql_execution_elapsed_ms_total": 3.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_db4073e5dd10978a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83881f251a2c48a53cb41aab9384253acd7dee06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:19.215966+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12020.87, "started_at": "2026-05-04T07:51:07.173918+00:00", "ended_at": "2026-05-04T07:51:19.194956+00:00", "prompt_metrics": {"chars": 7983, "bytes_utf8": 7983, "lines": 244, "estimated_tokens": 2282}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22371, "cached_input_tokens": 21888, "output_tokens": 126}, "stderr_preview": "2026-05-04T07:51:07.350369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:09.839354Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.32\\nGROUP BY \\\"fixed acidity\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings. Casted \\\"volatile acidity\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cba9a03f273a52606cb047387751d261fa84fb97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_db4073e5dd10978a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_db4073e5dd10978a", + "api_calls": 0, + "input_tokens": 22371, + "cached_input_tokens": 21888, + "output_tokens": 126, + "total_tokens": 22497, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2282, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2392, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12020.87, + "sql_execution_elapsed_ms_total": 3.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_db4073e5dd10978a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cb6b738e8bfce4f653a625b526c5d1414f16660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7772, "bytes_utf8": 7772, "lines": 240, "estimated_tokens": 2216}} +{"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": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22307, "cached_input_tokens": 20864, "output_tokens": 139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81579f7ae198d8d63570e257d361918704d78f13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dd7176891330a766", + "api_calls": 0, + "input_tokens": 22307, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 22446, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2216, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2339, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12249.54, + "sql_execution_elapsed_ms_total": 15.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_dd7176891330a766\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c14a17c5ad7308c2cc14788bde0656057300c11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/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": "2026-05-04T08:02:33.293389+00:00", + "ended_at": "2026-05-04T08:02:45.542349+00:00", + "elapsed_ms": 12249.54, + "prompt_metrics": { + "chars": 7772, + "bytes_utf8": 7772, + "lines": 240, + "estimated_tokens": 2216 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22307, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7882c77331662775f7e7d4870ce1bb6a255efc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=volatile acidity.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..64562f73293489a50e54cfbfbf254ff2a670f391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-a74d-7531-a4f8-0f82296b7c76"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT CAST(\\\"sulphates\\\" AS REAL) AS \\\"sulphates\\\",\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"volatile acidity\\\". Casted both TEXT columns to REAL for numeric grouping and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22307,"cached_input_tokens":20864,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f7699c56daf802c1374a5f80b0443c6c0d4a6a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT CAST(\"sulphates\" AS REAL) AS \"sulphates\",\n AVG(CAST(\"volatile acidity\" AS REAL)) OVER (PARTITION BY CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"sulphates\" and measure_col bound to \"volatile acidity\". Casted both TEXT columns to REAL for numeric grouping and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9251c82e253b1a2cfe2b19565b97329f056ca45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:33.475931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:35.855376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:44.338450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e8eaff5e0188791ece5f7ec1b151f55548a29b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/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=sulphates, measure_col=volatile acidity. +Result preview: [{"sulphates": 1.0, "avg_measure": 0.655}, {"sulphates": 0.94, "avg_measure": 0.485}, {"sulphates": 0.92, "avg_measure": 0.4575}, {"sulphates": 0.83, "avg_measure": 0.455}, {"sulphates": 0.25, "avg_measure": 0.39875}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ffdfd08122725a3ca97add9017874e7f33fc958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_dd7176891330a766 +-- problem_id: v2p_n3_bd3aeda002e8ec8a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT CAST("sulphates" AS REAL) AS "sulphates", + AVG(CAST("volatile acidity" AS REAL)) OVER (PARTITION BY CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99892c76b0a0a572b1fdb5cdba21a77595574024 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/query_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 CAST(\"sulphates\" AS REAL) AS \"sulphates\",\n AVG(CAST(\"volatile acidity\" AS REAL)) OVER (PARTITION BY CAST(\"sulphates\" AS REAL)) AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT CAST(\\\"sulphates\\\" AS REAL) AS \\\"sulphates\\\",\\n AVG(CAST(\\\"volatile acidity\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"sulphates\\\" AS REAL)) AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sulphates\", \"avg_measure\"], \"rows\": [{\"sulphates\": 1.0, \"avg_measure\": 0.655}, {\"sulphates\": 0.94, \"avg_measure\": 0.485}, {\"sulphates\": 0.92, \"avg_measure\": 0.4575}, {\"sulphates\": 0.83, \"avg_measure\": 0.455}, {\"sulphates\": 0.25, \"avg_measure\": 0.39875}, {\"sulphates\": 1.01, \"avg_measure\": 0.37}, {\"sulphates\": 0.29, \"avg_measure\": 0.36}, {\"sulphates\": 0.23, \"avg_measure\": 0.34}, {\"sulphates\": 0.26, \"avg_measure\": 0.3175}, {\"sulphates\": 0.57, \"avg_measure\": 0.3151807228915663}, {\"sulphates\": 0.28, \"avg_measure\": 0.31461538461538463}, {\"sulphates\": 0.88, \"avg_measure\": 0.3085714285714286}, {\"sulphates\": 0.27, \"avg_measure\": 0.30615384615384617}, {\"sulphates\": 0.6, \"avg_measure\": 0.30170454545454545}, {\"sulphates\": 0.51, \"avg_measure\": 0.3008214285714286}, {\"sulphates\": 0.87, \"avg_measure\": 0.3}, {\"sulphates\": 0.63, \"avg_measure\": 0.2997916666666667}, {\"sulphates\": 0.71, \"avg_measure\": 0.2997222222222222}, {\"sulphates\": 0.34, \"avg_measure\": 0.29964285714285716}, {\"sulphates\": 0.65, \"avg_measure\": 0.295}, {\"sulphates\": 0.67, \"avg_measure\": 0.2937142857142857}, {\"sulphates\": 0.32, \"avg_measure\": 0.2914814814814815}, {\"sulphates\": 0.38, \"avg_measure\": 0.29000000000000004}, {\"sulphates\": 0.9, \"avg_measure\": 0.29}, {\"sulphates\": 0.35, \"avg_measure\": 0.2898823529411765}, {\"sulphates\": 0.73, \"avg_measure\": 0.2891666666666667}, {\"sulphates\": 0.62, \"avg_measure\": 0.2889705882352941}, {\"sulphates\": 0.48, \"avg_measure\": 0.28740223463687153}, {\"sulphates\": 0.47, \"avg_measure\": 0.28718023255813957}, {\"sulphates\": 0.53, \"avg_measure\": 0.28644444444444445}, {\"sulphates\": 0.58, \"avg_measure\": 0.2862626262626263}, {\"sulphates\": 0.86, \"avg_measure\": 0.285}, {\"sulphates\": 0.56, \"avg_measure\": 0.2849074074074074}, {\"sulphates\": 0.33, \"avg_measure\": 0.28355932203389833}, {\"sulphates\": 0.4, \"avg_measure\": 0.2835119047619048}, {\"sulphates\": 0.36, \"avg_measure\": 0.280125}, {\"sulphates\": 0.3, \"avg_measure\": 0.2796774193548387}, {\"sulphates\": 0.49, \"avg_measure\": 0.27909638554216865}, {\"sulphates\": 0.5, \"avg_measure\": 0.27686746987951805}, {\"sulphates\": 0.77, \"avg_measure\": 0.2759375}, {\"sulphates\": 0.46, \"avg_measure\": 0.2758888888888889}, {\"sulphates\": 0.61, \"avg_measure\": 0.2743333333333334}, {\"sulphates\": 0.44, \"avg_measure\": 0.2725}, {\"sulphates\": 0.43, \"avg_measure\": 0.2723913043478261}, {\"sulphates\": 0.45, \"avg_measure\": 0.27185393258426965}, {\"sulphates\": 0.52, \"avg_measure\": 0.2718269230769231}, {\"sulphates\": 0.39, \"avg_measure\": 0.27182119205298017}, {\"sulphates\": 0.59, \"avg_measure\": 0.2718041237113402}, {\"sulphates\": 0.69, \"avg_measure\": 0.27116666666666667}, {\"sulphates\": 0.54, \"avg_measure\": 0.2711077844311377}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43dd738f7c0883e634d6b0c682c008e1d5859c50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:02:33.289669+00:00", + "ended_at": "2026-05-04T08:02:45.584202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_dd7176891330a766", + "problem_id": "v2p_n3_bd3aeda002e8ec8a", + "dataset_id": "n3", + "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=sulphates, measure_col=volatile acidity.", + "bindings": { + "group_col": "sulphates", + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_dd7176891330a766.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_dd7176891330a766", + "api_calls": 0, + "input_tokens": 22307, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 22446, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2216, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2339, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12249.54, + "sql_execution_elapsed_ms_total": 15.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_dd7176891330a766\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7a4edde846c3b8eded67ce876342b31cb31d439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_dd7176891330a766/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:45.561446+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12249.54, "started_at": "2026-05-04T08:02:33.293389+00:00", "ended_at": "2026-05-04T08:02:45.542349+00:00", "prompt_metrics": {"chars": 7772, "bytes_utf8": 7772, "lines": 240, "estimated_tokens": 2216}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22307, "cached_input_tokens": 20864, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:02:33.475931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:35.855376Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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 grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2dda86f9350f78e8a7dbc3e159f9054d1450813 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-5e60-7f50-b909-43c443ca4ffa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT \\\"sulphates\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"sulphates\\\" and condition_col=\\\"quality\\\", comparing quality '6' to quality '5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22502,"cached_input_tokens":19840,"output_tokens":198}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c561fec146f3e4fbccd49300df3f839c3c880b04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sulphates\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"sulphates\"\n)\nSELECT \"sulphates\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col=\"sulphates\" and condition_col=\"quality\", comparing quality '6' to quality '5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..366f720004a7718ad90066e9522c47b130c60ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:03.727391Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:11.509866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:20.943860Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ff87e91cb5634a6282f48b8120d01cf6070c51f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality. +Result preview: [{"sulphates": "0.77", "condition_ratio": 10.0}, {"sulphates": "0.27", "condition_ratio": 7.0}, {"sulphates": "0.78", "condition_ratio": 6.5}, {"sulphates": "0.82", "condition_ratio": 6.0}, {"sulphates": "0.79", "condition_ratio": 4.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8730937dd6535e5a5b94a3267f50293e8d915672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_df5b5b4fa25cd08f +-- problem_id: v2p_n3_77db9cd15e5c2a20 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sulphates", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "sulphates" +) +SELECT "sulphates", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50c7e1dcc2a5269665b9f7e52baf05c3e450e43f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/query_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_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sulphates\",\n SUM(CASE WHEN \"quality\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n3\"\n GROUP BY \"sulphates\"\n)\nSELECT \"sulphates\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\",\\n SUM(CASE WHEN \\\"quality\\\" = '6' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\n)\\nSELECT \\\"sulphates\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sulphates\", \"condition_ratio\"], \"rows\": [{\"sulphates\": \"0.77\", \"condition_ratio\": 10.0}, {\"sulphates\": \"0.27\", \"condition_ratio\": 7.0}, {\"sulphates\": \"0.78\", \"condition_ratio\": 6.5}, {\"sulphates\": \"0.82\", \"condition_ratio\": 6.0}, {\"sulphates\": \"0.79\", \"condition_ratio\": 4.0}, {\"sulphates\": \"0.58\", \"condition_ratio\": 3.6}, {\"sulphates\": \"0.59\", \"condition_ratio\": 3.5}, {\"sulphates\": \"0.33\", \"condition_ratio\": 3.4444444444444446}, {\"sulphates\": \"0.31\", \"condition_ratio\": 2.6666666666666665}, {\"sulphates\": \"0.69\", \"condition_ratio\": 2.6}, {\"sulphates\": \"0.37\", \"condition_ratio\": 2.3}, {\"sulphates\": \"0.36\", \"condition_ratio\": 2.1379310344827585}, {\"sulphates\": \"0.53\", \"condition_ratio\": 2.1176470588235294}, {\"sulphates\": \"0.56\", \"condition_ratio\": 2.0344827586206895}, {\"sulphates\": \"0.64\", \"condition_ratio\": 2.0}, {\"sulphates\": \"0.71\", \"condition_ratio\": 2.0}, {\"sulphates\": \"0.75\", \"condition_ratio\": 2.0}, {\"sulphates\": \"0.54\", \"condition_ratio\": 1.9761904761904763}, {\"sulphates\": \"0.55\", \"condition_ratio\": 1.9642857142857142}, {\"sulphates\": \"0.67\", \"condition_ratio\": 1.9}, {\"sulphates\": \"0.66\", \"condition_ratio\": 1.8888888888888888}, {\"sulphates\": \"0.62\", \"condition_ratio\": 1.6818181818181819}, {\"sulphates\": \"0.3\", \"condition_ratio\": 1.6666666666666667}, {\"sulphates\": \"0.57\", \"condition_ratio\": 1.6363636363636365}, {\"sulphates\": \"0.72\", \"condition_ratio\": 1.625}, {\"sulphates\": \"0.38\", \"condition_ratio\": 1.5932203389830508}, {\"sulphates\": \"0.35\", \"condition_ratio\": 1.5714285714285714}, {\"sulphates\": \"0.61\", \"condition_ratio\": 1.5384615384615385}, {\"sulphates\": \"0.41\", \"condition_ratio\": 1.5365853658536586}, {\"sulphates\": \"0.65\", \"condition_ratio\": 1.5}, {\"sulphates\": \"0.4\", \"condition_ratio\": 1.48}, {\"sulphates\": \"0.68\", \"condition_ratio\": 1.4615384615384615}, {\"sulphates\": \"0.43\", \"condition_ratio\": 1.4375}, {\"sulphates\": \"0.42\", \"condition_ratio\": 1.4285714285714286}, {\"sulphates\": \"0.76\", \"condition_ratio\": 1.4285714285714286}, {\"sulphates\": \"0.74\", \"condition_ratio\": 1.4}, {\"sulphates\": \"0.34\", \"condition_ratio\": 1.36}, {\"sulphates\": \"0.63\", \"condition_ratio\": 1.3571428571428572}, {\"sulphates\": \"0.45\", \"condition_ratio\": 1.3492063492063493}, {\"sulphates\": \"0.5\", \"condition_ratio\": 1.315217391304348}, {\"sulphates\": \"0.44\", \"condition_ratio\": 1.2686567164179106}, {\"sulphates\": \"0.49\", \"condition_ratio\": 1.2280701754385965}, {\"sulphates\": \"0.51\", \"condition_ratio\": 1.2115384615384615}, {\"sulphates\": \"0.7\", \"condition_ratio\": 1.2}, {\"sulphates\": \"0.39\", \"condition_ratio\": 1.1458333333333333}, {\"sulphates\": \"0.47\", \"condition_ratio\": 1.1194029850746268}, {\"sulphates\": \"0.46\", \"condition_ratio\": 1.1058823529411765}, {\"sulphates\": \"0.6\", \"condition_ratio\": 1.0740740740740742}, {\"sulphates\": \"0.28\", \"condition_ratio\": 1.0}, {\"sulphates\": \"0.29\", \"condition_ratio\": 1.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ddbba7368a92fe53621969f5050ad007d7d6260f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:00:03.562920+00:00", + "ended_at": "2026-05-04T08:00:22.160177+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_df5b5b4fa25cd08f", + "problem_id": "v2p_n3_77db9cd15e5c2a20", + "dataset_id": "n3", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 7.3, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "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_c\\n3\\sql\\v2q_n3_df5b5b4fa25cd08f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_df5b5b4fa25cd08f", + "api_calls": 0, + "input_tokens": 22502, + "cached_input_tokens": 19840, + "output_tokens": 198, + "total_tokens": 22700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2411, + "estimated_output_tokens": 182, + "estimated_total_tokens": 2593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18546.22, + "sql_execution_elapsed_ms_total": 9.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_df5b5b4fa25cd08f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6da3938d8734fadae09509aea2a063a666aeecda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df5b5b4fa25cd08f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:22.136658+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18546.22, "started_at": "2026-05-04T08:00:03.565000+00:00", "ended_at": "2026-05-04T08:00:22.111645+00:00", "prompt_metrics": {"chars": 8473, "bytes_utf8": 8473, "lines": 243, "estimated_tokens": 2411}, "response_metrics": {"chars": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": 182}, "usage": {"input_tokens": 22502, "cached_input_tokens": 19840, "output_tokens": 198}, "stderr_preview": "2026-05-04T08:00:03.727391Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:11.509866Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sulphates.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sulphates", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a93fc079323fae32e958fbd76cd024d0eb790c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-26e3-7cd3-85a5-2048f06ae9aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"volatile acidity\\\" AS REAL) >= 0.32\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sulphates\\\" and predicate_col bound to \\\"volatile acidity\\\". Cast \\\"volatile acidity\\\" to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22344,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1d8076e9d932f5b4fc5b5458180f27677a0c76f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"volatile acidity\" AS REAL) >= 0.32\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"sulphates\" and predicate_col bound to \"volatile acidity\". Cast \"volatile acidity\" 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_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2088799f51094ed96c4a5c7245ac1a3ca523ef4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:04.347909Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:06.871321Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:15.902490Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d80bd2a3b1fe2e0c55933f9ce33e9de851f40c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/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=sulphates. +Result preview: [{"sulphates": "0.5", "support": 65}, {"sulphates": "0.47", "support": 55}, {"sulphates": "0.38", "support": 55}, {"sulphates": "0.46", "support": 54}, {"sulphates": "0.44", "support": 54}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71a10249d2a0f5f5986703fe74e0442363ca54b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_df843daa823a9633 +-- problem_id: v2p_n3_4ecf92a4ca27f246 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("volatile acidity" AS REAL) >= 0.32 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd4deec27f1c81d5bf52654174c300ddc1f0c5d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/query_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 \"sulphates\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"volatile acidity\" AS REAL) >= 0.32\nGROUP BY \"sulphates\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sulphates\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"volatile acidity\\\" AS REAL) >= 0.32\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"sulphates\", \"support\"], \"rows\": [{\"sulphates\": \"0.5\", \"support\": 65}, {\"sulphates\": \"0.47\", \"support\": 55}, {\"sulphates\": \"0.38\", \"support\": 55}, {\"sulphates\": \"0.46\", \"support\": 54}, {\"sulphates\": \"0.44\", \"support\": 54}, {\"sulphates\": \"0.51\", \"support\": 51}, {\"sulphates\": \"0.49\", \"support\": 51}, {\"sulphates\": \"0.48\", \"support\": 51}, {\"sulphates\": \"0.42\", \"support\": 51}, {\"sulphates\": \"0.4\", \"support\": 51}, {\"sulphates\": \"0.52\", \"support\": 44}, {\"sulphates\": \"0.54\", \"support\": 43}, {\"sulphates\": \"0.45\", \"support\": 43}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f89be5c15566640524bdca0616a2d3a38fb82962 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:39:04.158495+00:00", + "ended_at": "2026-05-04T07:39:16.609629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_df843daa823a9633", + "problem_id": "v2p_n3_4ecf92a4ca27f246", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates", + "predicate_col": "volatile acidity", + "predicate_op": ">=", + "predicate_value": 0.32, + "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": 0.39, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_df843daa823a9633.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_df843daa823a9633", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12420.97, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_df843daa823a9633\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58f5de7925c65bad7652d3921b93a7b62a00e529 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:16.600211+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12420.97, "started_at": "2026-05-04T07:39:04.160602+00:00", "ended_at": "2026-05-04T07:39:16.580494+00:00", "prompt_metrics": {"chars": 7864, "bytes_utf8": 7864, "lines": 242, "estimated_tokens": 2255}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22344, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:39:04.347909Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:06.871321Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.32\\nGROUP BY \\\"sulphates\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sulphates\\\" and predicate_col bound to \\\"volatile acidity\\\". Cast \\\"volatile acidity\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8301118607ae79d724d156f00ac143885f914fab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_df843daa823a9633/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_df843daa823a9633", + "api_calls": 0, + "input_tokens": 22344, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2255, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2373, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12420.97, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_df843daa823a9633\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af18f2aaa9d75c45f2456a9fd1857f5cdb693439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2243}} +{"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": 939, "bytes_utf8": 939, "lines": 1, "estimated_tokens": 274}, "usage": {"input_tokens": 22334, "cached_input_tokens": 21888, "output_tokens": 400}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8681, "bytes_utf8": 8681, "lines": 244, "estimated_tokens": 2492}} +{"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": 868, "bytes_utf8": 868, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22583, "cached_input_tokens": 21888, "output_tokens": 458}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6068443d7e8f59e04e5cabe7a617bf27d80ecba7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e0d8af0175b12b3d", + "api_calls": 0, + "input_tokens": 44917, + "cached_input_tokens": 43776, + "output_tokens": 858, + "total_tokens": 45775, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4735, + "estimated_output_tokens": 533, + "estimated_total_tokens": 5268, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32892.12, + "sql_execution_elapsed_ms_total": 17.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e0d8af0175b12b3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aedd321b90799a976aceb018b5179072b5ef9432 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/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": "2026-05-04T08:12:30.897968+00:00", + "ended_at": "2026-05-04T08:12:46.541125+00:00", + "elapsed_ms": 15643.09, + "prompt_metrics": { + "chars": 7860, + "bytes_utf8": 7860, + "lines": 240, + "estimated_tokens": 2243 + }, + "stdout_metrics": { + "chars": 1333, + "bytes_utf8": 1333, + "lines": 4, + "estimated_tokens": 423 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 939, + "bytes_utf8": 939, + "lines": 1, + "estimated_tokens": 274 + }, + "usage": { + "input_tokens": 22334, + "cached_input_tokens": 21888, + "output_tokens": 400 + } + }, + "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_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1772e3c4fb7bd266557c4b233c2b68ade214c94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/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": "2026-05-04T08:12:46.562253+00:00", + "ended_at": "2026-05-04T08:13:03.810851+00:00", + "elapsed_ms": 17249.03, + "prompt_metrics": { + "chars": 8681, + "bytes_utf8": 8681, + "lines": 244, + "estimated_tokens": 2492 + }, + "stdout_metrics": { + "chars": 1258, + "bytes_utf8": 1258, + "lines": 4, + "estimated_tokens": 406 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 868, + "bytes_utf8": 868, + "lines": 1, + "estimated_tokens": 259 + }, + "usage": { + "input_tokens": 22583, + "cached_input_tokens": 21888, + "output_tokens": 458 + } + }, + "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_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4005a87b21143f6699a131c46c3a11c14b2148f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..742953bb555e348f22eebc6e8c19300764b2a6b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\" AS \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"residual_sugar_value\" AS \"percentile_measure\"\nFROM ranked\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n AND \"cnt\" >= 5\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_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e84c2e20208fb3354121f5eb87387c92ca5cbf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-c5a8-7580-a04c-a24fad4c5ff8"} +{"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 \\\"sulphates\\\" AS \\\"sulphates\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"residual_sugar_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"residual_sugar_value\\\" AS \\\"percentile_measure\\\"\\nFROM ranked\\nWHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the grouped 95th percentile using the smallest ordered value at rank CEIL(0.95 * group_size) within each sulphates group, with numeric casts because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22334,"cached_input_tokens":21888,"output_tokens":400}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9f27d52613371e72811fe71ebe0f323a870ea32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"sulphates\" AS \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"residual_sugar_value\" AS \"percentile_measure\"\nFROM ranked\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the grouped 95th percentile using the smallest ordered value at rank CEIL(0.95 * group_size) within each sulphates group, with numeric casts because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f5de8c9ade020d343698fb1234afed1021280af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-02d7-7e60-906b-1fad0e397221"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM ranked\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL with integer arithmetic for the 95th-percentile rank: ((95 * cnt + 99) / 100). Also fixed the grouped column reference to use the actual \\\"sulphates\\\" column instead of a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22583,"cached_input_tokens":21888,"output_tokens":458}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63b7786326e50f05cf3af6a45cbd0f68b8dce1f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM ranked\nWHERE \"cnt\" >= 5\n AND \"rn\" = ((95 * \"cnt\" + 99) / 100)\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing CEIL with integer arithmetic for the 95th-percentile rank: ((95 * cnt + 99) / 100). Also fixed the grouped column reference to use the actual \"sulphates\" column instead of a string literal."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12abdf12107a41038d647c1e29e34f1ea14f9a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:31.067184Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:33.429435Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:45.843706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..93d003a29b351198a78f54425c3836f0aecd5842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:46.725667Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:49.263559Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:02.849361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a8924b174f5ec1b01b9f48c4a3d1084dc4fafa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/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=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.5", "percentile_measure": 18.15}, {"sulphates": "0.61", "percentile_measure": 18.0}, {"sulphates": "0.82", "percentile_measure": 17.8}, {"sulphates": "0.66", "percentile_measure": 17.5}, {"sulphates": "0.67", "percentile_measure": 17.3}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6271e72330ccadb0ad1b69c78602b818b6d4ca1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e0d8af0175b12b3d +-- problem_id: v2p_n3_0a3cf93c804a6606 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "sulphates" AS "sulphates", + CAST("residual sugar" AS REAL) AS "residual_sugar_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "residual sugar" IS NOT NULL +) +SELECT + "sulphates", + "residual_sugar_value" AS "percentile_measure" +FROM ranked +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f346f504d0097985cb92bd89e616bed2780af0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/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 \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"percentile_measure\"\nFROM ranked\nWHERE \"cnt\" >= 5\n AND \"rn\" = ((95 * \"cnt\" + 99) / 100)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"residual sugar\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"residual sugar\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"residual sugar\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"percentile_measure\\\"\\nFROM ranked\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.5\", \"percentile_measure\": 18.15}, {\"sulphates\": \"0.61\", \"percentile_measure\": 18.0}, {\"sulphates\": \"0.82\", \"percentile_measure\": 17.8}, {\"sulphates\": \"0.66\", \"percentile_measure\": 17.5}, {\"sulphates\": \"0.67\", \"percentile_measure\": 17.3}, {\"sulphates\": \"0.43\", \"percentile_measure\": 17.2}, {\"sulphates\": \"0.42\", \"percentile_measure\": 16.95}, {\"sulphates\": \"0.38\", \"percentile_measure\": 16.85}, {\"sulphates\": \"0.48\", \"percentile_measure\": 16.65}, {\"sulphates\": \"0.41\", \"percentile_measure\": 16.3}, {\"sulphates\": \"0.36\", \"percentile_measure\": 16.2}, {\"sulphates\": \"0.64\", \"percentile_measure\": 16.1}, {\"sulphates\": \"0.46\", \"percentile_measure\": 16.05}, {\"sulphates\": \"0.45\", \"percentile_measure\": 16.0}, {\"sulphates\": \"0.37\", \"percentile_measure\": 15.8}, {\"sulphates\": \"0.51\", \"percentile_measure\": 15.8}, {\"sulphates\": \"0.54\", \"percentile_measure\": 15.7}, {\"sulphates\": \"0.56\", \"percentile_measure\": 15.7}, {\"sulphates\": \"0.62\", \"percentile_measure\": 15.7}, {\"sulphates\": \"0.76\", \"percentile_measure\": 15.7}, {\"sulphates\": \"0.68\", \"percentile_measure\": 15.6}, {\"sulphates\": \"0.44\", \"percentile_measure\": 15.5}, {\"sulphates\": \"0.77\", \"percentile_measure\": 15.5}, {\"sulphates\": \"0.49\", \"percentile_measure\": 15.4}, {\"sulphates\": \"0.59\", \"percentile_measure\": 15.4}, {\"sulphates\": \"0.69\", \"percentile_measure\": 15.4}, {\"sulphates\": \"0.47\", \"percentile_measure\": 15.3}, {\"sulphates\": \"0.39\", \"percentile_measure\": 15.2}, {\"sulphates\": \"0.6\", \"percentile_measure\": 15.15}, {\"sulphates\": \"0.35\", \"percentile_measure\": 15.1}, {\"sulphates\": \"0.52\", \"percentile_measure\": 15.1}, {\"sulphates\": \"0.53\", \"percentile_measure\": 15.0}, {\"sulphates\": \"0.79\", \"percentile_measure\": 15.0}, {\"sulphates\": \"0.57\", \"percentile_measure\": 14.8}, {\"sulphates\": \"0.75\", \"percentile_measure\": 14.8}, {\"sulphates\": \"0.71\", \"percentile_measure\": 14.6}, {\"sulphates\": \"0.78\", \"percentile_measure\": 14.55}, {\"sulphates\": \"0.58\", \"percentile_measure\": 14.4}, {\"sulphates\": \"0.88\", \"percentile_measure\": 14.35}, {\"sulphates\": \"0.63\", \"percentile_measure\": 14.3}, {\"sulphates\": \"0.72\", \"percentile_measure\": 14.2}, {\"sulphates\": \"0.8\", \"percentile_measure\": 13.9}, {\"sulphates\": \"0.4\", \"percentile_measure\": 13.5}, {\"sulphates\": \"0.7\", \"percentile_measure\": 12.6}, {\"sulphates\": \"0.29\", \"percentile_measure\": 12.5}, {\"sulphates\": \"0.33\", \"percentile_measure\": 12.4}, {\"sulphates\": \"0.65\", \"percentile_measure\": 12.2}, {\"sulphates\": \"0.73\", \"percentile_measure\": 12.15}, {\"sulphates\": \"0.3\", \"percentile_measure\": 12.0}, {\"sulphates\": \"0.34\", \"percentile_measure\": 12.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dda6cc1e10c41543843da5c0dc93d97a64db4f1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:12:30.895638+00:00", + "ended_at": "2026-05-04T08:13:03.854257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e0d8af0175b12b3d", + "problem_id": "v2p_n3_0a3cf93c804a6606", + "dataset_id": "n3", + "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=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_e0d8af0175b12b3d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e0d8af0175b12b3d", + "api_calls": 0, + "input_tokens": 44917, + "cached_input_tokens": 43776, + "output_tokens": 858, + "total_tokens": 45775, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4735, + "estimated_output_tokens": 533, + "estimated_total_tokens": 5268, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32892.12, + "sql_execution_elapsed_ms_total": 17.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e0d8af0175b12b3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46bc4409557179c2ab6485ae51cc7e9f5345ebdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:12:46.559192+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15643.09, "started_at": "2026-05-04T08:12:30.897968+00:00", "ended_at": "2026-05-04T08:12:46.541125+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 240, "estimated_tokens": 2243}, "response_metrics": {"chars": 939, "bytes_utf8": 939, "lines": 1, "estimated_tokens": 274}, "usage": {"input_tokens": 22334, "cached_input_tokens": 21888, "output_tokens": 400}, "stderr_preview": "2026-05-04T08:12:31.067184Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:33.429435Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the grouped 95th percentile using the smallest ordered value at rank CEIL(0.95 * group_size) within each sulphates group, with numeric casts because the schema stores values as TEXT.\"}"} +{"timestamp": "2026-05-04T08:12:46.560501+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 \"sulphates\" AS \"sulphates\",\n CAST(\"residual sugar\" AS REAL) AS \"residual_sugar_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"residual sugar\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"residual sugar\" IS NOT NULL\n)\nSELECT\n \"sulphates\",\n \"residual_sugar_value\" AS \"percentile_measure\"\nFROM ranked\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:13:03.828391+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": 17249.03, "started_at": "2026-05-04T08:12:46.562253+00:00", "ended_at": "2026-05-04T08:13:03.810851+00:00", "prompt_metrics": {"chars": 8681, "bytes_utf8": 8681, "lines": 244, "estimated_tokens": 2492}, "response_metrics": {"chars": 868, "bytes_utf8": 868, "lines": 1, "estimated_tokens": 259}, "usage": {"input_tokens": 22583, "cached_input_tokens": 21888, "output_tokens": 458}, "stderr_preview": "2026-05-04T08:12:46.725667Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:49.263559Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL with integer arithmetic for the 95th-percentile rank: ((95 * cnt + 99) / 100). Also fixed the grouped column reference to use the actual \\\"sulphates\\\" column instead of a string literal.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f0756d91603bf415d8d1892801aec3f21ed75bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e0d8af0175b12b3d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e0d8af0175b12b3d", + "api_calls": 0, + "input_tokens": 44917, + "cached_input_tokens": 43776, + "output_tokens": 858, + "total_tokens": 45775, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4735, + "estimated_output_tokens": 533, + "estimated_total_tokens": 5268, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32892.12, + "sql_execution_elapsed_ms_total": 17.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e0d8af0175b12b3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2737bca447b42ee6982f0a930f7d882917f054c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 240, "estimated_tokens": 2212}} +{"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": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22303, "cached_input_tokens": 20864, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0a16a74f48e20050df428ec761a24b1a0153819 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e35611998409b125", + "api_calls": 0, + "input_tokens": 22303, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 22422, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2212, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2315, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15140.25, + "sql_execution_elapsed_ms_total": 13.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e35611998409b125\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b24c4716be53e4f98dee5fd6756e27673e91f159 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/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": "2026-05-04T08:00:48.731820+00:00", + "ended_at": "2026-05-04T08:01:03.871905+00:00", + "elapsed_ms": 15140.25, + "prompt_metrics": { + "chars": 7752, + "bytes_utf8": 7752, + "lines": 240, + "estimated_tokens": 2212 + }, + "stdout_metrics": { + "chars": 764, + "bytes_utf8": 764, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 440, + "bytes_utf8": 440, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22303, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee5c29828d724bc78cf8d28036d0acd034148518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=pH.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5f9b4f0ffbdcfe97cb2c3c2dafac557ca3bfdbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-1bb7-7353-9d41-182223d272de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"fixed acidity\\\" and measure_col bound to \\\"pH\\\". CAST to REAL is needed because the SQLite schema stores these numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22303,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cba7dfb8bc0cf3b00ad343def62017f3f34dc57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"fixed acidity\" and measure_col bound to \"pH\". CAST to REAL is needed because the SQLite schema stores these numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8c0079a1eaa0bd8dccc59992e8fa6de46eb2c1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:52.257399Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:54.617464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:03.088704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..66b829c23f6f4f28024ea46f00ff87ed47f78f3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/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=fixed acidity, measure_col=pH. +Result preview: [{"fixed acidity": "4.6", "avg_measure": 3.79}, {"fixed acidity": "3.8", "avg_measure": 3.75}, {"fixed acidity": "3.9", "avg_measure": 3.57}, {"fixed acidity": "4.2", "avg_measure": 3.535}, {"fixed acidity": "4.7", "avg_measure": 3.4539999999999997}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6fb73c0b2d563f9e9421148b2e8afb444619451 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e35611998409b125 +-- problem_id: v2p_n3_dbf0dcd36087c3f2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f10a9cc4f68508f0b9c451b966d3ac26b67efc16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/query_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 \"fixed acidity\",\n AVG(CAST(\"pH\" AS REAL)) OVER (PARTITION BY \"fixed acidity\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"fixed acidity\\\",\\n AVG(CAST(\\\"pH\\\" AS REAL)) OVER (PARTITION BY \\\"fixed acidity\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"fixed acidity\", \"avg_measure\"], \"rows\": [{\"fixed acidity\": \"4.6\", \"avg_measure\": 3.79}, {\"fixed acidity\": \"3.8\", \"avg_measure\": 3.75}, {\"fixed acidity\": \"3.9\", \"avg_measure\": 3.57}, {\"fixed acidity\": \"4.2\", \"avg_measure\": 3.535}, {\"fixed acidity\": \"4.7\", \"avg_measure\": 3.4539999999999997}, {\"fixed acidity\": \"4.4\", \"avg_measure\": 3.4499999999999997}, {\"fixed acidity\": \"5\", \"avg_measure\": 3.4033333333333338}, {\"fixed acidity\": \"4.8\", \"avg_measure\": 3.393333333333333}, {\"fixed acidity\": \"6.15\", \"avg_measure\": 3.39}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 3.385185185185185}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 3.377391304347826}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 3.3564285714285718}, {\"fixed acidity\": \"4.5\", \"avg_measure\": 3.34}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 3.3317857142857146}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 3.320967741935484}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 3.3198591549295777}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 3.3050485436893204}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 3.2985714285714285}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 3.281900826446281}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 3.280909090909091}, {\"fixed acidity\": \"6.45\", \"avg_measure\": 3.27}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 3.249032258064516}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 3.2338020833333334}, {\"fixed acidity\": \"6\", \"avg_measure\": 3.233641304347826}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 3.2307446808510636}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 3.2105333333333332}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 3.2072857142857143}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 3.189137931034483}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 3.1885593220338984}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 3.1757261410788384}, {\"fixed acidity\": \"7\", \"avg_measure\": 3.1740086206896554}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 3.1696629213483147}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 3.1673376623376623}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 3.1660000000000004}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 3.1649462365591394}, {\"fixed acidity\": \"14.2\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.15\", \"avg_measure\": 3.15}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 3.149854368932039}, {\"fixed acidity\": \"9.3\", \"avg_measure\": 3.1466666666666665}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 3.143333333333333}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 3.134301075268817}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 3.1289690721649484}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 3.125040650406504}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 3.1247297297297294}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 3.123529411764706}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 3.121785714285714}, {\"fixed acidity\": \"8\", \"avg_measure\": 3.11325}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 3.106346153846154}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 3.09875}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 3.093928571428571}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6b57edaee45b9a5dc148ab24d4a67d9d213f40d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:00:48.728044+00:00", + "ended_at": "2026-05-04T08:01:03.909024+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e35611998409b125", + "problem_id": "v2p_n3_dbf0dcd36087c3f2", + "dataset_id": "n3", + "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=fixed acidity, measure_col=pH.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "pH", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_e35611998409b125.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e35611998409b125", + "api_calls": 0, + "input_tokens": 22303, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 22422, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2212, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2315, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15140.25, + "sql_execution_elapsed_ms_total": 13.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e35611998409b125\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71112d07d15b91622dd4dfdd627c5f6c82acd1b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e35611998409b125/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:03.890063+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15140.25, "started_at": "2026-05-04T08:00:48.731820+00:00", "ended_at": "2026-05-04T08:01:03.871905+00:00", "prompt_metrics": {"chars": 7752, "bytes_utf8": 7752, "lines": 240, "estimated_tokens": 2212}, "response_metrics": {"chars": 440, "bytes_utf8": 440, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22303, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:00:52.257399Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:54.617464Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sulphates, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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 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_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65bde846a625d930c274c0e4906c7c44d439bd70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-a253-76d3-a9ef-4580f79f0965"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"sulphates\\\" and condition_col bound to \\\"quality\\\", with condition_value fixed to '5'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22354,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d71308377c92db98f1c9be4e0a2391b1a00d5807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"sulphates\" and condition_col bound to \"quality\", with condition_value fixed to '5'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdb4bb15b2913a8158d3c3e528801dc9977b1324 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:10.051116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:12.476403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:21.920564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..774afab44c510c58f157615cb7ca89adbf901688 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/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=sulphates, condition_col=quality. +Result preview: [{"sulphates": "0.88", "condition_rate": 0.5714285714285714}, {"sulphates": "0.29", "condition_rate": 0.4375}, {"sulphates": "0.81", "condition_rate": 0.4}, {"sulphates": "0.8", "condition_rate": 0.4}, {"sulphates": "0.48", "condition_rate": 0.39664804469273746}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5758c62cd48a83071fd28d8b47c8bfdbdff92265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e4273875d9897d27 +-- problem_id: v2p_n3_997586ba3405ab2a +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8668ec37103a7f07b7087895534ce366ba9f19f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/query_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 \"sulphates\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"sulphates\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sulphates\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sulphates\", \"condition_rate\"], \"rows\": [{\"sulphates\": \"0.88\", \"condition_rate\": 0.5714285714285714}, {\"sulphates\": \"0.29\", \"condition_rate\": 0.4375}, {\"sulphates\": \"0.81\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.8\", \"condition_rate\": 0.4}, {\"sulphates\": \"0.48\", \"condition_rate\": 0.39664804469273746}, {\"sulphates\": \"0.47\", \"condition_rate\": 0.38953488372093026}, {\"sulphates\": \"0.52\", \"condition_rate\": 0.38461538461538464}, {\"sulphates\": \"0.46\", \"condition_rate\": 0.37777777777777777}, {\"sulphates\": \"0.51\", \"condition_rate\": 0.37142857142857144}, {\"sulphates\": \"0.7\", \"condition_rate\": 0.37037037037037035}, {\"sulphates\": \"0.5\", \"condition_rate\": 0.36947791164658633}, {\"sulphates\": \"0.76\", \"condition_rate\": 0.3684210526315789}, {\"sulphates\": \"0.45\", \"condition_rate\": 0.3539325842696629}, {\"sulphates\": \"0.42\", \"condition_rate\": 0.34806629834254144}, {\"sulphates\": \"0.49\", \"condition_rate\": 0.3433734939759036}, {\"sulphates\": \"0.73\", \"condition_rate\": 0.3333333333333333}, {\"sulphates\": \"0.35\", \"condition_rate\": 0.32941176470588235}, {\"sulphates\": \"0.62\", \"condition_rate\": 0.3235294117647059}, {\"sulphates\": \"0.39\", \"condition_rate\": 0.31788079470198677}, {\"sulphates\": \"0.44\", \"condition_rate\": 0.3101851851851852}, {\"sulphates\": \"0.28\", \"condition_rate\": 0.3076923076923077}, {\"sulphates\": \"0.6\", \"condition_rate\": 0.3068181818181818}, {\"sulphates\": \"0.43\", \"condition_rate\": 0.2981366459627329}, {\"sulphates\": \"0.4\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.34\", \"condition_rate\": 0.2976190476190476}, {\"sulphates\": \"0.32\", \"condition_rate\": 0.2962962962962963}, {\"sulphates\": \"0.68\", \"condition_rate\": 0.29545454545454547}, {\"sulphates\": \"0.41\", \"condition_rate\": 0.2949640287769784}, {\"sulphates\": \"0.63\", \"condition_rate\": 0.2916666666666667}, {\"sulphates\": \"0.61\", \"condition_rate\": 0.28888888888888886}, {\"sulphates\": \"0.67\", \"condition_rate\": 0.2857142857142857}, {\"sulphates\": \"0.38\", \"condition_rate\": 0.2757009345794392}, {\"sulphates\": \"0.55\", \"condition_rate\": 0.27450980392156865}, {\"sulphates\": \"0.56\", \"condition_rate\": 0.26851851851851855}, {\"sulphates\": \"0.57\", \"condition_rate\": 0.26506024096385544}, {\"sulphates\": \"0.74\", \"condition_rate\": 0.2631578947368421}, {\"sulphates\": \"0.53\", \"condition_rate\": 0.2518518518518518}, {\"sulphates\": \"0.54\", \"condition_rate\": 0.25149700598802394}, {\"sulphates\": \"0.84\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.66\", \"condition_rate\": 0.25}, {\"sulphates\": \"0.72\", \"condition_rate\": 0.24242424242424243}, {\"sulphates\": \"0.36\", \"condition_rate\": 0.24166666666666667}, {\"sulphates\": \"0.37\", \"condition_rate\": 0.23255813953488372}, {\"sulphates\": \"0.65\", \"condition_rate\": 0.21428571428571427}, {\"sulphates\": \"0.64\", \"condition_rate\": 0.208955223880597}, {\"sulphates\": \"0.3\", \"condition_rate\": 0.1935483870967742}, {\"sulphates\": \"0.75\", \"condition_rate\": 0.18181818181818182}, {\"sulphates\": \"0.31\", \"condition_rate\": 0.17142857142857143}, {\"sulphates\": \"0.71\", \"condition_rate\": 0.16666666666666666}, {\"sulphates\": \"0.69\", \"condition_rate\": 0.16666666666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ef5808bbd10d3b8ceeee394dcbb9f6aad6a604e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:58:09.885832+00:00", + "ended_at": "2026-05-04T07:58:22.759531+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e4273875d9897d27", + "problem_id": "v2p_n3_997586ba3405ab2a", + "dataset_id": "n3", + "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=sulphates, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 11.4, + "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", + "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=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_c\\n3\\sql\\v2q_n3_e4273875d9897d27.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e4273875d9897d27", + "api_calls": 0, + "input_tokens": 22354, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 22486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2263, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2379, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12836.39, + "sql_execution_elapsed_ms_total": 4.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e4273875d9897d27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aec3608211ac03339741b700c22e0e4467463b14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e4273875d9897d27/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:22.746543+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12836.39, "started_at": "2026-05-04T07:58:09.887968+00:00", "ended_at": "2026-05-04T07:58:22.724603+00:00", "prompt_metrics": {"chars": 7915, "bytes_utf8": 7915, "lines": 243, "estimated_tokens": 2263}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22354, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:58:10.051116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:12.476403Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=density.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd9216efc51c73b8fe150901c0cadd7f4e71381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-3ba7-7233-963e-74e0ce06cda7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"density\\\". CAST to REAL is applied because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":19840,"output_tokens":247}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d09adab0715081b43d450d778d6a699f9b1b01e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"density\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Used the requested Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"density\". CAST to REAL is applied 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_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33f58e1c70ad58b3242e7678a9a9f57bdb38b47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:37.381203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:42.034254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:53.334995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a48a491954b770ad4350554bc1577a516b1384b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=density. +Result preview: [{"quality": "3", "avg_measure": 0.9948840000000001, "support": 20}, {"quality": "4", "avg_measure": 0.9942766871165645, "support": 163}, {"quality": "5", "avg_measure": 0.9952625703500343, "support": 1457}, {"quality": "6", "avg_measure": 0.9939613489535942, "support": 2198}, {"quality": "7", "avg_measure": 0.9924523977272728, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25a5e23a91751e870037a9e1549122ac44ca322a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_e516340956d1b4d3 +-- problem_id: v2p_n3_c4f29dbafa33d138 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("density" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b71cbd45cd0cc4809989d1f8e452fe85e005b996 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/query_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_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"density\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"density\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 0.9948840000000001, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 0.9942766871165645, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 0.9952625703500343, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 0.9939613489535942, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 0.9924523977272728, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 0.9922359428571429, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58e07606689ea400b383f5c2013ba3d7a26c133d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:44:36.979094+00:00", + "ended_at": "2026-05-04T07:44:54.185111+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e516340956d1b4d3", + "problem_id": "v2p_n3_c4f29dbafa33d138", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=quality, measure_col=density.", + "bindings": { + "group_col": "quality", + "measure_col": "density", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_e516340956d1b4d3.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e516340956d1b4d3", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 19840, + "output_tokens": 247, + "total_tokens": 22578, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2349, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17166.85, + "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_c\\n3\\artifacts\\v2q_n3_e516340956d1b4d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5913a526aaa1d654c1b4ce08903f2114a553eeb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:54.174556+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17166.85, "started_at": "2026-05-04T07:44:36.979094+00:00", "ended_at": "2026-05-04T07:44:54.149528+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22331, "cached_input_tokens": 19840, "output_tokens": 247}, "stderr_preview": "2026-05-04T07:44:37.381203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:42.034254Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"density\\\". CAST to REAL is applied because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb67f0387b5941b8cbab03729bda1f24b2b9e161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e516340956d1b4d3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e516340956d1b4d3", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 19840, + "output_tokens": 247, + "total_tokens": 22578, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2349, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17166.85, + "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_c\\n3\\artifacts\\v2q_n3_e516340956d1b4d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fa4494c29e9f219ce32da8aa8568e8016074c33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 8.15174672489083}, {"alcohol": "9.5", "support": 228, "avg_response": 7.573245614035088}, {"alcohol": "9.2", "support": 199, "avg_response": 9.27713567839196}, {"alcohol": "9", "support": 185, "avg_response": 11.522702702702702}, {"alcohol": "10", "support": 162, "avg_response": 5.447530864197531}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..736ea701cd22f68068b3141a58b11f041920242f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e5de2bf0e89c3093 +-- problem_id: v2p_n3_a591f66cf17d9655 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbb40c47d7dd77182d4cd092256ec772366fa398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/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_c\n-- sql_source_dataset_id: n3\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_n3_e5de2bf0e89c3093\n-- problem_id: v2p_n3_a591f66cf17d9655\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_e5de2bf0e89c3093\\n-- problem_id: v2p_n3_a591f66cf17d9655\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 8.15174672489083}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 7.573245614035088}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 9.27713567839196}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 11.522702702702702}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 5.447530864197531}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 4.7534374999999995}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 4.910443037974684}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 5.920588235294118}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 10.739930555555555}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 6.681985294117647}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 4.608888888888889}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 8.911194029850746}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 5.628846153846154}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 7.9265625}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 2.9}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 5.644736842105263}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 5.249561403508772}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 3.4785714285714286}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 5.995412844036697}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 13.871028037383178}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 7.6971428571428575}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 4.699509803921569}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 3.65049504950495}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 5.327604166666666}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 11.792105263157895}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 4.7630681818181815}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 4.735227272727273}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 4.309883720930232}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 5.179411764705883}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 4.004819277108433}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 3.167469879518072}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 12.950000000000001}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 3.7558823529411764}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 3.7936507936507935}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 4.338709677419355}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 4.425833333333333}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 5.125862068965517}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 3.349107142857143}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 3.8314814814814815}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 3.3056603773584907}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 3.865686274509804}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 4.655434782608696}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 3.6525641025641025}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 4.951388888888889}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 12.38695652173913}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 3.925}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 4.133333333333334}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 3.132142857142857}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 2.8208333333333333}, {\"alcohol\": \"8.5\", \"support\": 9, \"avg_response\": 11.105555555555556}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..723e678c14b73960534e46d8cc145e2774686685 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.797188+00:00", + "ended_at": "2026-05-04T08:19:07.804580+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e5de2bf0e89c3093", + "problem_id": "v2p_n3_a591f66cf17d9655", + "dataset_id": "n3", + "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=residual sugar, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_e5de2bf0e89c3093.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_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e5de2bf0e89c3093/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_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11a2529febefd351fea911bbad157bdc1da5f02b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7972, "bytes_utf8": 7972, "lines": 243, "estimated_tokens": 2303}} +{"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": 128}, "usage": {"input_tokens": 22394, "cached_input_tokens": 19840, "output_tokens": 166}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a12a2536c37c9b856c422602992eb9f7e4cde370 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e626df09bb828040", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 22560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2431, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.39, + "sql_execution_elapsed_ms_total": 6.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e626df09bb828040\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43b00a861527c5c7b4dc06ba94b9d62420b1ea7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/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": "2026-05-04T07:53:49.486145+00:00", + "ended_at": "2026-05-04T07:54:02.822323+00:00", + "elapsed_ms": 13332.39, + "prompt_metrics": { + "chars": 7972, + "bytes_utf8": 7972, + "lines": 243, + "estimated_tokens": 2303 + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 480, + "bytes_utf8": 480, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 166 + } + }, + "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_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52d46ec0a29f66b840e53f28cf66ab559733450f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,243 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fbb541a667183a7d55bb4e2b3ad636791ebde90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-a928-72a1-bbc2-12128c212836"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='9'. Kept the query SQLite-compatible and limited it to the single table and provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22394,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed0f9d2750bfc735b9b96bc31462cad08acdcd92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided template with fixed bindings: group_col=\"sulphates\", group_col_2=\"quality\", target_col=\"quality\", target_value='9'. Kept the query SQLite-compatible and limited it to the single table and provided columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46134f72899d1ea8137bf0fdbe26cea33c510c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:49.681554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:52.253199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:02.087130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b3b7b1f307a8f9211ab8d3d60dceb6c1d48af1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.36", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.42", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.46", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.48", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.61", "quality": "9", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..614bfb44678592754bb607010f4e04a2f3aa3266 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_e626df09bb828040 +-- problem_id: v2p_n3_c14b9760e04d8295 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42a78c92fca964bc7c136fc32ceebd558e01488 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/query_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_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.36\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.61\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.22\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.23\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.26\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.26\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.26\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.29\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.29\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.29\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.34\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.34\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.34\", \"quality\": \"6\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4bb41ba2611a159a065d204204c6930892662143 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:53:49.486145+00:00", + "ended_at": "2026-05-04T07:54:02.892642+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e626df09bb828040", + "problem_id": "v2p_n3_c14b9760e04d8295", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_e626df09bb828040.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e626df09bb828040", + "api_calls": 0, + "input_tokens": 22394, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 22560, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2303, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2431, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13332.39, + "sql_execution_elapsed_ms_total": 6.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e626df09bb828040\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..751b0baf7e93453041e1f1fc70857018711f7895 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e626df09bb828040/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:02.848364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13332.39, "started_at": "2026-05-04T07:53:49.486145+00:00", "ended_at": "2026-05-04T07:54:02.822323+00:00", "prompt_metrics": {"chars": 7972, "bytes_utf8": 7972, "lines": 243, "estimated_tokens": 2303}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22394, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T07:53:49.681554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:52.253199Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d20905e1529cbb92eb873854069ef799362af437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-0f94-73d1-a510-f1f4d7b56e4b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"alcohol\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"quality\\\" and measure_col bound to \\\"alcohol\\\". CAST to REAL was added because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22301,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e63c5885dcd7a806d7961502b314cb5a4e757db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"quality\",\n AVG(CAST(\"alcohol\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"quality\" and measure_col bound to \"alcohol\". CAST to REAL was added 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_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b8dabedd34b2203468387d35c200c2a85d4df29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:54.656069Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:57.022332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:05.090655Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7c28d46185859c7672344b48597f122553ef191 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/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=quality, measure_col=alcohol. +Result preview: [{"quality": "9", "avg_measure": 12.18}, {"quality": "8", "avg_measure": 11.636}, {"quality": "7", "avg_measure": 11.367935606060605}, {"quality": "6", "avg_measure": 10.575371549893843}, {"quality": "3", "avg_measure": 10.345}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a67901c4aa50d85b91248dc2bfc6e806735575f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e65677df67147a79 +-- problem_id: v2p_n3_7e6541841c3c6d5e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("alcohol" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..666010da59f9a97c7086bf3708324acf7a618469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/query_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 \"quality\",\n AVG(CAST(\"alcohol\" AS REAL)) OVER (PARTITION BY \"quality\") AS avg_measure\nFROM \"n3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"quality\\\",\\n AVG(CAST(\\\"alcohol\\\" AS REAL)) OVER (PARTITION BY \\\"quality\\\") AS avg_measure\\nFROM \\\"n3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"quality\", \"avg_measure\"], \"rows\": [{\"quality\": \"9\", \"avg_measure\": 12.18}, {\"quality\": \"8\", \"avg_measure\": 11.636}, {\"quality\": \"7\", \"avg_measure\": 11.367935606060605}, {\"quality\": \"6\", \"avg_measure\": 10.575371549893843}, {\"quality\": \"3\", \"avg_measure\": 10.345}, {\"quality\": \"4\", \"avg_measure\": 10.15245398773006}, {\"quality\": \"5\", \"avg_measure\": 9.808840082361016}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62fc1cd9e74a97c182b77411bc4c326825137d85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:01:54.451687+00:00", + "ended_at": "2026-05-04T08:02:05.957458+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e65677df67147a79", + "problem_id": "v2p_n3_7e6541841c3c6d5e", + "dataset_id": "n3", + "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=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_e65677df67147a79.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e65677df67147a79", + "api_calls": 0, + "input_tokens": 22301, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22417, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2210, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2310, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11446.44, + "sql_execution_elapsed_ms_total": 16.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e65677df67147a79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16d5b592ede824413374cc9c87ef29c7b0a55a84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e65677df67147a79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:05.928752+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11446.44, "started_at": "2026-05-04T08:01:54.453995+00:00", "ended_at": "2026-05-04T08:02:05.895758+00:00", "prompt_metrics": {"chars": 7749, "bytes_utf8": 7749, "lines": 240, "estimated_tokens": 2210}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22301, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:01:54.656069Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:57.022332Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.4, + "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}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3edd2bdc24ced71a5b31ba1965ce8c93929d0939 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-a4aa-74c1-9972-038d6e5e472c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22331,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86f80110bb5cf11d1b48892b97e080f684978e7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"quality\" and measure_col=\"alcohol\". Cast \"alcohol\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3701574ca0f52998ed806a7ded2441131ff9f64b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:09.780570Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:13.461298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:22.007418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c51a539f31f837f8d64169abd15359ac572129f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol. +Result preview: [{"quality": "3", "avg_measure": 10.345, "support": 20}, {"quality": "4", "avg_measure": 10.15245398773006, "support": 163}, {"quality": "5", "avg_measure": 9.808840082361016, "support": 1457}, {"quality": "6", "avg_measure": 10.575371549893843, "support": 2198}, {"quality": "7", "avg_measure": 11.367935606060605, "support": 880}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49724fafceb0c107b2b21899469e705b2ad8c528 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_e67b8371a3565596 +-- problem_id: v2p_n3_7c60c77e9557c1a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e42c46b6417752fcefaed8b03e639f0f253659bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/query_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_support_guarded_group_avg\nSELECT \"quality\", AVG(CAST(\"alcohol\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"quality\"\nHAVING COUNT(*) > 5\nORDER BY \"quality\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"quality\\\", AVG(CAST(\\\"alcohol\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"quality\\\";\", \"columns\": [\"quality\", \"avg_measure\", \"support\"], \"rows\": [{\"quality\": \"3\", \"avg_measure\": 10.345, \"support\": 20}, {\"quality\": \"4\", \"avg_measure\": 10.15245398773006, \"support\": 163}, {\"quality\": \"5\", \"avg_measure\": 9.808840082361016, \"support\": 1457}, {\"quality\": \"6\", \"avg_measure\": 10.575371549893843, \"support\": 2198}, {\"quality\": \"7\", \"avg_measure\": 11.367935606060605, \"support\": 880}, {\"quality\": \"8\", \"avg_measure\": 11.636, \"support\": 175}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7e223c28b22f8b623bd42cccd08c5aa99f6c43f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:46:09.572812+00:00", + "ended_at": "2026-05-04T07:46:22.680541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e67b8371a3565596", + "problem_id": "v2p_n3_7c60c77e9557c1a6", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=quality, measure_col=alcohol.", + "bindings": { + "group_col": "quality", + "measure_col": "alcohol", + "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": 11.4, + "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}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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=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_c\\n3\\sql\\v2q_n3_e67b8371a3565596.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e67b8371a3565596", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13075.27, + "sql_execution_elapsed_ms_total": 3.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e67b8371a3565596\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3a0e19360269b0726e3140328c9fd8091554488 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:22.669675+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13075.27, "started_at": "2026-05-04T07:46:09.575346+00:00", "ended_at": "2026-05-04T07:46:22.650372+00:00", "prompt_metrics": {"chars": 7810, "bytes_utf8": 7810, "lines": 240, "estimated_tokens": 2242}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22331, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:46:09.780570Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:13.461298Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"quality\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"quality\\\" and measure_col=\\\"alcohol\\\". Cast \\\"alcohol\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66a047b81a05113f4358fe2360424124fb77d2d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e67b8371a3565596/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e67b8371a3565596", + "api_calls": 0, + "input_tokens": 22331, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 22465, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2242, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2350, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13075.27, + "sql_execution_elapsed_ms_total": 3.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e67b8371a3565596\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e6f01860e232ddc09b7c1b89dcfb037d983c06b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7872, "bytes_utf8": 7872, "lines": 240, "estimated_tokens": 2244}} +{"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": 1157, "bytes_utf8": 1157, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 22335, "cached_input_tokens": 21888, "output_tokens": 375}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 244, "estimated_tokens": 2547}} +{"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": 1119, "bytes_utf8": 1119, "lines": 1, "estimated_tokens": 341}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 458}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2be43764bd5efe8ac59d785bfed54d0b4a01b9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e9618462faa1ec97", + "api_calls": 0, + "input_tokens": 44973, + "cached_input_tokens": 43776, + "output_tokens": 833, + "total_tokens": 45806, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4791, + "estimated_output_tokens": 677, + "estimated_total_tokens": 5468, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32291.59, + "sql_execution_elapsed_ms_total": 22.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e9618462faa1ec97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..802a94d617f1cc14174de4e13336edce820d8eae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/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": "2026-05-04T08:15:40.671508+00:00", + "ended_at": "2026-05-04T08:15:55.667930+00:00", + "elapsed_ms": 14996.57, + "prompt_metrics": { + "chars": 7872, + "bytes_utf8": 7872, + "lines": 240, + "estimated_tokens": 2244 + }, + "stdout_metrics": { + "chars": 1604, + "bytes_utf8": 1604, + "lines": 4, + "estimated_tokens": 518 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1157, + "bytes_utf8": 1157, + "lines": 1, + "estimated_tokens": 336 + }, + "usage": { + "input_tokens": 22335, + "cached_input_tokens": 21888, + "output_tokens": 375 + } + }, + "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_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33f8e2169561007ce3115b5833072d3c5e421661 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/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": "2026-05-04T08:15:55.689168+00:00", + "ended_at": "2026-05-04T08:16:12.984278+00:00", + "elapsed_ms": 17295.02, + "prompt_metrics": { + "chars": 8867, + "bytes_utf8": 8867, + "lines": 244, + "estimated_tokens": 2547 + }, + "stdout_metrics": { + "chars": 1578, + "bytes_utf8": 1578, + "lines": 4, + "estimated_tokens": 528 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1119, + "bytes_utf8": 1119, + "lines": 1, + "estimated_tokens": 341 + }, + "usage": { + "input_tokens": 22638, + "cached_input_tokens": 21888, + "output_tokens": 458 + } + }, + "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_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e174b995aec30733e8d4ba798a9968a6c7e30ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab704454c40b1e9596c5006e9b2b4f130171be33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,244 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sulphates, measure_col=total sulfur dioxide.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sulphates\"\nHAVING MIN(\"cnt\") >= 5\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_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2abc3b5bd13b1c88a182b79948f56150873a3c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-ab06-7240-8e7b-30974198de6e"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING MIN(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by emulating the 0.9 percentile with window functions over CASTed numeric values, using the bound roles group_col=\\\"sulphates\\\" and measure_col=\\\"total sulfur dioxide\\\". Added a minimum group size filter of 5 from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22335,"cached_input_tokens":21888,"output_tokens":375}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99fcfe54b1783c707924980ee31b443a50cd6091 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sulphates\"\nHAVING MIN(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the planned percentile template for SQLite by emulating the 0.9 percentile with window functions over CASTed numeric values, using the bound roles group_col=\"sulphates\" and measure_col=\"total sulfur dioxide\". Added a minimum group size filter of 5 from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..593e75ccafe797a5d2c71e081f05d29e8ee970e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-e5b0-7043-a417-b35cc2b99aad"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\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 \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING MIN(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent integer expression and carried \\\"rn\\\" through the CTE so the final filter works.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22638,"cached_input_tokens":21888,"output_tokens":458}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..da0822a35d0ac4129a3685b58b58bf2a09455a1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\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 \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sulphates\"\nHAVING MIN(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with an equivalent integer expression and carried \"rn\" through the CTE so the final filter works."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3835f6f0e591b8d47dba9a088cb8e50fe8102776 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:40.864289Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:43.156129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:54.806571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2667a31d674e12e0512fda741c598b3a3d4e9260 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:55.892311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:58.635247Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:12.431436Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0f135e8e428c46a12e4377ac459c5f7a76cd6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/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=sulphates, measure_col=total sulfur dioxide. +Result preview: [{"sulphates": "0.71", "percentile_measure": 223.0}, {"sulphates": "0.66", "percentile_measure": 221.0}, {"sulphates": "0.64", "percentile_measure": 216.0}, {"sulphates": "0.58", "percentile_measure": 215.0}, {"sulphates": "0.61", "percentile_measure": 214.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..278be0c8d591c0689ff151d8be7a817481c91398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e9618462faa1ec97 +-- problem_id: v2p_n3_92bb73954eccfae6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("total sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("total sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "total sulfur dioxide" IS NOT NULL +), +"picked" AS ( + SELECT + "sulphates", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + MIN("measure_value") AS "percentile_measure" +FROM "picked" +WHERE "rn" >= "target_rn" +GROUP BY "sulphates" +HAVING MIN("cnt") >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75c57f347183f7370da99f922affad1b5f4aa81a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/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 \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\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 \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sulphates\"\nHAVING MIN(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"total sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY CAST(\\\"total sulfur dioxide\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"sulphates\\\" IS NOT NULL\\n AND \\\"total sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\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 \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING MIN(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sulphates\", \"percentile_measure\"], \"rows\": [{\"sulphates\": \"0.71\", \"percentile_measure\": 223.0}, {\"sulphates\": \"0.66\", \"percentile_measure\": 221.0}, {\"sulphates\": \"0.64\", \"percentile_measure\": 216.0}, {\"sulphates\": \"0.58\", \"percentile_measure\": 215.0}, {\"sulphates\": \"0.61\", \"percentile_measure\": 214.0}, {\"sulphates\": \"0.56\", \"percentile_measure\": 214.0}, {\"sulphates\": \"0.63\", \"percentile_measure\": 213.0}, {\"sulphates\": \"0.57\", \"percentile_measure\": 211.0}, {\"sulphates\": \"0.68\", \"percentile_measure\": 210.0}, {\"sulphates\": \"0.6\", \"percentile_measure\": 210.0}, {\"sulphates\": \"0.59\", \"percentile_measure\": 210.0}, {\"sulphates\": \"0.53\", \"percentile_measure\": 209.0}, {\"sulphates\": \"0.51\", \"percentile_measure\": 208.0}, {\"sulphates\": \"0.55\", \"percentile_measure\": 207.0}, {\"sulphates\": \"0.52\", \"percentile_measure\": 206.0}, {\"sulphates\": \"0.5\", \"percentile_measure\": 205.0}, {\"sulphates\": \"0.49\", \"percentile_measure\": 204.0}, {\"sulphates\": \"0.54\", \"percentile_measure\": 203.0}, {\"sulphates\": \"0.46\", \"percentile_measure\": 201.0}, {\"sulphates\": \"0.7\", \"percentile_measure\": 199.0}, {\"sulphates\": \"0.67\", \"percentile_measure\": 198.0}, {\"sulphates\": \"0.43\", \"percentile_measure\": 197.0}, {\"sulphates\": \"0.48\", \"percentile_measure\": 196.0}, {\"sulphates\": \"0.72\", \"percentile_measure\": 195.0}, {\"sulphates\": \"0.47\", \"percentile_measure\": 195.0}, {\"sulphates\": \"0.44\", \"percentile_measure\": 192.0}, {\"sulphates\": \"0.88\", \"percentile_measure\": 191.0}, {\"sulphates\": \"0.62\", \"percentile_measure\": 191.0}, {\"sulphates\": \"0.79\", \"percentile_measure\": 189.0}, {\"sulphates\": \"0.74\", \"percentile_measure\": 189.0}, {\"sulphates\": \"0.3\", \"percentile_measure\": 188.0}, {\"sulphates\": \"0.81\", \"percentile_measure\": 187.0}, {\"sulphates\": \"0.41\", \"percentile_measure\": 187.0}, {\"sulphates\": \"0.45\", \"percentile_measure\": 186.0}, {\"sulphates\": \"0.38\", \"percentile_measure\": 185.0}, {\"sulphates\": \"0.75\", \"percentile_measure\": 184.0}, {\"sulphates\": \"0.78\", \"percentile_measure\": 183.0}, {\"sulphates\": \"0.76\", \"percentile_measure\": 183.0}, {\"sulphates\": \"0.65\", \"percentile_measure\": 183.0}, {\"sulphates\": \"0.42\", \"percentile_measure\": 183.0}, {\"sulphates\": \"0.4\", \"percentile_measure\": 183.0}, {\"sulphates\": \"0.69\", \"percentile_measure\": 179.0}, {\"sulphates\": \"0.82\", \"percentile_measure\": 178.0}, {\"sulphates\": \"0.34\", \"percentile_measure\": 175.0}, {\"sulphates\": \"0.27\", \"percentile_measure\": 172.0}, {\"sulphates\": \"0.8\", \"percentile_measure\": 171.0}, {\"sulphates\": \"0.9\", \"percentile_measure\": 170.0}, {\"sulphates\": \"0.77\", \"percentile_measure\": 170.0}, {\"sulphates\": \"0.37\", \"percentile_measure\": 169.0}, {\"sulphates\": \"0.32\", \"percentile_measure\": 165.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba1ed00cfc425a1535409993a1bceaad09d6b32b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:15:40.668775+00:00", + "ended_at": "2026-05-04T08:16:13.035258+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_e9618462faa1ec97", + "problem_id": "v2p_n3_92bb73954eccfae6", + "dataset_id": "n3", + "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=sulphates, measure_col=total sulfur dioxide.", + "bindings": { + "group_col": "sulphates", + "measure_col": "total sulfur dioxide", + "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": 167.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_e9618462faa1ec97.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e9618462faa1ec97", + "api_calls": 0, + "input_tokens": 44973, + "cached_input_tokens": 43776, + "output_tokens": 833, + "total_tokens": 45806, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4791, + "estimated_output_tokens": 677, + "estimated_total_tokens": 5468, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32291.59, + "sql_execution_elapsed_ms_total": 22.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e9618462faa1ec97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78897ae0ea3e0278d0b542fad5c181c986f7b626 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:15:55.682819+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14996.57, "started_at": "2026-05-04T08:15:40.671508+00:00", "ended_at": "2026-05-04T08:15:55.667930+00:00", "prompt_metrics": {"chars": 7872, "bytes_utf8": 7872, "lines": 240, "estimated_tokens": 2244}, "response_metrics": {"chars": 1157, "bytes_utf8": 1157, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 22335, "cached_input_tokens": 21888, "output_tokens": 375}, "stderr_preview": "2026-05-04T08:15:40.864289Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:43.156129Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING MIN(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by emulating the 0.9 percentile with window functions over CASTed numeric values,"} +{"timestamp": "2026-05-04T08:15:55.682819+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 \"sulphates\",\n CAST(\"total sulfur dioxide\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY CAST(\"total sulfur dioxide\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"n3\"\n WHERE \"sulphates\" IS NOT NULL\n AND \"total sulfur dioxide\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"sulphates\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"sulphates\"\nHAVING MIN(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:16:13.005262+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": 17295.02, "started_at": "2026-05-04T08:15:55.689168+00:00", "ended_at": "2026-05-04T08:16:12.984278+00:00", "prompt_metrics": {"chars": 8867, "bytes_utf8": 8867, "lines": 244, "estimated_tokens": 2547}, "response_metrics": {"chars": 1119, "bytes_utf8": 1119, "lines": 1, "estimated_tokens": 341}, "usage": {"input_tokens": 22638, "cached_input_tokens": 21888, "output_tokens": 458}, "stderr_preview": "2026-05-04T08:15:55.892311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:58.635247Z 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 \\\"sulphates\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING MIN(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQL"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..054474449830ccc6c5415362a5a69c349e793fba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_e9618462faa1ec97/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_e9618462faa1ec97", + "api_calls": 0, + "input_tokens": 44973, + "cached_input_tokens": 43776, + "output_tokens": 833, + "total_tokens": 45806, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4791, + "estimated_output_tokens": 677, + "estimated_total_tokens": 5468, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32291.59, + "sql_execution_elapsed_ms_total": 22.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_e9618462faa1ec97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a3ab0da7015fe4d754d54b200a8147bb5a544c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"total sulfur dioxide": "111", "support": 69, "avg_response": 0.3139130434782609}, {"total sulfur dioxide": "113", "support": 61, "avg_response": 0.319672131147541}, {"total sulfur dioxide": "117", "support": 57, "avg_response": 0.3059649122807018}, {"total sulfur dioxide": "118", "support": 55, "avg_response": 0.3296363636363636}, {"total sulfur dioxide": "122", "support": 54, "avg_response": 0.35703703703703704}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55e2a729a942199f10daaa4bc4390f5f86121797 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ea1c551d7b545d3b +-- problem_id: v2p_n3_8ef498cb570fec02 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13b65d5cc8e1b77458b102cd01d6b2a9b1ddc02e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/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_c\n-- sql_source_dataset_id: n3\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_n3_ea1c551d7b545d3b\n-- problem_id: v2p_n3_8ef498cb570fec02\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"total sulfur dioxide\",\n COUNT(*) AS support,\n AVG(\"citric acid\") AS avg_response\nFROM \"n3\"\nGROUP BY \"total sulfur dioxide\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_ea1c551d7b545d3b\\n-- problem_id: v2p_n3_8ef498cb570fec02\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"total sulfur dioxide\\\",\\n COUNT(*) AS support,\\n AVG(\\\"citric acid\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"total sulfur dioxide\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"total sulfur dioxide\", \"support\", \"avg_response\"], \"rows\": [{\"total sulfur dioxide\": \"111\", \"support\": 69, \"avg_response\": 0.3139130434782609}, {\"total sulfur dioxide\": \"113\", \"support\": 61, \"avg_response\": 0.319672131147541}, {\"total sulfur dioxide\": \"117\", \"support\": 57, \"avg_response\": 0.3059649122807018}, {\"total sulfur dioxide\": \"118\", \"support\": 55, \"avg_response\": 0.3296363636363636}, {\"total sulfur dioxide\": \"122\", \"support\": 54, \"avg_response\": 0.35703703703703704}, {\"total sulfur dioxide\": \"114\", \"support\": 54, \"avg_response\": 0.35055555555555556}, {\"total sulfur dioxide\": \"150\", \"support\": 54, \"avg_response\": 0.3444444444444445}, {\"total sulfur dioxide\": \"128\", \"support\": 54, \"avg_response\": 0.3111111111111111}, {\"total sulfur dioxide\": \"124\", \"support\": 53, \"avg_response\": 0.3281132075471698}, {\"total sulfur dioxide\": \"140\", \"support\": 52, \"avg_response\": 0.33884615384615385}, {\"total sulfur dioxide\": \"126\", \"support\": 50, \"avg_response\": 0.369}, {\"total sulfur dioxide\": \"133\", \"support\": 50, \"avg_response\": 0.336}, {\"total sulfur dioxide\": \"98\", \"support\": 49, \"avg_response\": 0.3312244897959184}, {\"total sulfur dioxide\": \"125\", \"support\": 49, \"avg_response\": 0.3222448979591837}, {\"total sulfur dioxide\": \"149\", \"support\": 48, \"avg_response\": 0.32354166666666667}, {\"total sulfur dioxide\": \"156\", \"support\": 47, \"avg_response\": 0.4257446808510639}, {\"total sulfur dioxide\": \"132\", \"support\": 47, \"avg_response\": 0.3557446808510638}, {\"total sulfur dioxide\": \"110\", \"support\": 47, \"avg_response\": 0.3227659574468085}, {\"total sulfur dioxide\": \"101\", \"support\": 47, \"avg_response\": 0.3174468085106383}, {\"total sulfur dioxide\": \"134\", \"support\": 47, \"avg_response\": 0.31531914893617025}, {\"total sulfur dioxide\": \"131\", \"support\": 47, \"avg_response\": 0.29829787234042554}, {\"total sulfur dioxide\": \"116\", \"support\": 47, \"avg_response\": 0.2980851063829787}, {\"total sulfur dioxide\": \"119\", \"support\": 47, \"avg_response\": 0.2897872340425532}, {\"total sulfur dioxide\": \"130\", \"support\": 46, \"avg_response\": 0.3397826086956522}, {\"total sulfur dioxide\": \"142\", \"support\": 46, \"avg_response\": 0.29456521739130437}, {\"total sulfur dioxide\": \"107\", \"support\": 45, \"avg_response\": 0.31044444444444447}, {\"total sulfur dioxide\": \"115\", \"support\": 45, \"avg_response\": 0.31}, {\"total sulfur dioxide\": \"138\", \"support\": 45, \"avg_response\": 0.3051111111111111}, {\"total sulfur dioxide\": \"148\", \"support\": 44, \"avg_response\": 0.37636363636363634}, {\"total sulfur dioxide\": \"104\", \"support\": 44, \"avg_response\": 0.315}, {\"total sulfur dioxide\": \"143\", \"support\": 44, \"avg_response\": 0.3043181818181818}, {\"total sulfur dioxide\": \"152\", \"support\": 43, \"avg_response\": 0.3446511627906977}, {\"total sulfur dioxide\": \"168\", \"support\": 43, \"avg_response\": 0.3113953488372093}, {\"total sulfur dioxide\": \"120\", \"support\": 42, \"avg_response\": 0.32571428571428573}, {\"total sulfur dioxide\": \"93\", \"support\": 42, \"avg_response\": 0.31523809523809526}, {\"total sulfur dioxide\": \"178\", \"support\": 41, \"avg_response\": 0.3526829268292683}, {\"total sulfur dioxide\": \"105\", \"support\": 41, \"avg_response\": 0.33804878048780485}, {\"total sulfur dioxide\": \"135\", \"support\": 41, \"avg_response\": 0.3131707317073171}, {\"total sulfur dioxide\": \"97\", \"support\": 41, \"avg_response\": 0.2914634146341464}, {\"total sulfur dioxide\": \"151\", \"support\": 39, \"avg_response\": 0.3625641025641026}, {\"total sulfur dioxide\": \"155\", \"support\": 39, \"avg_response\": 0.3353846153846154}, {\"total sulfur dioxide\": \"166\", \"support\": 39, \"avg_response\": 0.3243589743589744}, {\"total sulfur dioxide\": \"87\", \"support\": 39, \"avg_response\": 0.3141025641025641}, {\"total sulfur dioxide\": \"158\", \"support\": 38, \"avg_response\": 0.35736842105263156}, {\"total sulfur dioxide\": \"127\", \"support\": 38, \"avg_response\": 0.3381578947368421}, {\"total sulfur dioxide\": \"136\", \"support\": 38, \"avg_response\": 0.3368421052631579}, {\"total sulfur dioxide\": \"109\", \"support\": 37, \"avg_response\": 0.34702702702702704}, {\"total sulfur dioxide\": \"161\", \"support\": 37, \"avg_response\": 0.34567567567567564}, {\"total sulfur dioxide\": \"102\", \"support\": 37, \"avg_response\": 0.31135135135135134}, {\"total sulfur dioxide\": \"121\", \"support\": 37, \"avg_response\": 0.30972972972972973}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15f004f51e535d82e68c959676cb55818837739e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.629843+00:00", + "ended_at": "2026-05-04T08:19:07.636928+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ea1c551d7b545d3b", + "problem_id": "v2p_n3_8ef498cb570fec02", + "dataset_id": "n3", + "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=citric acid, key_col=total sulfur dioxide.", + "bindings": { + "key_col": "total sulfur dioxide", + "measure_col": "citric acid", + "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_c\\n3\\sql\\v2q_n3_ea1c551d7b545d3b.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_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ea1c551d7b545d3b/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_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9fee1e42284c7b7f692f483379f0a0654c448eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0.5", "support": 249, "support_share": 0.05083707635769702, "support_rank": 1}, {"value_label": "0.46", "support": 225, "support_share": 0.045937117190690074, "support_rank": 2}, {"value_label": "0.44", "support": 216, "support_share": 0.04409963250306247, "support_rank": 3}, {"value_label": "0.38", "support": 214, "support_share": 0.043691302572478566, "support_rank": 4}, {"value_label": "0.42", "support": 181, "support_share": 0.03695385871784402, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75939c5b06ad5e8e90d7438ad0c04bebf813eefa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_eaa636bb529c2eac +-- problem_id: v2p_n3_cd52cbfd2fee0584 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +) +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_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f01787938664691bbb3a9eb24fa515ab57de10e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/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_c\n-- sql_source_dataset_id: n3\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_n3_eaa636bb529c2eac\n-- problem_id: v2p_n3_cd52cbfd2fee0584\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"sulphates\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"sulphates\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_eaa636bb529c2eac\\n-- problem_id: v2p_n3_cd52cbfd2fee0584\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"sulphates\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"sulphates\\\"\\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\": \"0.5\", \"support\": 249, \"support_share\": 0.05083707635769702, \"support_rank\": 1}, {\"value_label\": \"0.46\", \"support\": 225, \"support_share\": 0.045937117190690074, \"support_rank\": 2}, {\"value_label\": \"0.44\", \"support\": 216, \"support_share\": 0.04409963250306247, \"support_rank\": 3}, {\"value_label\": \"0.38\", \"support\": 214, \"support_share\": 0.043691302572478566, \"support_rank\": 4}, {\"value_label\": \"0.42\", \"support\": 181, \"support_share\": 0.03695385871784402, \"support_rank\": 5}, {\"value_label\": \"0.48\", \"support\": 179, \"support_share\": 0.036545528787260105, \"support_rank\": 6}, {\"value_label\": \"0.45\", \"support\": 178, \"support_share\": 0.03634136382196815, \"support_rank\": 7}, {\"value_label\": \"0.47\", \"support\": 172, \"support_share\": 0.03511637403021641, \"support_rank\": 8}, {\"value_label\": \"0.4\", \"support\": 168, \"support_share\": 0.03429971416904859, \"support_rank\": 9}, {\"value_label\": \"0.54\", \"support\": 167, \"support_share\": 0.03409554920375663, \"support_rank\": 10}, {\"value_label\": \"0.49\", \"support\": 166, \"support_share\": 0.03389138423846468, \"support_rank\": 11}, {\"value_label\": \"0.43\", \"support\": 161, \"support_share\": 0.0328705594120049, \"support_rank\": 12}, {\"value_label\": \"0.52\", \"support\": 156, \"support_share\": 0.031849734585545124, \"support_rank\": 13}, {\"value_label\": \"0.39\", \"support\": 151, \"support_share\": 0.03082890975908534, \"support_rank\": 14}, {\"value_label\": \"0.51\", \"support\": 140, \"support_share\": 0.028583095140873826, \"support_rank\": 15}, {\"value_label\": \"0.41\", \"support\": 139, \"support_share\": 0.02837893017558187, \"support_rank\": 16}, {\"value_label\": \"0.53\", \"support\": 135, \"support_share\": 0.027562270314414047, \"support_rank\": 17}, {\"value_label\": \"0.37\", \"support\": 129, \"support_share\": 0.02633728052266231, \"support_rank\": 18}, {\"value_label\": \"0.36\", \"support\": 120, \"support_share\": 0.02449979583503471, \"support_rank\": 19}, {\"value_label\": \"0.56\", \"support\": 108, \"support_share\": 0.022049816251531237, \"support_rank\": 20}, {\"value_label\": \"0.55\", \"support\": 102, \"support_share\": 0.0208248264597795, \"support_rank\": 21}, {\"value_label\": \"0.58\", \"support\": 99, \"support_share\": 0.020212331563903636, \"support_rank\": 22}, {\"value_label\": \"0.59\", \"support\": 97, \"support_share\": 0.01980400163331972, \"support_rank\": 23}, {\"value_label\": \"0.6\", \"support\": 88, \"support_share\": 0.01796651694569212, \"support_rank\": 24}, {\"value_label\": \"0.35\", \"support\": 85, \"support_share\": 0.017354022049816252, \"support_rank\": 25}, {\"value_label\": \"0.34\", \"support\": 84, \"support_share\": 0.017149857084524295, \"support_rank\": 26}, {\"value_label\": \"0.57\", \"support\": 83, \"support_share\": 0.01694569211923234, \"support_rank\": 27}, {\"value_label\": \"0.62\", \"support\": 68, \"support_share\": 0.013883217639853002, \"support_rank\": 28}, {\"value_label\": \"0.64\", \"support\": 67, \"support_share\": 0.013679052674561045, \"support_rank\": 29}, {\"value_label\": \"0.33\", \"support\": 59, \"support_share\": 0.012045732952225397, \"support_rank\": 30}, {\"value_label\": \"0.32\", \"support\": 54, \"support_share\": 0.011024908125765618, \"support_rank\": 31}, {\"value_label\": \"0.63\", \"support\": 48, \"support_share\": 0.009799918334013884, \"support_rank\": 32}, {\"value_label\": \"0.61\", \"support\": 45, \"support_share\": 0.009187423438138016, \"support_rank\": 33}, {\"value_label\": \"0.68\", \"support\": 44, \"support_share\": 0.00898325847284606, \"support_rank\": 34}, {\"value_label\": \"0.66\", \"support\": 36, \"support_share\": 0.007349938750510413, \"support_rank\": 35}, {\"value_label\": \"0.31\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 36}, {\"value_label\": \"0.67\", \"support\": 35, \"support_share\": 0.0071457737852184565, \"support_rank\": 37}, {\"value_label\": \"0.72\", \"support\": 33, \"support_share\": 0.006737443854634545, \"support_rank\": 38}, {\"value_label\": \"0.3\", \"support\": 31, \"support_share\": 0.006329113924050633, \"support_rank\": 39}, {\"value_label\": \"0.69\", \"support\": 30, \"support_share\": 0.006124948958758677, \"support_rank\": 40}, {\"value_label\": \"0.65\", \"support\": 28, \"support_share\": 0.0057166190281747655, \"support_rank\": 41}, {\"value_label\": \"0.7\", \"support\": 27, \"support_share\": 0.005512454062882809, \"support_rank\": 42}, {\"value_label\": \"0.75\", \"support\": 22, \"support_share\": 0.00449162923642303, \"support_rank\": 43}, {\"value_label\": \"0.74\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 44}, {\"value_label\": \"0.76\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 45}, {\"value_label\": \"0.78\", \"support\": 19, \"support_share\": 0.0038791343405471623, \"support_rank\": 46}, {\"value_label\": \"0.71\", \"support\": 18, \"support_share\": 0.0036749693752552064, \"support_rank\": 47}, {\"value_label\": \"0.29\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 48}, {\"value_label\": \"0.77\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 49}, {\"value_label\": \"0.79\", \"support\": 16, \"support_share\": 0.0032666394446712946, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f0a7b998eea8e676fd79a6b9f6861d16bf7d516 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.361543+00:00", + "ended_at": "2026-05-04T08:19:07.367833+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eaa636bb529c2eac", + "problem_id": "v2p_n3_cd52cbfd2fee0584", + "dataset_id": "n3", + "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=sulphates.", + "bindings": { + "group_col": "sulphates" + }, + "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_c\\n3\\sql\\v2q_n3_eaa636bb529c2eac.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_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eaa636bb529c2eac/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_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce54cd721a1ea9f218d2a63205a60160c6a9242e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7830, "bytes_utf8": 7830, "lines": 240, "estimated_tokens": 2247}} +{"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": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 267}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f07f51af228a370830bdf4add1bdd0a28fe6eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ebc422f21d9b5d5f", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 267, + "total_tokens": 22603, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14515.66, + "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_c\\n3\\artifacts\\v2q_n3_ebc422f21d9b5d5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..19645a104828eee2a3ac0df5aefc3a4700620a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/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": "2026-05-04T07:42:14.251154+00:00", + "ended_at": "2026-05-04T07:42:28.768408+00:00", + "elapsed_ms": 14515.66, + "prompt_metrics": { + "chars": 7830, + "bytes_utf8": 7830, + "lines": 240, + "estimated_tokens": 2247 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 514, + "bytes_utf8": 514, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 267 + } + }, + "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_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ea798c02b5731fba00f96b26b5b71c000f0cd8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..530c7ce8870d4ce261413dc8bbcf4a57b970bdf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-0e4c-72e2-a5b5-d06941507cb4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". CAST to REAL is applied for SQLite numeric aggregation and numeric ordering because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22336,"cached_input_tokens":20864,"output_tokens":267}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94d4f9706c677d34c5b2de0ee9a4035d86d78f3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);","notes":"Used the requested Support-Guarded Group Average template with group_col=\"fixed acidity\" and measure_col=\"citric acid\". CAST to REAL is applied for SQLite numeric aggregation and numeric ordering because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b38586bcaf0cd770349d36677ab96d54c8890ea6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:14.690176Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:17.236259Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:28.223134Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40834854b3b6523345a682ca92fc0f1cd07425d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid. +Result preview: [{"fixed acidity": "4.8", "avg_measure": 0.19666666666666666, "support": 9}, {"fixed acidity": "4.9", "avg_measure": 0.2442857142857143, "support": 7}, {"fixed acidity": "5", "avg_measure": 0.24875000000000003, "support": 24}, {"fixed acidity": "5.1", "avg_measure": 0.24173913043478262, "support": 23}, {"fixed acidity": "5.2", "avg_measure": 0.25107142857142856, "support": 28}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49980b530e8cce5a3e9ffdf56c060fe6abe87e99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_ebc422f21d9b5d5f +-- problem_id: v2p_n3_106577a02ed527e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67e9744b0c1f9161ebcb0d09b4b4ffb84a4f3dfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/query_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_support_guarded_group_avg\nSELECT \"fixed acidity\", AVG(CAST(\"citric acid\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"fixed acidity\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"fixed acidity\\\", AVG(CAST(\\\"citric acid\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\", \"columns\": [\"fixed acidity\", \"avg_measure\", \"support\"], \"rows\": [{\"fixed acidity\": \"4.8\", \"avg_measure\": 0.19666666666666666, \"support\": 9}, {\"fixed acidity\": \"4.9\", \"avg_measure\": 0.2442857142857143, \"support\": 7}, {\"fixed acidity\": \"5\", \"avg_measure\": 0.24875000000000003, \"support\": 24}, {\"fixed acidity\": \"5.1\", \"avg_measure\": 0.24173913043478262, \"support\": 23}, {\"fixed acidity\": \"5.2\", \"avg_measure\": 0.25107142857142856, \"support\": 28}, {\"fixed acidity\": \"5.3\", \"avg_measure\": 0.24555555555555555, \"support\": 27}, {\"fixed acidity\": \"5.4\", \"avg_measure\": 0.26, \"support\": 28}, {\"fixed acidity\": \"5.5\", \"avg_measure\": 0.27419354838709675, \"support\": 31}, {\"fixed acidity\": \"5.6\", \"avg_measure\": 0.29014084507042254, \"support\": 71}, {\"fixed acidity\": \"5.7\", \"avg_measure\": 0.28306818181818183, \"support\": 88}, {\"fixed acidity\": \"5.8\", \"avg_measure\": 0.2781818181818182, \"support\": 121}, {\"fixed acidity\": \"5.9\", \"avg_measure\": 0.2633980582524272, \"support\": 103}, {\"fixed acidity\": \"6\", \"avg_measure\": 0.3011413043478261, \"support\": 184}, {\"fixed acidity\": \"6.1\", \"avg_measure\": 0.30690322580645163, \"support\": 155}, {\"fixed acidity\": \"6.2\", \"avg_measure\": 0.30812500000000004, \"support\": 192}, {\"fixed acidity\": \"6.3\", \"avg_measure\": 0.32393617021276594, \"support\": 188}, {\"fixed acidity\": \"6.4\", \"avg_measure\": 0.31949999999999995, \"support\": 280}, {\"fixed acidity\": \"6.5\", \"avg_measure\": 0.32991111111111115, \"support\": 225}, {\"fixed acidity\": \"6.6\", \"avg_measure\": 0.3218620689655173, \"support\": 290}, {\"fixed acidity\": \"6.7\", \"avg_measure\": 0.3377542372881356, \"support\": 236}, {\"fixed acidity\": \"6.8\", \"avg_measure\": 0.33461038961038964, \"support\": 308}, {\"fixed acidity\": \"6.9\", \"avg_measure\": 0.33352697095435685, \"support\": 241}, {\"fixed acidity\": \"7\", \"avg_measure\": 0.3282327586206897, \"support\": 232}, {\"fixed acidity\": \"7.1\", \"avg_measure\": 0.34885, \"support\": 200}, {\"fixed acidity\": \"7.2\", \"avg_measure\": 0.355242718446602, \"support\": 206}, {\"fixed acidity\": \"7.3\", \"avg_measure\": 0.3541573033707865, \"support\": 178}, {\"fixed acidity\": \"7.4\", \"avg_measure\": 0.34654639175257734, \"support\": 194}, {\"fixed acidity\": \"7.5\", \"avg_measure\": 0.39463414634146343, \"support\": 123}, {\"fixed acidity\": \"7.6\", \"avg_measure\": 0.3663398692810457, \"support\": 153}, {\"fixed acidity\": \"7.7\", \"avg_measure\": 0.3844086021505376, \"support\": 93}, {\"fixed acidity\": \"7.8\", \"avg_measure\": 0.3686021505376344, \"support\": 93}, {\"fixed acidity\": \"7.9\", \"avg_measure\": 0.38054054054054054, \"support\": 74}, {\"fixed acidity\": \"8\", \"avg_measure\": 0.35575, \"support\": 80}, {\"fixed acidity\": \"8.1\", \"avg_measure\": 0.37535714285714283, \"support\": 56}, {\"fixed acidity\": \"8.2\", \"avg_measure\": 0.4114285714285714, \"support\": 56}, {\"fixed acidity\": \"8.3\", \"avg_measure\": 0.4211538461538461, \"support\": 52}, {\"fixed acidity\": \"8.4\", \"avg_measure\": 0.3845714285714286, \"support\": 35}, {\"fixed acidity\": \"8.5\", \"avg_measure\": 0.3903125, \"support\": 32}, {\"fixed acidity\": \"8.6\", \"avg_measure\": 0.37, \"support\": 25}, {\"fixed acidity\": \"8.7\", \"avg_measure\": 0.42733333333333334, \"support\": 15}, {\"fixed acidity\": \"8.8\", \"avg_measure\": 0.3844444444444444, \"support\": 18}, {\"fixed acidity\": \"8.9\", \"avg_measure\": 0.373125, \"support\": 16}, {\"fixed acidity\": \"9\", \"avg_measure\": 0.39882352941176474, \"support\": 17}, {\"fixed acidity\": \"9.1\", \"avg_measure\": 0.4183333333333333, \"support\": 6}, {\"fixed acidity\": \"9.2\", \"avg_measure\": 0.40619047619047616, \"support\": 21}, {\"fixed acidity\": \"9.4\", \"avg_measure\": 0.38636363636363635, \"support\": 11}, {\"fixed acidity\": \"9.8\", \"avg_measure\": 0.49125, \"support\": 8}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a13ae7bd9abe7d04671757a0f3f88e3c01265357 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:42:14.247921+00:00", + "ended_at": "2026-05-04T07:42:28.813074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ebc422f21d9b5d5f", + "problem_id": "v2p_n3_106577a02ed527e3", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=fixed acidity, measure_col=citric acid.", + "bindings": { + "group_col": "fixed acidity", + "measure_col": "citric acid", + "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": 0.36, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_ebc422f21d9b5d5f.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ebc422f21d9b5d5f", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 267, + "total_tokens": 22603, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14515.66, + "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_c\\n3\\artifacts\\v2q_n3_ebc422f21d9b5d5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4b90bec5eb84b9cd0ccfad8b931a9ac176893f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:28.790745+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14515.66, "started_at": "2026-05-04T07:42:14.251154+00:00", "ended_at": "2026-05-04T07:42:28.768408+00:00", "prompt_metrics": {"chars": 7830, "bytes_utf8": 7830, "lines": 240, "estimated_tokens": 2247}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22336, "cached_input_tokens": 20864, "output_tokens": 267}, "stderr_preview": "2026-05-04T07:42:14.690176Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:17.236259Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"fixed acidity\\\" AS REAL);\",\"notes\":\"Used the requested Support-Guarded Group Average template with group_col=\\\"fixed acidity\\\" and measure_col=\\\"citric acid\\\". CAST to REAL is applied for SQLite numeric aggregation and numeric ordering because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d84275806fb0e84a74a46e5f4fd13828cf540dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ebc422f21d9b5d5f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ebc422f21d9b5d5f", + "api_calls": 0, + "input_tokens": 22336, + "cached_input_tokens": 20864, + "output_tokens": 267, + "total_tokens": 22603, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2247, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2369, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14515.66, + "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_c\\n3\\artifacts\\v2q_n3_ebc422f21d9b5d5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3cba544fe4175a976e9c9de92181f251c2d21b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7607, "bytes_utf8": 7607, "lines": 238, "estimated_tokens": 2190}} +{"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": 102}, "usage": {"input_tokens": 22279, "cached_input_tokens": 20864, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d60f8fd40c73567b9e7bf1e3abf518d69bc76bd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ec2398303b99aa78", + "api_calls": 0, + "input_tokens": 22279, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 22397, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2190, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2292, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13572.85, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ec2398303b99aa78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ebc85b92110187dfc2a216d2f394b9932d0100ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/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": "2026-05-04T08:18:20.480654+00:00", + "ended_at": "2026-05-04T08:18:34.049144+00:00", + "elapsed_ms": 13572.85, + "prompt_metrics": { + "chars": 7607, + "bytes_utf8": 7607, + "lines": 238, + "estimated_tokens": 2190 + }, + "stdout_metrics": { + "chars": 692, + "bytes_utf8": 692, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13173 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22279, + "cached_input_tokens": 20864, + "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_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c2f58aa53f793380a59df0a934962a357719405 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,238 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=chlorides.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "chlorides", + "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": 0.05, + "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 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_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b60c34a26c4b82cba6998e6e47ddb44b087f50b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-2822-7e92-b812-bb29db07c94a"} +{"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(\\\"chlorides\\\" AS REAL) <= 0.05 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n3\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"chlorides\\\" and measure_threshold fixed at 0.05. CAST to REAL is needed because the SQLite column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22279,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bfc8c5652135594fdd75dfe5639330201726897 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"chlorides\" AS REAL) <= 0.05 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n3\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"chlorides\" and measure_threshold fixed at 0.05. CAST to REAL is needed because the SQLite column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a13f431d13b874c80acf41f0697066353bcf649b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:24.026114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:26.436560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:33.712472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1ac6f06beb13368627187d6c8f135191c50aa1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/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=chlorides. +Result preview: [{"empirical_cdf_at_threshold": 0.7625561453654552}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f110c7042ac37c310df694452698882f18f2a05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ec2398303b99aa78 +-- problem_id: v2p_n3_3a8c252479a7810e +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("chlorides" AS REAL) <= 0.05 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aaf93492cf8cca8e36e7ad878578e801d33f23e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/query_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(\"chlorides\" AS REAL) <= 0.05 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"chlorides\\\" AS REAL) <= 0.05 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7625561453654552}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffa7bc6b3be7c1c0e133625c06da2647fd7a1917 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:18:20.478213+00:00", + "ended_at": "2026-05-04T08:18:34.081852+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ec2398303b99aa78", + "problem_id": "v2p_n3_3a8c252479a7810e", + "dataset_id": "n3", + "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=chlorides.", + "bindings": { + "measure_col": "chlorides", + "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": 0.05, + "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": [ + "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=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "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_c\\n3\\sql\\v2q_n3_ec2398303b99aa78.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ec2398303b99aa78", + "api_calls": 0, + "input_tokens": 22279, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 22397, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2190, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2292, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13572.85, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ec2398303b99aa78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cce8d6d194c0aa04306654eae43d795aa4c06935 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ec2398303b99aa78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:34.071470+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13572.85, "started_at": "2026-05-04T08:18:20.480654+00:00", "ended_at": "2026-05-04T08:18:34.049144+00:00", "prompt_metrics": {"chars": 7607, "bytes_utf8": 7607, "lines": 238, "estimated_tokens": 2190}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22279, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:18:24.026114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:26.436560Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=quality.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "quality", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f9a4ec73843cf39d86cf60350152944edcfde3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-be8c-7ba1-b7da-4e6980c27193"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"quality\\\" and predicate on \\\"total sulfur dioxide\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22340,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e216e5389a9e41f96a4cfdba6e4e0adc17d0989b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required template with group_col bound to \"quality\" and predicate on \"total sulfur dioxide\". 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_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02729c771b3849cdcead50d5a9efaa5824f68dcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:43.191999Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:45.515937Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:53.416226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..473315824fef07f43f3d6cb4a5e365951530ada6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/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=quality. +Result preview: [{"quality": "5", "support": 555}, {"quality": "6", "support": 519}, {"quality": "7", "support": 106}, {"quality": "4", "support": 42}, {"quality": "8", "support": 20}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d33064a494ffa1cbb5795ca14fc16d87a5dbc3d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_eccc415581a55dbe +-- problem_id: v2p_n3_0b49735207ac7dc4 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..027c631097b978a567a6fe4e13829c26f7703465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/query_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 \"quality\", COUNT(*) AS support\nFROM \"n3\"\nWHERE CAST(\"total sulfur dioxide\" AS REAL) >= 167.0\nGROUP BY \"quality\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"quality\\\", COUNT(*) AS support\\nFROM \\\"n3\\\"\\nWHERE CAST(\\\"total sulfur dioxide\\\" AS REAL) >= 167.0\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"quality\", \"support\"], \"rows\": [{\"quality\": \"5\", \"support\": 555}, {\"quality\": \"6\", \"support\": 519}, {\"quality\": \"7\", \"support\": 106}, {\"quality\": \"4\", \"support\": 42}, {\"quality\": \"8\", \"support\": 20}, {\"quality\": \"3\", \"support\": 9}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..618611e1e2a38e743070c3ad8594ed771a155a5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:39:42.977102+00:00", + "ended_at": "2026-05-04T07:39:54.219438+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eccc415581a55dbe", + "problem_id": "v2p_n3_0b49735207ac7dc4", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality", + "predicate_col": "total sulfur dioxide", + "predicate_op": ">=", + "predicate_value": 167.0, + "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": 9.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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_c\\n3\\sql\\v2q_n3_eccc415581a55dbe.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_eccc415581a55dbe", + "api_calls": 0, + "input_tokens": 22340, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2251, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11211.7, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_eccc415581a55dbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfb5bffff764f7a9f93cd9caa8d71961e0ed85d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:54.210029+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11211.7, "started_at": "2026-05-04T07:39:42.979333+00:00", "ended_at": "2026-05-04T07:39:54.191421+00:00", "prompt_metrics": {"chars": 7866, "bytes_utf8": 7866, "lines": 242, "estimated_tokens": 2251}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22340, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:39:43.191999Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:45.515937Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 167.0\\nGROUP BY \\\"quality\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"quality\\\" and predicate on \\\"total sulfur dioxide\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d48b36793e1ba8ede9a0f342745d42a2a2a47eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eccc415581a55dbe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_eccc415581a55dbe", + "api_calls": 0, + "input_tokens": 22340, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22488, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2251, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2355, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11211.7, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_eccc415581a55dbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d76c5cf688dae1b897c174b6a712b3ae62ae465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8187, "bytes_utf8": 8187, "lines": 245, "estimated_tokens": 2317}} +{"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": 1053, "bytes_utf8": 1053, "lines": 1, "estimated_tokens": 307}, "usage": {"input_tokens": 22408, "cached_input_tokens": 20864, "output_tokens": 404}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9094, "bytes_utf8": 9094, "lines": 249, "estimated_tokens": 2587}} +{"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": 951, "bytes_utf8": 951, "lines": 1, "estimated_tokens": 295}, "usage": {"input_tokens": 22678, "cached_input_tokens": 20864, "output_tokens": 330}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56bda78f74563efeaff174a6480dad85194df1eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ee640f3a0092663d", + "api_calls": 0, + "input_tokens": 45086, + "cached_input_tokens": 41728, + "output_tokens": 734, + "total_tokens": 45820, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4904, + "estimated_output_tokens": 602, + "estimated_total_tokens": 5506, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34151.87, + "sql_execution_elapsed_ms_total": 9.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ee640f3a0092663d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93eab9afd1c9c8918dd29a5064a0119674edb98b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/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": "2026-05-04T08:08:46.863042+00:00", + "ended_at": "2026-05-04T08:09:03.863822+00:00", + "elapsed_ms": 17002.05, + "prompt_metrics": { + "chars": 8187, + "bytes_utf8": 8187, + "lines": 245, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 1481, + "bytes_utf8": 1481, + "lines": 4, + "estimated_tokens": 474 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1053, + "bytes_utf8": 1053, + "lines": 1, + "estimated_tokens": 307 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 20864, + "output_tokens": 404 + } + }, + "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_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7ae15e3f6a0d579b659994738dc99cf85b129f67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/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": "2026-05-04T08:09:03.885379+00:00", + "ended_at": "2026-05-04T08:09:21.033494+00:00", + "elapsed_ms": 17149.82, + "prompt_metrics": { + "chars": 9094, + "bytes_utf8": 9094, + "lines": 249, + "estimated_tokens": 2587 + }, + "stdout_metrics": { + "chars": 1371, + "bytes_utf8": 1371, + "lines": 4, + "estimated_tokens": 454 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 951, + "bytes_utf8": 951, + "lines": 1, + "estimated_tokens": 295 + }, + "usage": { + "input_tokens": 22678, + "cached_input_tokens": 20864, + "output_tokens": 330 + } + }, + "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_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f59a84d20cc842ef3de6990f88e42d6e558a79e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,245 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=free sulfur dioxide, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bd2396148be525e13ccbe2b3d3075e4f356e1fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,249 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=sulphates, measure_col=free sulfur dioxide, condition_col=quality.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sulphates", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 \"sulphates\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\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_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f62afc5e7fbf6ae61fcf70f2f013f5fdd402a253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-5a8a-7901-a1dc-27aa7abd7f54"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank CEIL(0.9 * group_count) within each \\\"sulphates\\\" group after filtering to \\\"quality\\\" = '6'. Numeric TEXT columns are cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":20864,"output_tokens":404}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7cfd27cbfdf26bc06c014cb734c9b4cbc1de88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile by selecting the value at rank CEIL(0.9 * group_count) within each \"sulphates\" group after filtering to \"quality\" = '6'. Numeric TEXT columns are cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a027c7808bd7df681531b3453801dfad13013ebe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-9d1d-7562-b648-aa27ca147334"} +{"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 \\\"sulphates\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((9 * \\\"cnt\\\" + 9) / 10)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the SQLite incompatibility by replacing CEIL(0.9 * cnt) with integer arithmetic for the 90th-percentile rank: ((9 * cnt + 9) / 10), which computes ceil(0.9 * cnt) in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22678,"cached_input_tokens":20864,"output_tokens":330}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7433c95545c5bfbd885f3648b6fa700a98b0cfc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sulphates\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = ((9 * \"cnt\" + 9) / 10)\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the SQLite incompatibility by replacing CEIL(0.9 * cnt) with integer arithmetic for the 90th-percentile rank: ((9 * cnt + 9) / 10), which computes ceil(0.9 * cnt) in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..233de92d9bd62f5bb22c44fc6f32f7fcb839ec1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:47.051466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:49.483115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:02.835335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..12b510cfc3a1bd9b58052c61677600443f34d543 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:04.112090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:06.610873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:19.922403Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b1d56e2def26c464dcfdb9e83532847f5475406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/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=sulphates, measure_col=free sulfur dioxide, condition_col=quality. +Result preview: [{"sulphates": "0.78", "conditional_percentile": 79.5}, {"sulphates": "0.34", "conditional_percentile": 73.0}, {"sulphates": "0.71", "conditional_percentile": 73.0}, {"sulphates": "0.3", "conditional_percentile": 68.0}, {"sulphates": "0.85", "conditional_percentile": 68.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49f5a084679a2002817718d34e9864dfd6c49533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ee640f3a0092663d +-- problem_id: v2p_n3_24570547191e599a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("free sulfur dioxide" AS REAL) AS "measure_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cfc8bf07b9be01e9a5aa64f7850b3697808befd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/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 \"sulphates\",\n CAST(\"free sulfur dioxide\" AS REAL) AS \"measure_value\"\n FROM \"n3\"\n WHERE \"quality\" = '6'\n AND \"sulphates\" IS NOT NULL\n AND \"free sulfur dioxide\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sulphates\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sulphates\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sulphates\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"sulphates\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = ((9 * \"cnt\" + 9) / 10)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n CAST(\\\"free sulfur dioxide\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" = '6'\\n AND \\\"sulphates\\\" IS NOT NULL\\n AND \\\"free sulfur dioxide\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sulphates\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"sulphates\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((9 * \\\"cnt\\\" + 9) / 10)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sulphates\", \"conditional_percentile\"], \"rows\": [{\"sulphates\": \"0.78\", \"conditional_percentile\": 79.5}, {\"sulphates\": \"0.34\", \"conditional_percentile\": 73.0}, {\"sulphates\": \"0.71\", \"conditional_percentile\": 73.0}, {\"sulphates\": \"0.3\", \"conditional_percentile\": 68.0}, {\"sulphates\": \"0.85\", \"conditional_percentile\": 68.0}, {\"sulphates\": \"0.5\", \"conditional_percentile\": 63.0}, {\"sulphates\": \"0.35\", \"conditional_percentile\": 61.0}, {\"sulphates\": \"0.55\", \"conditional_percentile\": 61.0}, {\"sulphates\": \"0.56\", \"conditional_percentile\": 61.0}, {\"sulphates\": \"0.45\", \"conditional_percentile\": 60.5}, {\"sulphates\": \"0.59\", \"conditional_percentile\": 60.0}, {\"sulphates\": \"0.72\", \"conditional_percentile\": 60.0}, {\"sulphates\": \"0.79\", \"conditional_percentile\": 60.0}, {\"sulphates\": \"0.63\", \"conditional_percentile\": 59.0}, {\"sulphates\": \"0.37\", \"conditional_percentile\": 58.0}, {\"sulphates\": \"0.48\", \"conditional_percentile\": 58.0}, {\"sulphates\": \"0.6\", \"conditional_percentile\": 58.0}, {\"sulphates\": \"0.68\", \"conditional_percentile\": 58.0}, {\"sulphates\": \"0.27\", \"conditional_percentile\": 57.0}, {\"sulphates\": \"0.39\", \"conditional_percentile\": 57.0}, {\"sulphates\": \"0.43\", \"conditional_percentile\": 57.0}, {\"sulphates\": \"0.57\", \"conditional_percentile\": 57.0}, {\"sulphates\": \"0.62\", \"conditional_percentile\": 57.0}, {\"sulphates\": \"0.81\", \"conditional_percentile\": 57.0}, {\"sulphates\": \"0.32\", \"conditional_percentile\": 56.0}, {\"sulphates\": \"0.44\", \"conditional_percentile\": 56.0}, {\"sulphates\": \"0.66\", \"conditional_percentile\": 56.0}, {\"sulphates\": \"0.7\", \"conditional_percentile\": 56.0}, {\"sulphates\": \"0.88\", \"conditional_percentile\": 56.0}, {\"sulphates\": \"0.41\", \"conditional_percentile\": 55.0}, {\"sulphates\": \"0.52\", \"conditional_percentile\": 55.0}, {\"sulphates\": \"0.4\", \"conditional_percentile\": 54.0}, {\"sulphates\": \"0.42\", \"conditional_percentile\": 54.0}, {\"sulphates\": \"0.58\", \"conditional_percentile\": 54.0}, {\"sulphates\": \"0.38\", \"conditional_percentile\": 53.0}, {\"sulphates\": \"0.46\", \"conditional_percentile\": 53.0}, {\"sulphates\": \"0.47\", \"conditional_percentile\": 53.0}, {\"sulphates\": \"0.54\", \"conditional_percentile\": 53.0}, {\"sulphates\": \"0.69\", \"conditional_percentile\": 53.0}, {\"sulphates\": \"0.77\", \"conditional_percentile\": 53.0}, {\"sulphates\": \"0.33\", \"conditional_percentile\": 52.0}, {\"sulphates\": \"0.49\", \"conditional_percentile\": 52.0}, {\"sulphates\": \"0.53\", \"conditional_percentile\": 52.0}, {\"sulphates\": \"0.51\", \"conditional_percentile\": 51.0}, {\"sulphates\": \"0.75\", \"conditional_percentile\": 51.0}, {\"sulphates\": \"0.76\", \"conditional_percentile\": 51.0}, {\"sulphates\": \"0.82\", \"conditional_percentile\": 51.0}, {\"sulphates\": \"0.36\", \"conditional_percentile\": 50.0}, {\"sulphates\": \"0.64\", \"conditional_percentile\": 50.0}, {\"sulphates\": \"0.8\", \"conditional_percentile\": 50.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f947ec9aeac6889a2190f6241277588033609f52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:08:46.860844+00:00", + "ended_at": "2026-05-04T08:09:21.077770+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ee640f3a0092663d", + "problem_id": "v2p_n3_24570547191e599a", + "dataset_id": "n3", + "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=sulphates, measure_col=free sulfur dioxide, condition_col=quality.", + "bindings": { + "group_col": "sulphates", + "measure_col": "free sulfur dioxide", + "condition_col": "quality", + "condition_value": "6", + "positive_value": "6", + "negative_value": "5", + "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": 46.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_ee640f3a0092663d.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_ee640f3a0092663d", + "api_calls": 0, + "input_tokens": 45086, + "cached_input_tokens": 41728, + "output_tokens": 734, + "total_tokens": 45820, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4904, + "estimated_output_tokens": 602, + "estimated_total_tokens": 5506, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34151.87, + "sql_execution_elapsed_ms_total": 9.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_ee640f3a0092663d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa213b2e84cd4c487e249aff08f4ee53ab6d83fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ee640f3a0092663d/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:09:03.882092+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17002.05, "started_at": "2026-05-04T08:08:46.863042+00:00", "ended_at": "2026-05-04T08:09:03.863822+00:00", "prompt_metrics": {"chars": 8187, "bytes_utf8": 8187, "lines": 245, "estimated_tokens": 2317}, "response_metrics": {"chars": 1053, "bytes_utf8": 1053, "lines": 1, "estimated_tokens": 307}, "usage": {"input_tokens": 22408, "cached_input_tokens": 20864, "output_tokens": 404}, "stderr_preview": "2026-05-04T08:08:47.051466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:49.483115Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=quality, condition_col=quality.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeee641828d38d6e65ee0fd73444bea485b18a92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-d77f-7ff2-83c4-b31548f83051"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"quality\\\" and condition_col=\\\"quality\\\". Since both roles are bound to the same column, each quality group yields a self-membership rate relative to condition_value '5'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22349,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebd69eb323d855f4a8eb7b04205a5eb1fd156c72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"quality\" and condition_col=\"quality\". Since both roles are bound to the same column, each quality group yields a self-membership rate relative to condition_value '5'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fde0459f3127c1fdbe1ac586441bd3618c074f4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:18.140972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:20.521317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:28.070761Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0595c1cb998806aef14364ce6fb1f71f2e812b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/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=quality, condition_col=quality. +Result preview: [{"quality": "5", "condition_rate": 1.0}, {"quality": "9", "condition_rate": 0.0}, {"quality": "8", "condition_rate": 0.0}, {"quality": "7", "condition_rate": 0.0}, {"quality": "6", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..190a90a3a75d84f03cbac5c199e61ec3f8737fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_eeaddd010b09b8d7 +-- problem_id: v2p_n3_b29d4ddeb4371043 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c54938694a4b600abf4c9bbdf9743f989fd9dacf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/query_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 \"quality\",\n AVG(CASE WHEN \"quality\" = '5' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n3\"\nGROUP BY \"quality\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '5' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"quality\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"quality\", \"condition_rate\"], \"rows\": [{\"quality\": \"5\", \"condition_rate\": 1.0}, {\"quality\": \"9\", \"condition_rate\": 0.0}, {\"quality\": \"8\", \"condition_rate\": 0.0}, {\"quality\": \"7\", \"condition_rate\": 0.0}, {\"quality\": \"6\", \"condition_rate\": 0.0}, {\"quality\": \"4\", \"condition_rate\": 0.0}, {\"quality\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b30c02f91bbc955084377f703ef37cf1295d3cca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:57:17.963310+00:00", + "ended_at": "2026-05-04T07:57:29.106504+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_eeaddd010b09b8d7", + "problem_id": "v2p_n3_b29d4ddeb4371043", + "dataset_id": "n3", + "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=quality, condition_col=quality.", + "bindings": { + "group_col": "quality", + "condition_col": "quality", + "condition_value": "5", + "positive_value": "6", + "negative_value": "5", + "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": 3.28, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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=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_c\\n3\\sql\\v2q_n3_eeaddd010b09b8d7.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_eeaddd010b09b8d7", + "api_calls": 0, + "input_tokens": 22349, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 22478, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2258, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2371, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11103.76, + "sql_execution_elapsed_ms_total": 5.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_eeaddd010b09b8d7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ca4982a3ec4afe30af997b319e159253c86bfc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_eeaddd010b09b8d7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:29.088965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11103.76, "started_at": "2026-05-04T07:57:17.965482+00:00", "ended_at": "2026-05-04T07:57:29.069475+00:00", "prompt_metrics": {"chars": 7911, "bytes_utf8": 7911, "lines": 243, "estimated_tokens": 2258}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22349, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:57:18.140972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:20.521317Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=volatile acidity.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..899f60eff800ee40718bc9d13001ab2b1709253c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-9169-7e20-b42f-43c7f2e2584e"} +{"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(\\\"volatile acidity\\\" AS REAL) <= 0.32 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"volatile acidity\\\" and measure_threshold fixed at 0.32. CAST to REAL is needed because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22279,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1296283c1b0bf7b19d17a76909c99fc22fb927ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"volatile acidity\" AS REAL) <= 0.32 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"volatile acidity\" and measure_threshold fixed at 0.32. 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_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8306d7a60aaf1efdcfa22bab18fc48e3c1065dfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:45.378431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:47.679441Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:57.185091Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8f470d309e532538036054a740ac6db25977259 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/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=volatile acidity. +Result preview: [{"empirical_cdf_at_threshold": 0.7552062066149449}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b74601194541c54a2b9372ba27955ad568ac2b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_f077ba0cfc8f1a11 +-- problem_id: v2p_n3_6a69a45109fedce1 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("volatile acidity" AS REAL) <= 0.32 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce4031d99491da6e498c0fe972af501e7a601103 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/query_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(\"volatile acidity\" AS REAL) <= 0.32 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n3\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"volatile acidity\\\" AS REAL) <= 0.32 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n3\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7552062066149449}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23208bef2950cf1b054065543212eaa2297e6729 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:17:45.188989+00:00", + "ended_at": "2026-05-04T08:17:57.985723+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f077ba0cfc8f1a11", + "problem_id": "v2p_n3_6a69a45109fedce1", + "dataset_id": "n3", + "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=volatile acidity.", + "bindings": { + "measure_col": "volatile acidity", + "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": 0.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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=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_c\\n3\\sql\\v2q_n3_f077ba0cfc8f1a11.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f077ba0cfc8f1a11", + "api_calls": 0, + "input_tokens": 22279, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 22392, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2190, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2288, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12765.96, + "sql_execution_elapsed_ms_total": 2.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_f077ba0cfc8f1a11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60c85168b181d2a05111cb9953b689fc1e3246bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f077ba0cfc8f1a11/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:57.975965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12765.96, "started_at": "2026-05-04T08:17:45.191911+00:00", "ended_at": "2026-05-04T08:17:57.956374+00:00", "prompt_metrics": {"chars": 7620, "bytes_utf8": 7620, "lines": 238, "estimated_tokens": 2190}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22279, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:17:45.378431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:47.679441Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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 AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7d3032e47efdcee197be5854014da1206617d8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-7314-7471-ab36-afcc4f0bc657"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"sulphates\\\", group_col_2=\\\"quality\\\", target_col=\\\"quality\\\", target_value='9'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22395,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b892fdc6b09262ebaefddba736e71dfb1c26d5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"sulphates\", group_col_2=\"quality\", target_col=\"quality\", target_value='9'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54f63ad135ec5b3b151b1bdadd2f7694470e87cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:35.828972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:38.441214Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:48.670624Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..868302bb9c23380e90be3c70a72ba9bdef0c7173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality. +Result preview: [{"sulphates": "0.36", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.42", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.46", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.48", "quality": "9", "target_rate": 1.0}, {"sulphates": "0.61", "quality": "9", "target_rate": 1.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe928943859c5a5fecb3754b7461e64c1e2aa081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_f089c6fdf1617f7c +-- problem_id: v2p_n3_6507b0a6225e1580 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be84e725e892432a9a0ecb3311ede43de1e33328 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/query_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_two_dim_target_rate\nSELECT \"sulphates\", \"quality\",\n AVG(CASE WHEN \"quality\" = '9' THEN 1 ELSE 0 END) AS target_rate\nFROM \"n3\"\nGROUP BY \"sulphates\", \"quality\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sulphates\\\", \\\"quality\\\",\\n AVG(CASE WHEN \\\"quality\\\" = '9' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\", \\\"quality\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sulphates\", \"quality\", \"target_rate\"], \"rows\": [{\"sulphates\": \"0.36\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.42\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.46\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.48\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.61\", \"quality\": \"9\", \"target_rate\": 1.0}, {\"sulphates\": \"0.22\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.23\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.25\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.26\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.26\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.26\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.27\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.28\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.29\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.29\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.29\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.3\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.31\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"3\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.32\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"6\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"7\", \"target_rate\": 0.0}, {\"sulphates\": \"0.33\", \"quality\": \"8\", \"target_rate\": 0.0}, {\"sulphates\": \"0.34\", \"quality\": \"4\", \"target_rate\": 0.0}, {\"sulphates\": \"0.34\", \"quality\": \"5\", \"target_rate\": 0.0}, {\"sulphates\": \"0.34\", \"quality\": \"6\", \"target_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a432cb190fd356e2b444b8d51929161d97ea0755 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:53:35.642109+00:00", + "ended_at": "2026-05-04T07:53:49.481220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f089c6fdf1617f7c", + "problem_id": "v2p_n3_6507b0a6225e1580", + "dataset_id": "n3", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "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 Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sulphates, group_col_2=quality, target_col=quality.", + "bindings": { + "group_col": "sulphates", + "group_col_2": "quality", + "target_col": "quality", + "target_value": "9", + "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": 0.9961, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "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_c\\n3\\sql\\v2q_n3_f089c6fdf1617f7c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f089c6fdf1617f7c", + "api_calls": 0, + "input_tokens": 22395, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2304, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2431, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13810.47, + "sql_execution_elapsed_ms_total": 4.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_f089c6fdf1617f7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2c0b9c0fa3a2fdf1ab20cdccebf848e65f53340 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f089c6fdf1617f7c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:49.471096+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13810.47, "started_at": "2026-05-04T07:53:35.644611+00:00", "ended_at": "2026-05-04T07:53:49.455242+00:00", "prompt_metrics": {"chars": 7976, "bytes_utf8": 7976, "lines": 243, "estimated_tokens": 2304}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22395, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T07:53:35.828972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:38.441214Z 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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n3", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0320d575fcbf925d32efdbbd8e7ee387b3d3d171 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-7913-7521-88a1-d4dfb21aac80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"residual sugar\\\". CAST to REAL was added because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22337,"cached_input_tokens":19840,"output_tokens":199}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..befcbbf09fa71a6b2abfe34ca2f64f02c81a7b36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";","notes":"Used the provided Support-Guarded Group Average template with group_col bound to \"sulphates\" and measure_col bound to \"residual sugar\". 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_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..856367e60f13cda00efc4827a3253ed5938acd98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:42.032208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:44.410013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:53.531746Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..61c386a80df68bc5ab3a019e8602f3c5f5df1a1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=residual sugar. +Result preview: [{"sulphates": "0.27", "avg_measure": 6.434615384615385, "support": 13}, {"sulphates": "0.28", "avg_measure": 3.2576923076923077, "support": 13}, {"sulphates": "0.29", "avg_measure": 7.296875, "support": 16}, {"sulphates": "0.3", "avg_measure": 6.748387096774193, "support": 31}, {"sulphates": "0.31", "avg_measure": 5.3671428571428565, "support": 35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b004f3f3361dc80542d9023df796f6bf82453728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_f43c2a0929bfd6fe +-- problem_id: v2p_n3_365defa945cef588 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("residual sugar" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d01e1928c0042884c1fec057c613b778be56debc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/query_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_support_guarded_group_avg\nSELECT \"sulphates\", AVG(CAST(\"residual sugar\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n3\"\nGROUP BY \"sulphates\"\nHAVING COUNT(*) > 5\nORDER BY \"sulphates\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sulphates\\\", AVG(CAST(\\\"residual sugar\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n3\\\"\\nGROUP BY \\\"sulphates\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sulphates\\\";\", \"columns\": [\"sulphates\", \"avg_measure\", \"support\"], \"rows\": [{\"sulphates\": \"0.27\", \"avg_measure\": 6.434615384615385, \"support\": 13}, {\"sulphates\": \"0.28\", \"avg_measure\": 3.2576923076923077, \"support\": 13}, {\"sulphates\": \"0.29\", \"avg_measure\": 7.296875, \"support\": 16}, {\"sulphates\": \"0.3\", \"avg_measure\": 6.748387096774193, \"support\": 31}, {\"sulphates\": \"0.31\", \"avg_measure\": 5.3671428571428565, \"support\": 35}, {\"sulphates\": \"0.32\", \"avg_measure\": 4.622222222222222, \"support\": 54}, {\"sulphates\": \"0.33\", \"avg_measure\": 5.239830508474576, \"support\": 59}, {\"sulphates\": \"0.34\", \"avg_measure\": 6.120833333333333, \"support\": 84}, {\"sulphates\": \"0.35\", \"avg_measure\": 6.82764705882353, \"support\": 85}, {\"sulphates\": \"0.36\", \"avg_measure\": 6.2804166666666665, \"support\": 120}, {\"sulphates\": \"0.37\", \"avg_measure\": 6.333720930232558, \"support\": 129}, {\"sulphates\": \"0.38\", \"avg_measure\": 6.867990654205608, \"support\": 214}, {\"sulphates\": \"0.39\", \"avg_measure\": 5.9341059602649, \"support\": 151}, {\"sulphates\": \"0.4\", \"avg_measure\": 5.636607142857143, \"support\": 168}, {\"sulphates\": \"0.41\", \"avg_measure\": 6.627338129496403, \"support\": 139}, {\"sulphates\": \"0.42\", \"avg_measure\": 6.2229281767955795, \"support\": 181}, {\"sulphates\": \"0.43\", \"avg_measure\": 6.541925465838509, \"support\": 161}, {\"sulphates\": \"0.44\", \"avg_measure\": 6.878703703703703, \"support\": 216}, {\"sulphates\": \"0.45\", \"avg_measure\": 6.55308988764045, \"support\": 178}, {\"sulphates\": \"0.46\", \"avg_measure\": 6.955777777777778, \"support\": 225}, {\"sulphates\": \"0.47\", \"avg_measure\": 6.324127906976744, \"support\": 172}, {\"sulphates\": \"0.48\", \"avg_measure\": 6.476256983240224, \"support\": 179}, {\"sulphates\": \"0.49\", \"avg_measure\": 7.229216867469879, \"support\": 166}, {\"sulphates\": \"0.5\", \"avg_measure\": 8.137951807228916, \"support\": 249}, {\"sulphates\": \"0.51\", \"avg_measure\": 6.615, \"support\": 140}, {\"sulphates\": \"0.52\", \"avg_measure\": 6.346474358974358, \"support\": 156}, {\"sulphates\": \"0.53\", \"avg_measure\": 6.8970370370370375, \"support\": 135}, {\"sulphates\": \"0.54\", \"avg_measure\": 6.094910179640719, \"support\": 167}, {\"sulphates\": \"0.55\", \"avg_measure\": 5.538725490196079, \"support\": 102}, {\"sulphates\": \"0.56\", \"avg_measure\": 6.609259259259259, \"support\": 108}, {\"sulphates\": \"0.57\", \"avg_measure\": 6.30843373493976, \"support\": 83}, {\"sulphates\": \"0.58\", \"avg_measure\": 6.348484848484849, \"support\": 99}, {\"sulphates\": \"0.59\", \"avg_measure\": 6.304639175257732, \"support\": 97}, {\"sulphates\": \"0.6\", \"avg_measure\": 6.230681818181818, \"support\": 88}, {\"sulphates\": \"0.61\", \"avg_measure\": 6.435555555555556, \"support\": 45}, {\"sulphates\": \"0.62\", \"avg_measure\": 4.538970588235294, \"support\": 68}, {\"sulphates\": \"0.63\", \"avg_measure\": 6.320833333333333, \"support\": 48}, {\"sulphates\": \"0.64\", \"avg_measure\": 5.447014925373134, \"support\": 67}, {\"sulphates\": \"0.65\", \"avg_measure\": 4.935714285714285, \"support\": 28}, {\"sulphates\": \"0.66\", \"avg_measure\": 5.290277777777778, \"support\": 36}, {\"sulphates\": \"0.67\", \"avg_measure\": 7.83, \"support\": 35}, {\"sulphates\": \"0.68\", \"avg_measure\": 5.096590909090909, \"support\": 44}, {\"sulphates\": \"0.69\", \"avg_measure\": 7.203333333333333, \"support\": 30}, {\"sulphates\": \"0.7\", \"avg_measure\": 4.512962962962963, \"support\": 27}, {\"sulphates\": \"0.71\", \"avg_measure\": 5.199999999999999, \"support\": 18}, {\"sulphates\": \"0.72\", \"avg_measure\": 4.621212121212121, \"support\": 33}, {\"sulphates\": \"0.73\", \"avg_measure\": 3.8375, \"support\": 12}, {\"sulphates\": \"0.74\", \"avg_measure\": 3.4947368421052634, \"support\": 19}, {\"sulphates\": \"0.75\", \"avg_measure\": 7.125, \"support\": 22}, {\"sulphates\": \"0.76\", \"avg_measure\": 5.563157894736842, \"support\": 19}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5315a191383ec030df82cb0d1c69d66c8c6aaf34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T07:42:41.701328+00:00", + "ended_at": "2026-05-04T07:42:54.238037+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f43c2a0929bfd6fe", + "problem_id": "v2p_n3_365defa945cef588", + "dataset_id": "n3", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "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 Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=residual sugar.", + "bindings": { + "group_col": "sulphates", + "measure_col": "residual sugar", + "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": 7.9, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "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_c\\n3\\sql\\v2q_n3_f43c2a0929bfd6fe.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f43c2a0929bfd6fe", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 22536, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2372, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12496.65, + "sql_execution_elapsed_ms_total": 4.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_f43c2a0929bfd6fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b56175b4c25e497606b682766607c5b60a0433e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:54.226980+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12496.65, "started_at": "2026-05-04T07:42:41.701328+00:00", "ended_at": "2026-05-04T07:42:54.195037+00:00", "prompt_metrics": {"chars": 7829, "bytes_utf8": 7829, "lines": 240, "estimated_tokens": 2248}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22337, "cached_input_tokens": 19840, "output_tokens": 199}, "stderr_preview": "2026-05-04T07:42:42.032208Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:44.410013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sulphates\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"sulphates\\\" and measure_col bound to \\\"residual sugar\\\". CAST to REAL was added because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b37a36373a5a610dfa4b1fc5b5c54063241b0a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f43c2a0929bfd6fe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f43c2a0929bfd6fe", + "api_calls": 0, + "input_tokens": 22337, + "cached_input_tokens": 19840, + "output_tokens": 199, + "total_tokens": 22536, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2248, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2372, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12496.65, + "sql_execution_elapsed_ms_total": 4.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_f43c2a0929bfd6fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0b727e5d88b984838ca34610d1f3e928278e958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2237}} +{"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": 889, "bytes_utf8": 889, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 332}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7b4777e412d91fafa7f71eb76ef4c17fd4b20d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/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": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f6e73178c3b59d1c", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 332, + "total_tokens": 22660, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 247, + "estimated_total_tokens": 2484, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27248.05, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_f6e73178c3b59d1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a169ff25c3afe96443b05bd825cbfcf4991d8509 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/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": "2026-05-04T08:13:43.827568+00:00", + "ended_at": "2026-05-04T08:14:11.075667+00:00", + "elapsed_ms": 27248.05, + "prompt_metrics": { + "chars": 7845, + "bytes_utf8": 7845, + "lines": 240, + "estimated_tokens": 2237 + }, + "stdout_metrics": { + "chars": 1277, + "bytes_utf8": 1277, + "lines": 4, + "estimated_tokens": 393 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6472 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 889, + "bytes_utf8": 889, + "lines": 1, + "estimated_tokens": 247 + }, + "usage": { + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 332 + } + }, + "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_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c945ece967fe1caa0380a78d0a8a4c99cc40fbd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,240 @@ +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: n3 +- dataset_name: Wine Quality +- table_name: n3 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 11 feature columns and target `quality`. +- task_type: classification +- target_column: quality +- main_row_count: 4898 +- important_fields: +- fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity. +- volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity. +- citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid. +- residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar. +- chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides. +- free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide. +- total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide. +- density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density. +- pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH. +- sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates. +- alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol. +- quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality. +- useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']] +- fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density'] +- source_url: https://archive.ics.uci.edu/dataset/186/wine+quality + +SQLite schema snapshot: +{ + "table_name": "n3", + "quoted_table_name": "\"n3\"", + "row_count": 4898, + "columns": [ + { + "name": "fixed acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "volatile acidity", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "citric acid", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "residual sugar", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "chlorides", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "free sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "total sulfur dioxide", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "density", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "pH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sulphates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "alcohol", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "quality", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "fixed acidity": "7", + "volatile acidity": "0.27", + "citric acid": "0.36", + "residual sugar": "20.7", + "chlorides": "0.045", + "free sulfur dioxide": "45", + "total sulfur dioxide": "170", + "density": "1.001", + "pH": "3", + "sulphates": "0.45", + "alcohol": "8.8", + "quality": "6" + }, + { + "fixed acidity": "6.3", + "volatile acidity": "0.3", + "citric acid": "0.34", + "residual sugar": "1.6", + "chlorides": "0.049", + "free sulfur dioxide": "14", + "total sulfur dioxide": "132", + "density": "0.994", + "pH": "3.3", + "sulphates": "0.49", + "alcohol": "9.5", + "quality": "6" + }, + { + "fixed acidity": "8.1", + "volatile acidity": "0.28", + "citric acid": "0.4", + "residual sugar": "6.9", + "chlorides": "0.05", + "free sulfur dioxide": "30", + "total sulfur dioxide": "97", + "density": "0.9951", + "pH": "3.26", + "sulphates": "0.44", + "alcohol": "10.1", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + }, + { + "fixed acidity": "7.2", + "volatile acidity": "0.23", + "citric acid": "0.32", + "residual sugar": "8.5", + "chlorides": "0.058", + "free sulfur dioxide": "47", + "total sulfur dioxide": "186", + "density": "0.9956", + "pH": "3.19", + "sulphates": "0.4", + "alcohol": "9.9", + "quality": "6" + } + ] +} + +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": "n3", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=quality, measure_col=chlorides.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7947dc2b7396d33dd48738bb7417f53a1c8ca4f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-e29a-77c1-bcfe-06cf7291d146"} +{"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 \\\"quality\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n), percentile_pick AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"chlorides_value\\\"\\n FROM ranked\\n WHERE \\\"rn\\\" = CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1 + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"chlorides_value\\\" AS percentile_measure\\nFROM percentile_pick\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile per quality group with CAST to REAL because the columns are stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22328,"cached_input_tokens":20864,"output_tokens":332}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..945fef3143aefe77f984df747cf830df8867e0de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"quality\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n), percentile_pick AS (\n SELECT\n \"quality\",\n \"chlorides_value\"\n FROM ranked\n WHERE \"rn\" = CAST(((0.9 * (\"cnt\" - 1)) + 1 + 0.999999) AS INTEGER)\n)\nSELECT\n \"quality\",\n \"chlorides_value\" AS percentile_measure\nFROM percentile_pick\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile per quality group with CAST to REAL because the columns are stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c713a60b77ce586b5d1163feb53b2d6349d9b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T08:13:44.020085Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:51.610056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00ea5abe897d3690d3ce5256357ff0f025a2c0cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/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=quality, measure_col=chlorides. +Result preview: [{"quality": "3", "percentile_measure": 0.074}, {"quality": "4", "percentile_measure": 0.065}, {"quality": "5", "percentile_measure": 0.064}, {"quality": "6", "percentile_measure": 0.057}, {"quality": "8", "percentile_measure": 0.056}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f65a699f18b6409f80157c010ddb0edaf6a116f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_f6e73178c3b59d1c +-- problem_id: v2p_n3_57cea750b5aeaff8 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "quality", + CAST("chlorides" AS REAL) AS "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "chlorides" IS NOT NULL +), percentile_pick AS ( + SELECT + "quality", + "chlorides_value" + FROM ranked + WHERE "rn" = CAST(((0.9 * ("cnt" - 1)) + 1 + 0.999999) AS INTEGER) +) +SELECT + "quality", + "chlorides_value" AS percentile_measure +FROM percentile_pick +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79bd7de32b62ca39f09702e94b25f0c2660c02cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/query_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 \"quality\",\n CAST(\"chlorides\" AS REAL) AS \"chlorides_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"quality\"\n ORDER BY CAST(\"chlorides\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"quality\") AS \"cnt\"\n FROM \"n3\"\n WHERE \"quality\" IS NOT NULL\n AND \"chlorides\" IS NOT NULL\n), percentile_pick AS (\n SELECT\n \"quality\",\n \"chlorides_value\"\n FROM ranked\n WHERE \"rn\" = CAST(((0.9 * (\"cnt\" - 1)) + 1 + 0.999999) AS INTEGER)\n)\nSELECT\n \"quality\",\n \"chlorides_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 \\\"quality\\\",\\n CAST(\\\"chlorides\\\" AS REAL) AS \\\"chlorides_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"quality\\\"\\n ORDER BY CAST(\\\"chlorides\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"quality\\\") AS \\\"cnt\\\"\\n FROM \\\"n3\\\"\\n WHERE \\\"quality\\\" IS NOT NULL\\n AND \\\"chlorides\\\" IS NOT NULL\\n), percentile_pick AS (\\n SELECT\\n \\\"quality\\\",\\n \\\"chlorides_value\\\"\\n FROM ranked\\n WHERE \\\"rn\\\" = CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1 + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"quality\\\",\\n \\\"chlorides_value\\\" AS percentile_measure\\nFROM percentile_pick\\nORDER BY percentile_measure DESC;\", \"columns\": [\"quality\", \"percentile_measure\"], \"rows\": [{\"quality\": \"3\", \"percentile_measure\": 0.074}, {\"quality\": \"4\", \"percentile_measure\": 0.065}, {\"quality\": \"5\", \"percentile_measure\": 0.064}, {\"quality\": \"6\", \"percentile_measure\": 0.057}, {\"quality\": \"8\", \"percentile_measure\": 0.056}, {\"quality\": \"7\", \"percentile_measure\": 0.051}, {\"quality\": \"9\", \"percentile_measure\": 0.035}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92ea8aae6a695f4671461467ebea3b6665b599e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:13:43.825652+00:00", + "ended_at": "2026-05-04T08:14:11.115025+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_f6e73178c3b59d1c", + "problem_id": "v2p_n3_57cea750b5aeaff8", + "dataset_id": "n3", + "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=quality, measure_col=chlorides.", + "bindings": { + "group_col": "quality", + "measure_col": "chlorides", + "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=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_c\\n3\\sql\\v2q_n3_f6e73178c3b59d1c.sql", + "usage_summary": { + "dataset_id": "n3", + "model": "v2-cli:codex", + "run_id": "v2q_n3_f6e73178c3b59d1c", + "api_calls": 0, + "input_tokens": 22328, + "cached_input_tokens": 20864, + "output_tokens": 332, + "total_tokens": 22660, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2237, + "estimated_output_tokens": 247, + "estimated_total_tokens": 2484, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27248.05, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_c\\n3\\artifacts\\v2q_n3_f6e73178c3b59d1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4fe8e6866cc6e3f45732214e635626096d2f217 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_f6e73178c3b59d1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:11.087972+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27248.05, "started_at": "2026-05-04T08:13:43.827568+00:00", "ended_at": "2026-05-04T08:14:11.075667+00:00", "prompt_metrics": {"chars": 7845, "bytes_utf8": 7845, "lines": 240, "estimated_tokens": 2237}, "response_metrics": {"chars": 889, "bytes_utf8": 889, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22328, "cached_input_tokens": 20864, "output_tokens": 332}, "stderr_preview": "2026-05-04T08:13:44.020085Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:51.610056Z 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_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c02999ed5467894027069bbf6e76b0b04bfbb5ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/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_c\n-- sql_source_dataset_id: n3\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_n3_fbe8b7c5a07aa7ae\n-- problem_id: v2p_n3_180dde916aef6d26\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"chlorides\",\n COUNT(*) AS support,\n AVG(\"residual sugar\") AS avg_response\nFROM \"n3\"\nGROUP BY \"chlorides\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_fbe8b7c5a07aa7ae\\n-- problem_id: v2p_n3_180dde916aef6d26\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"chlorides\\\",\\n COUNT(*) AS support,\\n AVG(\\\"residual sugar\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"chlorides\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"chlorides\", \"support\", \"avg_response\"], \"rows\": [{\"chlorides\": \"0.044\", \"support\": 201, \"avg_response\": 7.457213930348259}, {\"chlorides\": \"0.036\", \"support\": 200, \"avg_response\": 4.6845}, {\"chlorides\": \"0.042\", \"support\": 184, \"avg_response\": 6.436141304347826}, {\"chlorides\": \"0.04\", \"support\": 182, \"avg_response\": 5.4266483516483515}, {\"chlorides\": \"0.046\", \"support\": 181, \"avg_response\": 6.956629834254144}, {\"chlorides\": \"0.048\", \"support\": 174, \"avg_response\": 7.408908045977012}, {\"chlorides\": \"0.047\", \"support\": 171, \"avg_response\": 7.103508771929825}, {\"chlorides\": \"0.05\", \"support\": 170, \"avg_response\": 8.303235294117647}, {\"chlorides\": \"0.045\", \"support\": 170, \"avg_response\": 7.642941176470588}, {\"chlorides\": \"0.034\", \"support\": 168, \"avg_response\": 4.783035714285714}, {\"chlorides\": \"0.038\", \"support\": 167, \"avg_response\": 5.958982035928144}, {\"chlorides\": \"0.037\", \"support\": 160, \"avg_response\": 4.84875}, {\"chlorides\": \"0.039\", \"support\": 157, \"avg_response\": 6.921019108280254}, {\"chlorides\": \"0.041\", \"support\": 147, \"avg_response\": 5.422108843537415}, {\"chlorides\": \"0.043\", \"support\": 141, \"avg_response\": 6.284042553191489}, {\"chlorides\": \"0.049\", \"support\": 133, \"avg_response\": 6.899248120300752}, {\"chlorides\": \"0.053\", \"support\": 130, \"avg_response\": 8.29653846153846}, {\"chlorides\": \"0.035\", \"support\": 130, \"avg_response\": 5.196923076923077}, {\"chlorides\": \"0.033\", \"support\": 119, \"avg_response\": 5.094117647058824}, {\"chlorides\": \"0.051\", \"support\": 115, \"avg_response\": 8.297391304347826}, {\"chlorides\": \"0.032\", \"support\": 109, \"avg_response\": 5.208715596330276}, {\"chlorides\": \"0.03\", \"support\": 108, \"avg_response\": 4.9847222222222225}, {\"chlorides\": \"0.031\", \"support\": 107, \"avg_response\": 5.236448598130841}, {\"chlorides\": \"0.052\", \"support\": 104, \"avg_response\": 7.380769230769231}, {\"chlorides\": \"0.054\", \"support\": 99, \"avg_response\": 7.933333333333333}, {\"chlorides\": \"0.056\", \"support\": 88, \"avg_response\": 10.004545454545454}, {\"chlorides\": \"0.028\", \"support\": 85, \"avg_response\": 4.4399999999999995}, {\"chlorides\": \"0.029\", \"support\": 81, \"avg_response\": 4.160493827160494}, {\"chlorides\": \"0.057\", \"support\": 68, \"avg_response\": 8.700735294117647}, {\"chlorides\": \"0.055\", \"support\": 61, \"avg_response\": 8.681147540983606}, {\"chlorides\": \"0.027\", \"support\": 58, \"avg_response\": 3.4793103448275864}, {\"chlorides\": \"0.026\", \"support\": 54, \"avg_response\": 4.013888888888889}, {\"chlorides\": \"0.058\", \"support\": 53, \"avg_response\": 8.40188679245283}, {\"chlorides\": \"0.06\", \"support\": 46, \"avg_response\": 7.279347826086957}, {\"chlorides\": \"0.059\", \"support\": 36, \"avg_response\": 8.220833333333333}, {\"chlorides\": \"0.024\", \"support\": 34, \"avg_response\": 4.313235294117647}, {\"chlorides\": \"0.025\", \"support\": 30, \"avg_response\": 4.348333333333333}, {\"chlorides\": \"0.062\", \"support\": 25, \"avg_response\": 8.246}, {\"chlorides\": \"0.063\", \"support\": 23, \"avg_response\": 8.17608695652174}, {\"chlorides\": \"0.023\", \"support\": 20, \"avg_response\": 3.005}, {\"chlorides\": \"0.061\", \"support\": 19, \"avg_response\": 6.36578947368421}, {\"chlorides\": \"0.022\", \"support\": 19, \"avg_response\": 3.810526315789474}, {\"chlorides\": \"0.021\", \"support\": 19, \"avg_response\": 2.963157894736842}, {\"chlorides\": \"0.067\", \"support\": 18, \"avg_response\": 11.113888888888889}, {\"chlorides\": \"0.066\", \"support\": 18, \"avg_response\": 8.377777777777778}, {\"chlorides\": \"0.069\", \"support\": 18, \"avg_response\": 7.172222222222222}, {\"chlorides\": \"0.02\", \"support\": 16, \"avg_response\": 5.315625}, {\"chlorides\": \"0.064\", \"support\": 15, \"avg_response\": 6.659999999999999}, {\"chlorides\": \"0.018\", \"support\": 10, \"avg_response\": 4.119999999999999}, {\"chlorides\": \"0.076\", \"support\": 9, \"avg_response\": 6.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 3.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a896216f5b62e62a67104e940e51ea22182cd7f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.562052+00:00", + "ended_at": "2026-05-04T08:19:07.569036+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fbe8b7c5a07aa7ae", + "problem_id": "v2p_n3_180dde916aef6d26", + "dataset_id": "n3", + "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=residual sugar, key_col=chlorides.", + "bindings": { + "key_col": "chlorides", + "measure_col": "residual sugar", + "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_c\\n3\\sql\\v2q_n3_fbe8b7c5a07aa7ae.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_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fbe8b7c5a07aa7ae/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_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b973a0bf6afbb71eace6097c39880c8aa22c3127 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"alcohol": "9.4", "support": 229, "avg_response": 0.2991048034934498}, {"alcohol": "9.5", "support": 228, "avg_response": 0.2741228070175439}, {"alcohol": "9.2", "support": 199, "avg_response": 0.29670854271356784}, {"alcohol": "9", "support": 185, "avg_response": 0.28418918918918923}, {"alcohol": "10", "support": 162, "avg_response": 0.2710493827160494}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04ad2a519fc9d76b5c60e6dbd3db64804a4568d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_fc2b329243b3f5b8 +-- problem_id: v2p_n3_efad81bcae246ea9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e8b01b0957755a72e33009c2664e2c3cae4e9fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/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_c\n-- sql_source_dataset_id: n3\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_n3_fc2b329243b3f5b8\n-- problem_id: v2p_n3_efad81bcae246ea9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"alcohol\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"alcohol\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_fc2b329243b3f5b8\\n-- problem_id: v2p_n3_efad81bcae246ea9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"alcohol\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"alcohol\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"alcohol\", \"support\", \"avg_response\"], \"rows\": [{\"alcohol\": \"9.4\", \"support\": 229, \"avg_response\": 0.2991048034934498}, {\"alcohol\": \"9.5\", \"support\": 228, \"avg_response\": 0.2741228070175439}, {\"alcohol\": \"9.2\", \"support\": 199, \"avg_response\": 0.29670854271356784}, {\"alcohol\": \"9\", \"support\": 185, \"avg_response\": 0.28418918918918923}, {\"alcohol\": \"10\", \"support\": 162, \"avg_response\": 0.2710493827160494}, {\"alcohol\": \"10.5\", \"support\": 160, \"avg_response\": 0.2485}, {\"alcohol\": \"11\", \"support\": 158, \"avg_response\": 0.252879746835443}, {\"alcohol\": \"10.4\", \"support\": 153, \"avg_response\": 0.2650980392156863}, {\"alcohol\": \"9.1\", \"support\": 144, \"avg_response\": 0.28881944444444446}, {\"alcohol\": \"9.8\", \"support\": 136, \"avg_response\": 0.263235294117647}, {\"alcohol\": \"10.8\", \"support\": 135, \"avg_response\": 0.2541481481481482}, {\"alcohol\": \"9.3\", \"support\": 134, \"avg_response\": 0.3139179104477612}, {\"alcohol\": \"10.2\", \"support\": 130, \"avg_response\": 0.272}, {\"alcohol\": \"9.6\", \"support\": 128, \"avg_response\": 0.2773046875}, {\"alcohol\": \"11.4\", \"support\": 121, \"avg_response\": 0.2494214876033058}, {\"alcohol\": \"10.6\", \"support\": 114, \"avg_response\": 0.26355263157894737}, {\"alcohol\": \"10.1\", \"support\": 114, \"avg_response\": 0.2606578947368421}, {\"alcohol\": \"11.2\", \"support\": 112, \"avg_response\": 0.24861607142857142}, {\"alcohol\": \"9.9\", \"support\": 109, \"avg_response\": 0.25807339449541283}, {\"alcohol\": \"8.8\", \"support\": 107, \"avg_response\": 0.2652803738317757}, {\"alcohol\": \"9.7\", \"support\": 105, \"avg_response\": 0.2949047619047619}, {\"alcohol\": \"12\", \"support\": 102, \"avg_response\": 0.2806372549019608}, {\"alcohol\": \"11.3\", \"support\": 101, \"avg_response\": 0.25886138613861387}, {\"alcohol\": \"10.7\", \"support\": 96, \"avg_response\": 0.26333333333333336}, {\"alcohol\": \"8.9\", \"support\": 95, \"avg_response\": 0.26973684210526316}, {\"alcohol\": \"10.9\", \"support\": 88, \"avg_response\": 0.2521022727272727}, {\"alcohol\": \"11.5\", \"support\": 88, \"avg_response\": 0.249375}, {\"alcohol\": \"12.2\", \"support\": 86, \"avg_response\": 0.3040697674418605}, {\"alcohol\": \"10.3\", \"support\": 85, \"avg_response\": 0.23358823529411765}, {\"alcohol\": \"12.5\", \"support\": 83, \"avg_response\": 0.30096385542168674}, {\"alcohol\": \"11.1\", \"support\": 83, \"avg_response\": 0.2554819277108434}, {\"alcohol\": \"8.7\", \"support\": 78, \"avg_response\": 0.2901923076923077}, {\"alcohol\": \"12.4\", \"support\": 68, \"avg_response\": 0.3196323529411765}, {\"alcohol\": \"12.6\", \"support\": 63, \"avg_response\": 0.3164285714285714}, {\"alcohol\": \"12.3\", \"support\": 62, \"avg_response\": 0.29346774193548386}, {\"alcohol\": \"11.8\", \"support\": 60, \"avg_response\": 0.27591666666666664}, {\"alcohol\": \"11.7\", \"support\": 58, \"avg_response\": 0.28655172413793106}, {\"alcohol\": \"12.7\", \"support\": 56, \"avg_response\": 0.315}, {\"alcohol\": \"12.8\", \"support\": 54, \"avg_response\": 0.33194444444444443}, {\"alcohol\": \"11.9\", \"support\": 53, \"avg_response\": 0.26245283018867926}, {\"alcohol\": \"12.1\", \"support\": 51, \"avg_response\": 0.27519607843137256}, {\"alcohol\": \"11.6\", \"support\": 46, \"avg_response\": 0.2877173913043478}, {\"alcohol\": \"12.9\", \"support\": 39, \"avg_response\": 0.2964102564102564}, {\"alcohol\": \"13\", \"support\": 36, \"avg_response\": 0.3630555555555556}, {\"alcohol\": \"8.6\", \"support\": 23, \"avg_response\": 0.29391304347826086}, {\"alcohol\": \"13.4\", \"support\": 20, \"avg_response\": 0.38975}, {\"alcohol\": \"13.1\", \"support\": 18, \"avg_response\": 0.3205555555555556}, {\"alcohol\": \"13.2\", \"support\": 14, \"avg_response\": 0.35214285714285715}, {\"alcohol\": \"13.5\", \"support\": 12, \"avg_response\": 0.41083333333333333}, {\"alcohol\": \"13.6\", \"support\": 9, \"avg_response\": 0.3894444444444444}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b78f15a2ffde7fdd695bbfe1cd80846e1fd2a7b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.777950+00:00", + "ended_at": "2026-05-04T08:19:07.786011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fc2b329243b3f5b8", + "problem_id": "v2p_n3_efad81bcae246ea9", + "dataset_id": "n3", + "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=volatile acidity, key_col=alcohol.", + "bindings": { + "key_col": "alcohol", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_fc2b329243b3f5b8.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_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fc2b329243b3f5b8/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_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7368bb962176293e4a689c3750275d43bf540ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "6", "support": 2198, "support_share": 0.44875459371171905, "cumulative_support": 2198}, {"value_label": "5", "support": 1457, "support_share": 0.2974683544303797, "cumulative_support": 3655}, {"value_label": "7", "support": 880, "support_share": 0.17966516945692118, "cumulative_support": 4535}, {"value_label": "8", "support": 175, "support_share": 0.03572886892609228, "cumulative_support": 4710}, {"value_label": "4", "support": 163, "support_share": 0.03327888934258881, "cumulative_support": 4873}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca1030b6f6c665f838916b778336fbd45d0b3040 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_fefd08987c3f57c3 +-- problem_id: v2p_n3_656e01b70b1c576e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +), 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_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..819f386a347753d870ef121d3435af283319f181 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/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_c\n-- sql_source_dataset_id: n3\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_n3_fefd08987c3f57c3\n-- problem_id: v2p_n3_656e01b70b1c576e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"quality\" AS value_label, COUNT(*) AS support\n FROM \"n3\"\n GROUP BY \"quality\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_fefd08987c3f57c3\\n-- problem_id: v2p_n3_656e01b70b1c576e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"quality\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n3\\\"\\n GROUP BY \\\"quality\\\"\\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\": \"6\", \"support\": 2198, \"support_share\": 0.44875459371171905, \"cumulative_support\": 2198}, {\"value_label\": \"5\", \"support\": 1457, \"support_share\": 0.2974683544303797, \"cumulative_support\": 3655}, {\"value_label\": \"7\", \"support\": 880, \"support_share\": 0.17966516945692118, \"cumulative_support\": 4535}, {\"value_label\": \"8\", \"support\": 175, \"support_share\": 0.03572886892609228, \"cumulative_support\": 4710}, {\"value_label\": \"4\", \"support\": 163, \"support_share\": 0.03327888934258881, \"cumulative_support\": 4873}, {\"value_label\": \"3\", \"support\": 20, \"support_share\": 0.004083299305839118, \"cumulative_support\": 4893}, {\"value_label\": \"9\", \"support\": 5, \"support_share\": 0.0010208248264597796, \"cumulative_support\": 4898}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7fc4ae989d8e87499eb889b469979d9618c5606d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.339135+00:00", + "ended_at": "2026-05-04T08:19:07.350060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_fefd08987c3f57c3", + "problem_id": "v2p_n3_656e01b70b1c576e", + "dataset_id": "n3", + "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=quality.", + "bindings": { + "group_col": "quality" + }, + "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_c\\n3\\sql\\v2q_n3_fefd08987c3f57c3.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_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_fefd08987c3f57c3/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_c/n3/artifacts/v2q_n3_ffdd4435959491a1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef62850393a502a878dc4693921b4f7ed8eb325 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"fixed acidity": "6.8", "support": 308, "avg_response": 0.2689285714285714}, {"fixed acidity": "6.6", "support": 290, "avg_response": 0.28722413793103446}, {"fixed acidity": "6.4", "support": 280, "avg_response": 0.27275}, {"fixed acidity": "6.9", "support": 241, "avg_response": 0.2856224066390041}, {"fixed acidity": "6.7", "support": 236, "avg_response": 0.2829872881355932}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c13e03e92520e4e98cad9bf25fa6be5f8e78d17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ffdd4435959491a1 +-- problem_id: v2p_n3_89f37f785db3b213 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef8340554fbbfe34fb9125506b5ecd56f750868d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/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_c\n-- sql_source_dataset_id: n3\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_n3_ffdd4435959491a1\n-- problem_id: v2p_n3_89f37f785db3b213\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"fixed acidity\",\n COUNT(*) AS support,\n AVG(\"volatile acidity\") AS avg_response\nFROM \"n3\"\nGROUP BY \"fixed acidity\"\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_c\\n-- sql_source_dataset_id: n3\\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_n3_ffdd4435959491a1\\n-- problem_id: v2p_n3_89f37f785db3b213\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"fixed acidity\\\",\\n COUNT(*) AS support,\\n AVG(\\\"volatile acidity\\\") AS avg_response\\nFROM \\\"n3\\\"\\nGROUP BY \\\"fixed acidity\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"fixed acidity\", \"support\", \"avg_response\"], \"rows\": [{\"fixed acidity\": \"6.8\", \"support\": 308, \"avg_response\": 0.2689285714285714}, {\"fixed acidity\": \"6.6\", \"support\": 290, \"avg_response\": 0.28722413793103446}, {\"fixed acidity\": \"6.4\", \"support\": 280, \"avg_response\": 0.27275}, {\"fixed acidity\": \"6.9\", \"support\": 241, \"avg_response\": 0.2856224066390041}, {\"fixed acidity\": \"6.7\", \"support\": 236, \"avg_response\": 0.2829872881355932}, {\"fixed acidity\": \"7\", \"support\": 232, \"avg_response\": 0.2592241379310345}, {\"fixed acidity\": \"6.5\", \"support\": 225, \"avg_response\": 0.27566666666666667}, {\"fixed acidity\": \"7.2\", \"support\": 206, \"avg_response\": 0.272621359223301}, {\"fixed acidity\": \"7.1\", \"support\": 200, \"avg_response\": 0.27855}, {\"fixed acidity\": \"7.4\", \"support\": 194, \"avg_response\": 0.254819587628866}, {\"fixed acidity\": \"6.2\", \"support\": 192, \"avg_response\": 0.284921875}, {\"fixed acidity\": \"6.3\", \"support\": 188, \"avg_response\": 0.27867021276595744}, {\"fixed acidity\": \"6\", \"support\": 184, \"avg_response\": 0.2769021739130435}, {\"fixed acidity\": \"7.3\", \"support\": 178, \"avg_response\": 0.2627528089887641}, {\"fixed acidity\": \"6.1\", \"support\": 155, \"avg_response\": 0.2908709677419355}, {\"fixed acidity\": \"7.6\", \"support\": 153, \"avg_response\": 0.28500000000000003}, {\"fixed acidity\": \"7.5\", \"support\": 123, \"avg_response\": 0.27166666666666667}, {\"fixed acidity\": \"5.8\", \"support\": 121, \"avg_response\": 0.28173553719008265}, {\"fixed acidity\": \"5.9\", \"support\": 103, \"avg_response\": 0.28936893203883496}, {\"fixed acidity\": \"7.7\", \"support\": 93, \"avg_response\": 0.2993010752688172}, {\"fixed acidity\": \"7.8\", \"support\": 93, \"avg_response\": 0.28193548387096773}, {\"fixed acidity\": \"5.7\", \"support\": 88, \"avg_response\": 0.2635795454545455}, {\"fixed acidity\": \"8\", \"support\": 80, \"avg_response\": 0.29775}, {\"fixed acidity\": \"7.9\", \"support\": 74, \"avg_response\": 0.2696621621621622}, {\"fixed acidity\": \"5.6\", \"support\": 71, \"avg_response\": 0.2600704225352113}, {\"fixed acidity\": \"8.2\", \"support\": 56, \"avg_response\": 0.29598214285714286}, {\"fixed acidity\": \"8.1\", \"support\": 56, \"avg_response\": 0.27321428571428574}, {\"fixed acidity\": \"8.3\", \"support\": 52, \"avg_response\": 0.2526923076923077}, {\"fixed acidity\": \"8.4\", \"support\": 35, \"avg_response\": 0.27685714285714286}, {\"fixed acidity\": \"8.5\", \"support\": 32, \"avg_response\": 0.2253125}, {\"fixed acidity\": \"5.5\", \"support\": 31, \"avg_response\": 0.25806451612903225}, {\"fixed acidity\": \"5.4\", \"support\": 28, \"avg_response\": 0.33232142857142855}, {\"fixed acidity\": \"5.2\", \"support\": 28, \"avg_response\": 0.30160714285714285}, {\"fixed acidity\": \"5.3\", \"support\": 27, \"avg_response\": 0.34555555555555556}, {\"fixed acidity\": \"8.6\", \"support\": 25, \"avg_response\": 0.2806}, {\"fixed acidity\": \"5\", \"support\": 24, \"avg_response\": 0.320625}, {\"fixed acidity\": \"5.1\", \"support\": 23, \"avg_response\": 0.2965217391304348}, {\"fixed acidity\": \"9.2\", \"support\": 21, \"avg_response\": 0.2723809523809524}, {\"fixed acidity\": \"8.8\", \"support\": 18, \"avg_response\": 0.28}, {\"fixed acidity\": \"9\", \"support\": 17, \"avg_response\": 0.30500000000000005}, {\"fixed acidity\": \"8.9\", \"support\": 16, \"avg_response\": 0.26875}, {\"fixed acidity\": \"8.7\", \"support\": 15, \"avg_response\": 0.29}, {\"fixed acidity\": \"9.4\", \"support\": 11, \"avg_response\": 0.25363636363636366}, {\"fixed acidity\": \"4.8\", \"support\": 9, \"avg_response\": 0.28944444444444445}, {\"fixed acidity\": \"9.8\", \"support\": 8, \"avg_response\": 0.40375}, {\"fixed acidity\": \"4.9\", \"support\": 7, \"avg_response\": 0.34214285714285714}, {\"fixed acidity\": \"9.1\", \"support\": 6, \"avg_response\": 0.33666666666666667}, {\"fixed acidity\": \"4.7\", \"support\": 5, \"avg_response\": 0.47800000000000004}, {\"fixed acidity\": \"9.6\", \"support\": 5, \"avg_response\": 0.327}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..06e7440e5e58ddb1d841f04ef4b49bf7cae29430 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_c", + "dataset_id": "n3", + "started_at": "2026-05-04T08:19:07.378659+00:00", + "ended_at": "2026-05-04T08:19:07.387401+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n3_ffdd4435959491a1", + "problem_id": "v2p_n3_89f37f785db3b213", + "dataset_id": "n3", + "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=volatile acidity, key_col=fixed acidity.", + "bindings": { + "key_col": "fixed acidity", + "measure_col": "volatile acidity", + "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_c\\n3\\sql\\v2q_n3_ffdd4435959491a1.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_c/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/artifacts/v2q_n3_ffdd4435959491a1/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_c/n3/sql/v2q_n3_00474a40fce5bc71.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_00474a40fce5bc71.sql new file mode 100644 index 0000000000000000000000000000000000000000..55cbbc9b0284ea2456b52b375cbbc40e36d78ffb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_00474a40fce5bc71.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_00474a40fce5bc71 +-- problem_id: v2p_n3_f5cb46b70a33e1a4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0193d8b75cb1bc44.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0193d8b75cb1bc44.sql new file mode 100644 index 0000000000000000000000000000000000000000..802af27a54ea1c5e2117ec661ca29d66ed700eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0193d8b75cb1bc44.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0193d8b75cb1bc44 +-- problem_id: v2p_n3_d223ae39270be0d2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_05058e72d6cc1239.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_05058e72d6cc1239.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffd9f5cf99ecbdea8a01da20cb67d52f5acdf926 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_05058e72d6cc1239.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_05058e72d6cc1239 +-- problem_id: v2p_n3_285887bb97534aad +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("volatile acidity" AS REAL) >= 0.32 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_05c5875477f5b6e2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_05c5875477f5b6e2.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd1e137ef3e8a9129143bc07ec2e4b8c37bf6628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_05c5875477f5b6e2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_05c5875477f5b6e2 +-- problem_id: v2p_n3_d1505d7dab0537e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0636807a43e37cb2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0636807a43e37cb2.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4ac5355c4ab9db5a0b891a175478c3dfe690c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0636807a43e37cb2.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0636807a43e37cb2 +-- problem_id: v2p_n3_5ac2a48d6c9a7c60 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("fixed acidity" AS REAL) AS "fixed_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("fixed acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "fixed acidity" IS NOT NULL +), +"picked" AS ( + SELECT + "sulphates", + "fixed_acidity_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "sulphates", + "fixed_acidity_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_06f952223a8e4c64.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_06f952223a8e4c64.sql new file mode 100644 index 0000000000000000000000000000000000000000..2af04dd12c90203526bf942a2fc230f8e71a4bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_06f952223a8e4c64.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_06f952223a8e4c64 +-- problem_id: v2p_n3_5384b09ebab91549 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_080e9ab10c3a8adb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_080e9ab10c3a8adb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d2cad6ec75fcfcca3538f49b61c1c8ef2fb0d66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_080e9ab10c3a8adb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_080e9ab10c3a8adb +-- problem_id: v2p_n3_6a1bd2ae1c5534bf +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_08b7d7d89018f22c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_08b7d7d89018f22c.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f093332f722d1528fc488af50ecef402e6899b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_08b7d7d89018f22c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_08b7d7d89018f22c +-- problem_id: v2p_n3_a1faa413f73984a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS "target_rate" +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_09a58a5005642412.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_09a58a5005642412.sql new file mode 100644 index 0000000000000000000000000000000000000000..90115f5485d1f9686cb7c88277098a89dda2523d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_09a58a5005642412.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_09a58a5005642412 +-- problem_id: v2p_n3_ed03bc5a092781ae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("density" AS REAL) AS "density_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("density" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "density" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "quality", + "density_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "quality", + "percentile_measure" +FROM "percentile_pick" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_09d67a618c21dcfe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_09d67a618c21dcfe.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d11e7c25e0815d4bf4fd0801cc592e59f244497 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_09d67a618c21dcfe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_09d67a618c21dcfe +-- problem_id: v2p_n3_c0069f55e29e035b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0b42a7f709daf15b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0b42a7f709daf15b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d88d440967b8548be434bbdfb2e85be3d6f217ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0b42a7f709daf15b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0b42a7f709daf15b +-- problem_id: v2p_n3_cb6c95d5b2b5666a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("sulphates" AS REAL) >= 0.55 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0b91ee39d90d3ca3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0b91ee39d90d3ca3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0de3a4a838b77a1f3a9b5f36b29e0f855baa0855 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0b91ee39d90d3ca3.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0b91ee39d90d3ca3 +-- problem_id: v2p_n3_9250cfd76023092d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("free sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "measure_value" 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_c/n3/sql/v2q_n3_0c3419c0de455bf1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0c3419c0de455bf1.sql new file mode 100644 index 0000000000000000000000000000000000000000..205139c05e05aefa38b3da35ce4399c23a7bce56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0c3419c0de455bf1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_0c3419c0de455bf1 +-- problem_id: v2p_n3_d3d18bcfb7731266 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0c92a2aebd6b6742.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0c92a2aebd6b6742.sql new file mode 100644 index 0000000000000000000000000000000000000000..cab8de8b93b1a7e77df7585b3e22ad0cc6b8c9b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0c92a2aebd6b6742.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0c92a2aebd6b6742 +-- problem_id: v2p_n3_c36147a7fa07858f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0d8a0da89bbe842f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0d8a0da89bbe842f.sql new file mode 100644 index 0000000000000000000000000000000000000000..cee73a99eb0db1da34f72ae1d93c7ccd943faba5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0d8a0da89bbe842f.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_0d8a0da89bbe842f +-- problem_id: v2p_n3_f14be9393ec85901 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("fixed acidity" AS REAL) AS "fixed_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("fixed acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "fixed acidity" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "sulphates", + "fixed_acidity_value", + "rn", + "cnt", + CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) AS "floor_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 "ceil_rn", + ((0.9 * ("cnt" - 1)) + 1) - CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) AS "frac" + FROM "ranked" +), +"percentile_bounds" AS ( + SELECT + "sulphates", + MAX(CASE WHEN "rn" = "floor_rn" THEN "fixed_acidity_value" END) AS "floor_val", + MAX(CASE WHEN "rn" = "ceil_rn" THEN "fixed_acidity_value" END) AS "ceil_val", + MAX("frac") AS "frac" + FROM "percentile_pos" + GROUP BY "sulphates" +) +SELECT + "sulphates", + ("floor_val" + "frac" * ("ceil_val" - "floor_val")) AS "percentile_measure" +FROM "percentile_bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0ed618b66d1a11e8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0ed618b66d1a11e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c6694a03bfe1b58533573a561df3de2fe097a6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_0ed618b66d1a11e8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_0ed618b66d1a11e8 +-- problem_id: v2p_n3_660aa1ad552cba35 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_105439219f72f877.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_105439219f72f877.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6aef113b063c17e79d2f54a181d581df24e81b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_105439219f72f877.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_105439219f72f877 +-- problem_id: v2p_n3_583333de9fb6245c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("residual sugar" AS REAL) AS "residual_sugar_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "residual sugar" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "sulphates", + "residual_sugar_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + "residual_sugar_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_c/n3/sql/v2q_n3_10f379c787b7c26d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_10f379c787b7c26d.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f32d65a9267acbfaf4971837b649a63df166c5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_10f379c787b7c26d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_10f379c787b7c26d +-- problem_id: v2p_n3_cfd642e332ad01d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_11352a8b8410a809.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_11352a8b8410a809.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c76144e9951347d12e37cc578d0c10d0c1af0c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_11352a8b8410a809.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_11352a8b8410a809 +-- problem_id: v2p_n3_723d24909373e41c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_11680f8ff06944dc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_11680f8ff06944dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b4a798602d04e77f60a55399cdf17d9d5cada22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_11680f8ff06944dc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_11680f8ff06944dc +-- problem_id: v2p_n3_5f81a49e3612fe0a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_120ae955d4eff01d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_120ae955d4eff01d.sql new file mode 100644 index 0000000000000000000000000000000000000000..403c049857fdbe59acf001edb71405a810f0cd48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_120ae955d4eff01d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_120ae955d4eff01d +-- problem_id: v2p_n3_5367cf0da83b7848 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("pH" AS REAL) >= 3.28 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_130af430979a92da.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_130af430979a92da.sql new file mode 100644 index 0000000000000000000000000000000000000000..06aae32c33dff92cb8939b06f4ff2c6733b8509b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_130af430979a92da.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_130af430979a92da +-- problem_id: v2p_n3_e6dd1adaefc61d90 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_15a11f66a9f0f68a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_15a11f66a9f0f68a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5f847ddf3c26d17e8bf4f3e19fc9617c17117b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_15a11f66a9f0f68a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_15a11f66a9f0f68a +-- problem_id: v2p_n3_1215b2362358e15e +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_17bbe606de02a0f7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_17bbe606de02a0f7.sql new file mode 100644 index 0000000000000000000000000000000000000000..af62f814c0196f6f47735838f7729a24ec4f2054 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_17bbe606de02a0f7.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_17bbe606de02a0f7 +-- problem_id: v2p_n3_2050d0adf49809b0 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("citric acid" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + MIN("measure") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INT) +GROUP BY "sulphates" +HAVING MAX("cnt") >= 5 +ORDER BY "conditional_percentile" DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_1a1b8eeb315d68ce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_1a1b8eeb315d68ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..fffc910ba555eb84b8c0e86550a3cfc5dd94f0b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_1a1b8eeb315d68ce.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_1a1b8eeb315d68ce +-- problem_id: v2p_n3_8c5d4c72a922e2fc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "quality", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "quality" +) +SELECT "quality", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_1c6eff7f718fd971.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_1c6eff7f718fd971.sql new file mode 100644 index 0000000000000000000000000000000000000000..98b613ecd36d279596a0e8927fb57e4e10e4eafa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_1c6eff7f718fd971.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_1c6eff7f718fd971 +-- problem_id: v2p_n3_85436b135cb28759 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "quality", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "quality" +) +SELECT "quality", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_20224f16810d1fbd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_20224f16810d1fbd.sql new file mode 100644 index 0000000000000000000000000000000000000000..f03dfc6cc91105088d3af67fd63ee9a34c0981cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_20224f16810d1fbd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_20224f16810d1fbd +-- problem_id: v2p_n3_8f55c52ff5c38422 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2024a31312fe0804.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2024a31312fe0804.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e64a60a111609b1a790e31b39119fd138838921 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2024a31312fe0804.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2024a31312fe0804 +-- problem_id: v2p_n3_a1f3bdbe4db15ea9 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("sulphates" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2291d342598d5b59.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2291d342598d5b59.sql new file mode 100644 index 0000000000000000000000000000000000000000..55ec60999d0d925427212a3230d05e39e1ae6594 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2291d342598d5b59.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2291d342598d5b59 +-- problem_id: v2p_n3_bbcbefe481edb050 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_269d3bb9e55a13dc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_269d3bb9e55a13dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..261a6677a1f34bc4da19fa6fd2c8bfdceb74f622 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_269d3bb9e55a13dc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_269d3bb9e55a13dc +-- problem_id: v2p_n3_29a9e5c21a7672e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_273b38affbd53003.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_273b38affbd53003.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c256992f1b827749de55ac8c2e12b733713a359 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_273b38affbd53003.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_273b38affbd53003 +-- problem_id: v2p_n3_0705432ff6788c0c +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + "measure_col" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.95 * "cnt") + 0.9999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_28417f5dd9c2bb74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_28417f5dd9c2bb74.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e2d11acb444d927f00aa1043d97b90b692856dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_28417f5dd9c2bb74.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_28417f5dd9c2bb74 +-- problem_id: v2p_n3_c7920b0ac585bd0c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_297ca39acac05dfc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_297ca39acac05dfc.sql new file mode 100644 index 0000000000000000000000000000000000000000..cff5b86696741cc1be65ad7581719eed6c1a7bc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_297ca39acac05dfc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_297ca39acac05dfc +-- problem_id: v2p_n3_e0bbc78b8c96de83 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_299fef7d0c7e65e0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_299fef7d0c7e65e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed557382cbe6e7e6afdb93f0c20e1e3a5cdda1db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_299fef7d0c7e65e0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_299fef7d0c7e65e0 +-- problem_id: v2p_n3_998249dd1e0363c0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2b29f1fe78779ec4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2b29f1fe78779ec4.sql new file mode 100644 index 0000000000000000000000000000000000000000..e60d9d566fabde59e28582fdd2253053533d8412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2b29f1fe78779ec4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2b29f1fe78779ec4 +-- problem_id: v2p_n3_3b4d96ed5ff039ae +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2d2fddb6c789771a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2d2fddb6c789771a.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebbfee2e9430239cc73545857e028632a696721c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2d2fddb6c789771a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2d2fddb6c789771a +-- problem_id: v2p_n3_c04d799335e6de9b +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("sulphates" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("alcohol" AS REAL) >= 11.4 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2e91fbbf7057b56d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2e91fbbf7057b56d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e98ca4e2db409bc3bda3b1c955f1c778864aa97f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2e91fbbf7057b56d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_2e91fbbf7057b56d +-- problem_id: v2p_n3_994ffb6b19d7a95c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2f00587185eee16f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2f00587185eee16f.sql new file mode 100644 index 0000000000000000000000000000000000000000..91089dbe395594dd0b8619273efeebe33119ea2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2f00587185eee16f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_2f00587185eee16f +-- problem_id: v2p_n3_68e976e74e918984 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2fffc613dd88beec.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2fffc613dd88beec.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b20acf3784a40d0dd8f14f471fe3842fafb96c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_2fffc613dd88beec.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_2fffc613dd88beec +-- problem_id: v2p_n3_743391e68fa39025 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("chlorides" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_31315635eba8c274.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_31315635eba8c274.sql new file mode 100644 index 0000000000000000000000000000000000000000..076fc769cb6300dece703e81a1cce4b1ccb663b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_31315635eba8c274.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_31315635eba8c274 +-- problem_id: v2p_n3_75a2896a0feb867d +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "fixed acidity", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT "fixed acidity", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_31c170b8c3d1af14.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_31c170b8c3d1af14.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab709933c2dca35b326e4277c0576ad7680bcc2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_31c170b8c3d1af14.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_31c170b8c3d1af14 +-- problem_id: v2p_n3_0be11973f5c0fe64 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_33aeaf8103cb6f6e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_33aeaf8103cb6f6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..36269b9c2f23837526f49583d5525300b88a75b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_33aeaf8103cb6f6e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_33aeaf8103cb6f6e +-- problem_id: v2p_n3_79a796da75c5fb36 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_35067a273e0a5e49.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_35067a273e0a5e49.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b0d0ba674f231c083d105724e28ee2e76f44452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_35067a273e0a5e49.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_35067a273e0a5e49 +-- problem_id: v2p_n3_a0e2090d9ea937bb +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3648f19392b8ae8e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3648f19392b8ae8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5454a2e4e99c21c44d1c9f2cc728f15c31ed0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3648f19392b8ae8e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3648f19392b8ae8e +-- problem_id: v2p_n3_4903581c1a56b88c +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("citric acid" AS REAL) <= 0.39 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3997e3c88cfcfa7c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3997e3c88cfcfa7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..df4cbf56ecd23de43058d5b7b79f4e987e0a2d65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3997e3c88cfcfa7c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3997e3c88cfcfa7c +-- problem_id: v2p_n3_b80b6ef4ad0fdea9 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3b058728c8c41627.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3b058728c8c41627.sql new file mode 100644 index 0000000000000000000000000000000000000000..e521070f81bf0f47191089725ecf631e3c9b69a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3b058728c8c41627.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3b058728c8c41627 +-- problem_id: v2p_n3_cd1b716dce441d1d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("volatile acidity" AS REAL) AS "volatile acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "quality", + "volatile acidity_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "quality", + "volatile acidity_value" AS percentile_measure +FROM "percentile_rows" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3b3d6810ea543fb3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3b3d6810ea543fb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f511eb4168ba8267dbe47cc6c0504bcef0469c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3b3d6810ea543fb3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_3b3d6810ea543fb3 +-- problem_id: v2p_n3_f6b11dc203741724 +-- realization_mode: agent +-- source_kind: agent +SELECT + "quality", + AVG(CAST("density" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3c2d585475f54798.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3c2d585475f54798.sql new file mode 100644 index 0000000000000000000000000000000000000000..42d13b222225ada32376b2f3d0ba325bd336ab60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3c2d585475f54798.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3c2d585475f54798 +-- problem_id: v2p_n3_f240ee1de172510c +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("pH" AS REAL) >= 3.28 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3c58c1641ed64d79.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3c58c1641ed64d79.sql new file mode 100644 index 0000000000000000000000000000000000000000..05149923e02e8930aa5c9f6edf7db53791133987 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3c58c1641ed64d79.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_3c58c1641ed64d79 +-- problem_id: v2p_n3_ac2a7e82d4194402 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("citric acid" AS REAL) AS "measure" + FROM "n3" + WHERE "quality" = '5' + AND "sulphates" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "measure", + ROW_NUMBER() OVER (PARTITION BY "sulphates" ORDER BY "measure") AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "sulphates", + "measure", + "rn", + "cnt", + (0.9 * ("cnt" - 1) + 1.0) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + AVG("measure") AS "conditional_percentile" +FROM "pos" +WHERE "rn" IN (CAST(FLOOR("target_rn") AS INTEGER), CAST(CEIL("target_rn") AS INTEGER)) +GROUP BY "sulphates" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3faf63b8e7e545a2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3faf63b8e7e545a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1382bac43629bb4487d0a913f1ec5fa8f81ea86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_3faf63b8e7e545a2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_3faf63b8e7e545a2 +-- problem_id: v2p_n3_91aa1d642aa8bc09 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_40853bff32faf1b8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_40853bff32faf1b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e947383bdc931ccf58cec6e432fdac12861d6396 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_40853bff32faf1b8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_40853bff32faf1b8 +-- problem_id: v2p_n3_e03b6c4ac12c389a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_40c354fb3475c40e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_40c354fb3475c40e.sql new file mode 100644 index 0000000000000000000000000000000000000000..59eab4ae8ae8b1f474e14ca1f2991f35dbd880a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_40c354fb3475c40e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_40c354fb3475c40e +-- problem_id: v2p_n3_ce422d7ea4240450 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sulphates", + AVG(CAST("residual sugar" AS REAL)) AS avg_measure, + COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY CAST("sulphates" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4157a96449d9472a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4157a96449d9472a.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec1023696564a73868350470f64871b35a6c23b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4157a96449d9472a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_4157a96449d9472a +-- problem_id: v2p_n3_deda65579364398c +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_41b16b9c81829e16.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_41b16b9c81829e16.sql new file mode 100644 index 0000000000000000000000000000000000000000..731894ea626ba6667e984a2ac525f0b5b5699fff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_41b16b9c81829e16.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_41b16b9c81829e16 +-- problem_id: v2p_n3_61e929d39945d667 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("chlorides" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "chlorides" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "group_col" + ORDER BY "measure_col" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "group_col" + ) AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + "measure_col" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4312d152f0bcf57c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4312d152f0bcf57c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b978d0ada5b68ec08818a5a930ec63617f481e47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4312d152f0bcf57c.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_4312d152f0bcf57c +-- problem_id: v2p_n3_ce50432f605bb990 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("free sulfur dioxide" AS REAL) <= 46.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_432891d0940a2e07.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_432891d0940a2e07.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb4d617aff7e0fb5881716bc597bf9a7ff1c848d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_432891d0940a2e07.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_432891d0940a2e07 +-- problem_id: v2p_n3_b0e454d4be1dc217 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_435e10956045a022.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_435e10956045a022.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8207071091b4845a24bebf4fc0e1eac9d23f911 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_435e10956045a022.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_435e10956045a022 +-- problem_id: v2p_n3_13035c505213a470 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +), 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_c/n3/sql/v2q_n3_43dd1390072035dc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_43dd1390072035dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5e4eb394881b9804118cdbe7bfc459479225198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_43dd1390072035dc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_43dd1390072035dc +-- problem_id: v2p_n3_677bea9c94b76dc2 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_443243500ab24fe6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_443243500ab24fe6.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f1231433e4886e9606ef16441ebe851c7f72059 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_443243500ab24fe6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_443243500ab24fe6 +-- problem_id: v2p_n3_0904a099e8346cda +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("fixed acidity" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4439a5b6ab20f859.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4439a5b6ab20f859.sql new file mode 100644 index 0000000000000000000000000000000000000000..33758cb63d7f89db1ac8470cafcb937330d85381 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4439a5b6ab20f859.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_4439a5b6ab20f859 +-- problem_id: v2p_n3_11b4dddeab639da2 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_456347f7d06f4737.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_456347f7d06f4737.sql new file mode 100644 index 0000000000000000000000000000000000000000..0528c4f8749c370e319e51602c661436d892f612 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_456347f7d06f4737.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_456347f7d06f4737 +-- problem_id: v2p_n3_e306595f1ad04a8f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("alcohol" AS REAL) AS "alcohol_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "alcohol" IS NOT NULL +), "ranked" AS ( + SELECT + "sulphates", + "alcohol_value", + ROW_NUMBER() OVER (PARTITION BY "sulphates" ORDER BY "alcohol_value") AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + MAX("alcohol_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +GROUP BY "sulphates" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_45734759dd774286.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_45734759dd774286.sql new file mode 100644 index 0000000000000000000000000000000000000000..9cfd425abf26cb6ad10dd67dbabbff6170a7131c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_45734759dd774286.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_45734759dd774286 +-- problem_id: v2p_n3_329828bde0e99a88 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_463099ee96bea89e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_463099ee96bea89e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fdd81eaf6d02b16e1e504daadf2d7a37f2998ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_463099ee96bea89e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_463099ee96bea89e +-- problem_id: v2p_n3_7537d8b89ecf93d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '7' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_47933c3a7ba00228.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_47933c3a7ba00228.sql new file mode 100644 index 0000000000000000000000000000000000000000..881915e9f9b5f1ecc34a42173553f8454cab9c36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_47933c3a7ba00228.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_47933c3a7ba00228 +-- problem_id: v2p_n3_bc4381c7502bfa8d +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("pH" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("sulphates" AS REAL) >= 0.55 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_48db4c1077c393b4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_48db4c1077c393b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f442b476d8bfbb91546d92241339911c3732100 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_48db4c1077c393b4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_48db4c1077c393b4 +-- problem_id: v2p_n3_f1d0d174b24208cf +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_494ad45af0f5549c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_494ad45af0f5549c.sql new file mode 100644 index 0000000000000000000000000000000000000000..24c82acb3536e4ab198c4b9ee67380b10d40c002 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_494ad45af0f5549c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_494ad45af0f5549c +-- problem_id: v2p_n3_9c57dc32706e55b2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_49b7cfce1d527d5c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_49b7cfce1d527d5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..adca63d27d63d299fd8480430ddcd3b1cf18a2c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_49b7cfce1d527d5c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_49b7cfce1d527d5c +-- problem_id: v2p_n3_07f3d5bccf0ccc2f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sulphates", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "sulphates" +) +SELECT "sulphates", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4db5fe28bd1c316c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4db5fe28bd1c316c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef4d8758fb29edf499437b357b581faaf2180dd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_4db5fe28bd1c316c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_4db5fe28bd1c316c +-- problem_id: v2p_n3_da97dbb52ba16357 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("alcohol" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_515cbf3336ecde02.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_515cbf3336ecde02.sql new file mode 100644 index 0000000000000000000000000000000000000000..94ec73a5463092b402865bb7ff7323b932cb0035 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_515cbf3336ecde02.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_515cbf3336ecde02 +-- problem_id: v2p_n3_f54d94c81b350da7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_52539ad5ecf42d3e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_52539ad5ecf42d3e.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee21c10bf7d365b9e54044a860379bab69642a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_52539ad5ecf42d3e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_52539ad5ecf42d3e +-- problem_id: v2p_n3_666886f38c32600f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_541ee60993792460.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_541ee60993792460.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ce25d231a6d847a128e93336c2323a30623eb66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_541ee60993792460.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_541ee60993792460 +-- problem_id: v2p_n3_d42b2bda2e55d597 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("chlorides" AS REAL) AS "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "chlorides" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "quality", + "chlorides_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.95 * ("cnt" - 1)) + 1 AS INT) + OR "rn" = CAST((0.95 * ("cnt" - 1)) + 1 AS INT) + 1 +) +SELECT "quality", + AVG("percentile_measure") AS "percentile_measure" +FROM "percentile_points" +GROUP BY "quality" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_54bc09dac789cd1a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_54bc09dac789cd1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5fec6f453d996dbcb1a37d66ba3879e1b5669782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_54bc09dac789cd1a.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_54bc09dac789cd1a +-- problem_id: v2p_n3_491f2c800474c316 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG("chlorides_num") AS conditional_percentile +FROM ( + SELECT "fixed acidity", + CAST("chlorides" AS REAL) AS "chlorides_num", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "quality" = '6' +) +WHERE "rn" IN ( + CAST((("cnt" - 1) * 0.95) AS INTEGER) + 1, + CAST((("cnt" - 1) * 0.95) AS INTEGER) + 2 +) +GROUP BY "fixed acidity" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_571f294ce5c7b84e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_571f294ce5c7b84e.sql new file mode 100644 index 0000000000000000000000000000000000000000..21daad3836206c7b544fd9f1304fb5aac7971ff9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_571f294ce5c7b84e.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_571f294ce5c7b84e +-- problem_id: v2p_n3_c3b93fbefede1302 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("total sulfur dioxide" AS REAL) <= 167.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5aaff649695211ce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5aaff649695211ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba74208bde0d0af28221683b4b3f7d1de09930bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5aaff649695211ce.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5aaff649695211ce +-- problem_id: v2p_n3_25b282775883749c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5b1d3d0d52b8046e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5b1d3d0d52b8046e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b934b70430f457dad0ec63366afd2d333c3e116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5b1d3d0d52b8046e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5b1d3d0d52b8046e +-- problem_id: v2p_n3_e9864ec54a89128e +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5b50b0a871173a0f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5b50b0a871173a0f.sql new file mode 100644 index 0000000000000000000000000000000000000000..e14237e38f35f0659b3531f325663eb0881569d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5b50b0a871173a0f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_5b50b0a871173a0f +-- problem_id: v2p_n3_83f81736ec12ad90 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5bfee4726689ca31.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5bfee4726689ca31.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcaac1863fb909d8d6ef8c6a9c97717e933f81b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5bfee4726689ca31.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5bfee4726689ca31 +-- problem_id: v2p_n3_1e42d77b7327a6d4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("density" AS REAL) AS "density_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("density" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "density" IS NOT NULL +), +"picked" AS ( + SELECT + "quality", + "density_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "quality", + "density_value" 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_c/n3/sql/v2q_n3_5ec1bd152a2e9c6d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5ec1bd152a2e9c6d.sql new file mode 100644 index 0000000000000000000000000000000000000000..31184220e69939bd7c369bd8d09a1f89355fa4b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5ec1bd152a2e9c6d.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5ec1bd152a2e9c6d +-- problem_id: v2p_n3_5c63ba4610287512 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity" AS "group_col", + CAST("sulphates" AS REAL) AS "measure_col" + FROM "n3" + WHERE "quality" = '5' + AND "fixed acidity" IS NOT NULL + AND "sulphates" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + "group_col" AS "fixed acidity", + "measure_col" 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_c/n3/sql/v2q_n3_5f85b0d3be49eac7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5f85b0d3be49eac7.sql new file mode 100644 index 0000000000000000000000000000000000000000..1861f7cf4515547095b621c4823908f0e34de563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_5f85b0d3be49eac7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_5f85b0d3be49eac7 +-- problem_id: v2p_n3_608c50591b3909a0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "citric acid", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "citric acid" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_61f3e0f4ba2401a1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_61f3e0f4ba2401a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c352dc482d63bc9dfa9254399e5b6075a0038dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_61f3e0f4ba2401a1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_61f3e0f4ba2401a1 +-- problem_id: v2p_n3_1e8db7b6cf98a523 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_61fd05ac797c80af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_61fd05ac797c80af.sql new file mode 100644 index 0000000000000000000000000000000000000000..3078dda65e499c9127fbada009a59535cc92a42f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_61fd05ac797c80af.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_61fd05ac797c80af +-- problem_id: v2p_n3_343536d254130ab2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_62a3f1aff04f66a3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_62a3f1aff04f66a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..d06cf8a3f95ec2ec82132a9112dd20e2788481d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_62a3f1aff04f66a3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_62a3f1aff04f66a3 +-- problem_id: v2p_n3_4f7a7348cc0123d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_630cc44d4fddba66.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_630cc44d4fddba66.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a44127dbd2c72f11271d58030b5a520d06c6cdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_630cc44d4fddba66.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_630cc44d4fddba66 +-- problem_id: v2p_n3_108b1b8635c2462a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("volatile acidity" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_639da68b2f24b136.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_639da68b2f24b136.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e3319c5fb7df444a961517f99b0808fcb15e1f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_639da68b2f24b136.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_639da68b2f24b136 +-- problem_id: v2p_n3_0345d2ef254287d0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6562e7b1f561fc85.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6562e7b1f561fc85.sql new file mode 100644 index 0000000000000000000000000000000000000000..a7d9694498e1632d82375dc45324b38cffb292b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6562e7b1f561fc85.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_6562e7b1f561fc85 +-- problem_id: v2p_n3_63783689ba38c96b +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("sulphates" AS REAL) >= 0.55 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_676467892b662153.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_676467892b662153.sql new file mode 100644 index 0000000000000000000000000000000000000000..1196ef0e6bb2e24ef40935bfe51af87a838f0256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_676467892b662153.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_676467892b662153 +-- problem_id: v2p_n3_e686763346f58760 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_688e7202dd026848.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_688e7202dd026848.sql new file mode 100644 index 0000000000000000000000000000000000000000..c847b0fe7b9c79dbc95037146b0bd57dea17a082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_688e7202dd026848.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_688e7202dd026848 +-- problem_id: v2p_n3_bc712bb14a0683f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("fixed acidity" AS REAL) >= 7.3 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_697b0051be9366a4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_697b0051be9366a4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b488882fc4bc327756351a4fb3dbba04cf69ee45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_697b0051be9366a4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_697b0051be9366a4 +-- problem_id: v2p_n3_154e269cfe560063 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6c1af0ce2ce2172c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6c1af0ce2ce2172c.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb866631dca1d26fd91c66e6ce1afc11d12b16f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6c1af0ce2ce2172c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_6c1af0ce2ce2172c +-- problem_id: v2p_n3_92201fd267b49ee5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6e1f0215b6dbf99b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6e1f0215b6dbf99b.sql new file mode 100644 index 0000000000000000000000000000000000000000..1492d5f05cb459a822026f2ded589b08afd98ad9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_6e1f0215b6dbf99b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_6e1f0215b6dbf99b +-- problem_id: v2p_n3_54869fa187fb9df5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_705f282716c04806.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_705f282716c04806.sql new file mode 100644 index 0000000000000000000000000000000000000000..c386af0b836a7eee894018b58f039f3d41648c2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_705f282716c04806.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_705f282716c04806 +-- problem_id: v2p_n3_42a76519d1bbf932 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +) +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_c/n3/sql/v2q_n3_70c8aa6e57d22abe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_70c8aa6e57d22abe.sql new file mode 100644 index 0000000000000000000000000000000000000000..2dcb576583e49b3b0bd6ccc9adee13f3dca37f3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_70c8aa6e57d22abe.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_70c8aa6e57d22abe +-- problem_id: v2p_n3_b89aa2d6f9b00590 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("pH" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_718776e8690ab769.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_718776e8690ab769.sql new file mode 100644 index 0000000000000000000000000000000000000000..0448691d89a5a2f5dea388cc66778414e893d47b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_718776e8690ab769.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_718776e8690ab769 +-- problem_id: v2p_n3_5a2eb5deb1dd7b2a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_72ef3e3efaa987ae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_72ef3e3efaa987ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7e70c02402ef78d3c58f91980c695fd0b2c9a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_72ef3e3efaa987ae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_72ef3e3efaa987ae +-- problem_id: v2p_n3_f3e380515c8df8b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7391a661535c940c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7391a661535c940c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6655faecb329f64f30c64de03608d6fb925210d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7391a661535c940c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_7391a661535c940c +-- problem_id: v2p_n3_003787e0a5aeed8d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_777ba0fbd8b321ee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_777ba0fbd8b321ee.sql new file mode 100644 index 0000000000000000000000000000000000000000..db2d651b265b227a03712508a18960ddcaf69bb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_777ba0fbd8b321ee.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_777ba0fbd8b321ee +-- problem_id: v2p_n3_b0dea5d04d10d0e7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("fixed acidity" AS REAL) AS "fixed_acidity_value" + FROM "n3" + WHERE "quality" = '5' +), +"ranked" AS ( + SELECT + "quality", + "fixed_acidity_value", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "fixed_acidity_value") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +) +SELECT + "quality", + MAX("fixed_acidity_value") FILTER (WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER)) AS "conditional_percentile" +FROM "ranked" +GROUP BY "quality" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_79bff8c8f055eb65.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_79bff8c8f055eb65.sql new file mode 100644 index 0000000000000000000000000000000000000000..82db4b64153af1bacd1cedf198dea1873a1e8ef5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_79bff8c8f055eb65.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_79bff8c8f055eb65 +-- problem_id: v2p_n3_e1fdf7ad35f6ac61 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7bb557f7c0558eaa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7bb557f7c0558eaa.sql new file mode 100644 index 0000000000000000000000000000000000000000..4dd72072410235dfd33c9445dc8a6385011e3ab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7bb557f7c0558eaa.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_7bb557f7c0558eaa +-- problem_id: v2p_n3_5e2c8d4e48a0d9a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("alcohol" AS REAL)) AS total_measure +FROM "n3" +WHERE "quality" = '3' +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7c26f44d423b31b1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7c26f44d423b31b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e95e1dd35d8f0f4406fa923495b031ed67669a16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7c26f44d423b31b1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_7c26f44d423b31b1 +-- problem_id: v2p_n3_7d8ff504deb59d2c +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7c75d457a016280c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7c75d457a016280c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f229aa80e429cab6486cc20850bd577b5f86d571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_7c75d457a016280c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_7c75d457a016280c +-- problem_id: v2p_n3_f01cd62c606224f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_825fa4b71fd8e549.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_825fa4b71fd8e549.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ab8bca22de74f85483564137304a4c02c39a6c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_825fa4b71fd8e549.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_825fa4b71fd8e549 +-- problem_id: v2p_n3_9124f37a57df1b7b +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("chlorides" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY CAST("quality" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83553e671d481695.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83553e671d481695.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed50105dc24d82fda4d2f4e8e880d38492eaba26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83553e671d481695.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_83553e671d481695 +-- problem_id: v2p_n3_d217c3f2bd213a73 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83b620eed427a034.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83b620eed427a034.sql new file mode 100644 index 0000000000000000000000000000000000000000..7533a4a50eacec7c4c189d866afb8662a33f658c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83b620eed427a034.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_83b620eed427a034 +-- problem_id: v2p_n3_bee5851e4ad9cce1 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("fixed acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("fixed acidity" AS REAL) >= 7.3 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83d2ed0a6ee9c417.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83d2ed0a6ee9c417.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0adb6d91c5524d024aa12344118dd7422370945 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_83d2ed0a6ee9c417.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_83d2ed0a6ee9c417 +-- problem_id: v2p_n3_2262af0ee31f303f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "fixed acidity", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT "fixed acidity", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8426d10f067e6623.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8426d10f067e6623.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ba5608c33f577755063735c6cd070bf5d058bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8426d10f067e6623.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8426d10f067e6623 +-- problem_id: v2p_n3_3e9503cd90fdb0e3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8842f7c368c3cb54.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8842f7c368c3cb54.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dc2dca03451d78156c161d9db9c6b9668ba12c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8842f7c368c3cb54.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8842f7c368c3cb54 +-- problem_id: v2p_n3_8397755d782796ad +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8858a86491a8f359.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8858a86491a8f359.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac576e45c37bbe12ff08043eae4b8c823ad5bc8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8858a86491a8f359.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8858a86491a8f359 +-- problem_id: v2p_n3_bedd7054a4bea4e8 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("fixed acidity" AS REAL) <= 7.3 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_88b560c0a7f86742.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_88b560c0a7f86742.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7a61023e418ae21252c43a8f18d544926b3aa42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_88b560c0a7f86742.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_88b560c0a7f86742 +-- problem_id: v2p_n3_2b63a9ab07d9f0f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_88efd37e6543dc73.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_88efd37e6543dc73.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc29a38044e9b018d46438d7b79edd59e0df87f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_88efd37e6543dc73.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_88efd37e6543dc73 +-- problem_id: v2p_n3_29be792b31bc5715 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("free sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_899a280fc2af3f30.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_899a280fc2af3f30.sql new file mode 100644 index 0000000000000000000000000000000000000000..9803d66dccfefa1a12ec96f00ecd8c779303d096 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_899a280fc2af3f30.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_899a280fc2af3f30 +-- problem_id: v2p_n3_ed7f3824a270fac8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "fixed acidity", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "fixed acidity" +) +SELECT "fixed acidity", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8a3e619fa2157b0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8a3e619fa2157b0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec63a598c24b96a71338970a56de95ed89f391ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8a3e619fa2157b0e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8a3e619fa2157b0e +-- problem_id: v2p_n3_d02f0ff162e654ff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8a5eaa96bc3e5ce5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8a5eaa96bc3e5ce5.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f21acba7a6c9d7f71ef07608c686ed975c23e85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8a5eaa96bc3e5ce5.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8a5eaa96bc3e5ce5 +-- problem_id: v2p_n3_fda83a115444b1e8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("citric acid" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"percentile_point" AS ( + SELECT + "fixed acidity", + "measure_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "measure_value" AS "percentile_measure" +FROM "percentile_point" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8afc3b9eeefeeaa3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8afc3b9eeefeeaa3.sql new file mode 100644 index 0000000000000000000000000000000000000000..a267e385c28cf11affcc475235a50f23fa362499 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8afc3b9eeefeeaa3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8afc3b9eeefeeaa3 +-- problem_id: v2p_n3_69b64df49d86c7d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("residual sugar" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("fixed acidity" AS REAL) >= 7.3 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8d5147a31de1112b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8d5147a31de1112b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f65f13e89685ab672d6071e056dba568f4108d61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8d5147a31de1112b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8d5147a31de1112b +-- problem_id: v2p_n3_0866652222a91652 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "volatile acidity", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "volatile acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8df91c80964443c1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8df91c80964443c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a0c9f1d8aa61dd3dacbf1674ef5d145c9832850 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_8df91c80964443c1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_8df91c80964443c1 +-- problem_id: v2p_n3_a565e95f4ca2a7ef +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +), 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_c/n3/sql/v2q_n3_9014c686ac36a305.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9014c686ac36a305.sql new file mode 100644 index 0000000000000000000000000000000000000000..c86de2c13c4df5e0ba8fbfd98c98d807cb319c9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9014c686ac36a305.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9014c686ac36a305 +-- problem_id: v2p_n3_d3b254de574df49e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_909284dd637020cf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_909284dd637020cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..59be6d927a49e55e334ea6e2a94c9af407ce51dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_909284dd637020cf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_909284dd637020cf +-- problem_id: v2p_n3_01d02d56d2f78392 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_90dd74eca8e1cdfd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_90dd74eca8e1cdfd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed2bdf73e340c566b88fb3662ab7c8175294d014 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_90dd74eca8e1cdfd.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_90dd74eca8e1cdfd +-- problem_id: v2p_n3_66de8799b9fa4c53 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS row_count +FROM "n3" +GROUP BY "quality" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_92ccd7adcd835fcb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_92ccd7adcd835fcb.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad8a23996828d506c7140f80ad7757ed73d9a23e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_92ccd7adcd835fcb.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_92ccd7adcd835fcb +-- problem_id: v2p_n3_ba5bd76a91d2726f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("free sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("free sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"target_rank" AS ( + SELECT + "fixed acidity", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_96ffe68ca39338df.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_96ffe68ca39338df.sql new file mode 100644 index 0000000000000000000000000000000000000000..86ce38e9eb4f0384b23035900066c2546209bf43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_96ffe68ca39338df.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_96ffe68ca39338df +-- problem_id: v2p_n3_232f8ada54119ca9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9710a59fcbc3be7e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9710a59fcbc3be7e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee1b4c534ba13b9b0926f19a842c185fd3bb5b6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9710a59fcbc3be7e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9710a59fcbc3be7e +-- problem_id: v2p_n3_8583496304b9027d +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("alcohol" AS REAL) >= 11.4 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_979a65226e93861c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_979a65226e93861c.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d1b7e27d9973783cf75cd64d244bfe53a57076b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_979a65226e93861c.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_979a65226e93861c +-- problem_id: v2p_n3_1906a63bc8af32b3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "fixed acidity", + "alcohol_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * ("cnt" - 1)) + 1) AS INT) + OR "rn" = CAST(((0.9 * ("cnt" - 1)) + 1) AS INT) + 1 +), +"grouped_percentile" AS ( + SELECT + "fixed acidity", + AVG("alcohol_value") AS "percentile_measure" + FROM "percentile_points" + GROUP BY "fixed acidity" +) +SELECT + "fixed acidity", + "percentile_measure" +FROM "grouped_percentile" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9c41978d8431dabc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9c41978d8431dabc.sql new file mode 100644 index 0000000000000000000000000000000000000000..85350556adc6657d1943d704fc6911976a8f0a0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9c41978d8431dabc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_9c41978d8431dabc +-- problem_id: v2p_n3_0522e20dcd74af52 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("sulphates" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9cf404306fa1eeb3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9cf404306fa1eeb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..47da16d4e9d11e879fd1379f49ca3e72f46cca1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9cf404306fa1eeb3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9cf404306fa1eeb3 +-- problem_id: v2p_n3_bc157d5f5e513bf3 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9d6a85eae24bf142.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9d6a85eae24bf142.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ea64d6c11988eac5a3b9b4050e56a4e71e3f1cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9d6a85eae24bf142.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_9d6a85eae24bf142 +-- problem_id: v2p_n3_380ec3560e4f7f47 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS "avg_measure", COUNT(*) AS "support" +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9dca792d57e546fc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9dca792d57e546fc.sql new file mode 100644 index 0000000000000000000000000000000000000000..42e60f6fe6834783b3052488409ff31c79e082e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9dca792d57e546fc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_9dca792d57e546fc +-- problem_id: v2p_n3_ad0547cc173d35df +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9e3ac97041118b81.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9e3ac97041118b81.sql new file mode 100644 index 0000000000000000000000000000000000000000..7344dd12bdfed051f763c7ecda770375e7b40511 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_9e3ac97041118b81.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_9e3ac97041118b81 +-- problem_id: v2p_n3_fb4648b2198aa438 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "density", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "density" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a0a6a46f6ab1dfe3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a0a6a46f6ab1dfe3.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcdd2971fbfc0584e2fe855ae10996390f280d9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a0a6a46f6ab1dfe3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a0a6a46f6ab1dfe3 +-- problem_id: v2p_n3_5ac44d43b3185678 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("density" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("pH" AS REAL) >= 3.28 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a163a4522f06c0d4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a163a4522f06c0d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..426de3869e1700fcba8bc5135b2ef5c25e9e1284 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a163a4522f06c0d4.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a163a4522f06c0d4 +-- problem_id: v2p_n3_eaeb6f8b61e5e689 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("density" AS REAL) <= 0.9961 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a1a0428f036de6c5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a1a0428f036de6c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3afa10793950415f823aed1314c682e98663f0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a1a0428f036de6c5.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a1a0428f036de6c5 +-- problem_id: v2p_n3_cdf332f1501345b0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("residual sugar" AS REAL) <= 9.9 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a2d08bc65db83e2b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a2d08bc65db83e2b.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb82bfbb483c9c9edb4f9b97011bd4fc4121ae34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a2d08bc65db83e2b.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a2d08bc65db83e2b +-- problem_id: v2p_n3_041801f1df43db01 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "fixed acidity", + CAST("volatile acidity" AS REAL) AS "volatile_acidity_value" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"ranked" AS ( + SELECT + "fixed acidity", + "volatile_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY "volatile_acidity_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "filtered" +) +SELECT + "fixed acidity", + "volatile_acidity_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.9999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a45b3dd8dc154e62.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a45b3dd8dc154e62.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9d14e70d4155a994c68bbdb8a36bde1f2e21b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a45b3dd8dc154e62.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_a45b3dd8dc154e62 +-- problem_id: v2p_n3_9cd988247aea2922 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '3' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a57990f6073a5814.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a57990f6073a5814.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c56039185211ff5af145b8181dcd04c585cd9bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a57990f6073a5814.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a57990f6073a5814 +-- problem_id: v2p_n3_86d2da4d38b76d38 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a879156c79a05d65.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a879156c79a05d65.sql new file mode 100644 index 0000000000000000000000000000000000000000..49f979563235401a0200adcfaf2063f444b8da57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_a879156c79a05d65.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_a879156c79a05d65 +-- problem_id: v2p_n3_fc720d6dfa450a02 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered_ranked" AS ( + SELECT + "quality", + CAST("residual sugar" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" = '6' +), +"conditional_quantile" AS ( + SELECT + "quality", + MIN("measure_value") AS "conditional_percentile" + FROM "filtered_ranked" + WHERE "rn" >= CAST(("cnt" * 9 + 9) / 10 AS INTEGER) + GROUP BY "quality" +) +SELECT + q."quality", + cq."conditional_percentile" +FROM ( + SELECT DISTINCT "quality" + FROM "n3" +) AS q +LEFT JOIN "conditional_quantile" AS cq + ON q."quality" = cq."quality" +ORDER BY cq."conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aa70756e69fc8c03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aa70756e69fc8c03.sql new file mode 100644 index 0000000000000000000000000000000000000000..36ff41eec56e85392350c9fcbd16f688ac5e5186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aa70756e69fc8c03.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_aa70756e69fc8c03 +-- problem_id: v2p_n3_4219d9e486b1de43 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aacfcf1e37c63e9c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aacfcf1e37c63e9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba19a0f670a3935ece29224346a0fb2e9a89d86e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aacfcf1e37c63e9c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_aacfcf1e37c63e9c +-- problem_id: v2p_n3_9203cfbef68cf9e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("pH" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY "fixed acidity"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_acc895c4bfd7ceed.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_acc895c4bfd7ceed.sql new file mode 100644 index 0000000000000000000000000000000000000000..bab91dff4ceb263907959845df36dd1723ec59ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_acc895c4bfd7ceed.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_acc895c4bfd7ceed +-- problem_id: v2p_n3_5f3f8c26ae2a853e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "pH", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "pH" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_adf9c928b0908d5f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_adf9c928b0908d5f.sql new file mode 100644 index 0000000000000000000000000000000000000000..38e340a9214936653f3f8a6ccf59f3f99e10929a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_adf9c928b0908d5f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_adf9c928b0908d5f +-- problem_id: v2p_n3_25e58a22482e1fd4 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aeecb2a421621a8f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aeecb2a421621a8f.sql new file mode 100644 index 0000000000000000000000000000000000000000..a21b6454e13738543f0dcf8896818337340671c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_aeecb2a421621a8f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_aeecb2a421621a8f +-- problem_id: v2p_n3_2d7212aac0f5eb5e +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", + AVG(CASE WHEN "quality" = '8' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b181feb4f45ca486.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b181feb4f45ca486.sql new file mode 100644 index 0000000000000000000000000000000000000000..aec19b2c90ee5a03421aaa9fb3bba762373ae43b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b181feb4f45ca486.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b181feb4f45ca486 +-- problem_id: v2p_n3_64310a4e89144763 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("citric acid" AS REAL) >= 0.39 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b1a98f308d776635.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b1a98f308d776635.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d75419440dd4797a6df7e59599c5251347bde51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b1a98f308d776635.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b1a98f308d776635 +-- problem_id: v2p_n3_0dfdbfb24b212185 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", SUM(CAST("free sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("citric acid" AS REAL) >= 0.39 +GROUP BY "quality" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b56e9824c64ef196.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b56e9824c64ef196.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd01cf983ee979bd5ca058ca68d42ee3c4fa741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b56e9824c64ef196.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b56e9824c64ef196 +-- problem_id: v2p_n3_6929d784dee0002a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "fixed acidity" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "fixed acidity" +) +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_c/n3/sql/v2q_n3_b7080678365f4577.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b7080678365f4577.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b027d1f1052716e4b07c42bbe1d44a6f0c11345 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b7080678365f4577.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b7080678365f4577 +-- problem_id: v2p_n3_0f43f4d7759b1656 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b729e396429d5626.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b729e396429d5626.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd6d193735d1ec58059958e6fae21db600013db1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b729e396429d5626.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b729e396429d5626 +-- problem_id: v2p_n3_bce5887ec0ad90ac +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("density" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b93686258f7ad0ff.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b93686258f7ad0ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..7791ec309c7f8e71803882626ce57a4dcbf64e12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b93686258f7ad0ff.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b93686258f7ad0ff +-- problem_id: v2p_n3_299a9503b65d7e82 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("chlorides" AS REAL) >= 0.05 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b9bd8cf7fd0fc6af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b9bd8cf7fd0fc6af.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c4f3899a1336c20c615f3054d5ae2ea6b2f8a42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_b9bd8cf7fd0fc6af.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_b9bd8cf7fd0fc6af +-- problem_id: v2p_n3_9feb120b16a89160 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bbc78c56ee3b4ff6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bbc78c56ee3b4ff6.sql new file mode 100644 index 0000000000000000000000000000000000000000..da16be1484b0563cae7f575e95962d4802798a1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bbc78c56ee3b4ff6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_bbc78c56ee3b4ff6 +-- problem_id: v2p_n3_913dc38767e23247 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", + AVG(CASE WHEN "quality" = '4' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bcc834ed3c4fb4ea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bcc834ed3c4fb4ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9de291b28fdafa8434ff2a18f3686c5efb580fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bcc834ed3c4fb4ea.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_bcc834ed3c4fb4ea +-- problem_id: v2p_n3_7dc0524c4dd2c1c7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("chlorides" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bdf6d786b2291cc4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bdf6d786b2291cc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..86e14d3a8c1696bfa901be7614d9229308111358 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_bdf6d786b2291cc4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_bdf6d786b2291cc4 +-- problem_id: v2p_n3_17ec370c5a8f74d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS row_count +FROM "n3" +GROUP BY "sulphates" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c14869da3677e385.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c14869da3677e385.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa76025adde73ad33d34f69cc25c8935cfb86d23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c14869da3677e385.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c14869da3677e385 +-- problem_id: v2p_n3_1b174cff9f90598d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "residual sugar", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "residual sugar" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c1fc716bd06b3684.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c1fc716bd06b3684.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b0d2f570ee68d6db4665d7a73ce77ef705760d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c1fc716bd06b3684.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c1fc716bd06b3684 +-- problem_id: v2p_n3_9f9c9b8a88b6cd6c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c27bb4daf137b516.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c27bb4daf137b516.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8ad856f4e3a5a58ce2e488da4c2275d4dea6d3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c27bb4daf137b516.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c27bb4daf137b516 +-- problem_id: v2p_n3_fbed3a04dd80d77d +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("total sulfur dioxide" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +WHERE "sulphates" IS NOT NULL AND "total sulfur dioxide" IS NOT NULL +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY CAST("sulphates" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c2839ce6b770cc74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c2839ce6b770cc74.sql new file mode 100644 index 0000000000000000000000000000000000000000..c91e415fbb263916d54042cb1aacd27d833aeee9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c2839ce6b770cc74.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c2839ce6b770cc74 +-- problem_id: v2p_n3_d72172cf9407f379 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("fixed acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c2d698d7088c14f6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c2d698d7088c14f6.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9b64027e48cee63dfec62061135a95a9475332a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c2d698d7088c14f6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c2d698d7088c14f6 +-- problem_id: v2p_n3_8f281a8a42afb07c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("density" AS REAL) >= 0.9961 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c339319b3428cdd9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c339319b3428cdd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d46395efd2530e788d7a9bdc747767462191443f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c339319b3428cdd9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c339319b3428cdd9 +-- problem_id: v2p_n3_237ebd7e9ccea3c1 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", SUM(CAST("chlorides" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("free sulfur dioxide" AS REAL) >= 46.0 +GROUP BY "sulphates" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c3e06d06c33947be.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c3e06d06c33947be.sql new file mode 100644 index 0000000000000000000000000000000000000000..e56fd5d976b3b8382759c46909f2e1912781f715 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c3e06d06c33947be.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c3e06d06c33947be +-- problem_id: v2p_n3_7714d38b621fd7fb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("residual sugar" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c42aa5ab114e490b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c42aa5ab114e490b.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c512c5f876c6b71b728a41a10efbd0126ab7816 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c42aa5ab114e490b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_c42aa5ab114e490b +-- problem_id: v2p_n3_2042184b8a53a549 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c5886fa43a7fd1c1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c5886fa43a7fd1c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a79f70da51c02c45ea4960bb5adaec1ffee1f0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c5886fa43a7fd1c1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c5886fa43a7fd1c1 +-- problem_id: v2p_n3_404101e8e5baa779 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("total sulfur dioxide" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("residual sugar" AS REAL) >= 9.9 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c68e31a469e07761.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c68e31a469e07761.sql new file mode 100644 index 0000000000000000000000000000000000000000..919ed63df24b377957b0c0532c138802a4bd2768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c68e31a469e07761.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c68e31a469e07761 +-- problem_id: v2p_n3_a3959c08ed4511a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE "quality" = '7' +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c8cdd9ac09eb183c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c8cdd9ac09eb183c.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f2ba52184c44649ecfe8536b022820da03e2d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_c8cdd9ac09eb183c.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_c8cdd9ac09eb183c +-- problem_id: v2p_n3_fb9f8fd6aa521f91 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("total sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("total sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "sulphates") AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "total sulfur dioxide" IS NOT NULL +), +"picked" AS ( + SELECT + "sulphates", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "sulphates", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ca2ab6710568f798.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ca2ab6710568f798.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fe7189b7dc6d5796004e6c7ea5856a91dfd8e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ca2ab6710568f798.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ca2ab6710568f798 +-- problem_id: v2p_n3_cf85db71d8076fcf +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("fixed acidity" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cca2ff2e7c45fd6a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cca2ff2e7c45fd6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9158d5c2371f04a47fd6b2c62492273204f852 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cca2ff2e7c45fd6a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_cca2ff2e7c45fd6a +-- problem_id: v2p_n3_713ade154245141a +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "quality", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "quality" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cd854771f2b89113.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cd854771f2b89113.sql new file mode 100644 index 0000000000000000000000000000000000000000..186fc5291b3e1ffb046067e646f78e4271e1dabb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cd854771f2b89113.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_cd854771f2b89113 +-- problem_id: v2p_n3_9f61a71b2d69a349 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce1bea27ba1ce64c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce1bea27ba1ce64c.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e733cf17335aea568d64444892205847cca8dfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce1bea27ba1ce64c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_two_dimensional_topk_count +-- query_record_id: v2q_n3_ce1bea27ba1ce64c +-- problem_id: v2p_n3_b311ab60e34dee1c +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", "sulphates", COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity", "sulphates" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce44ac8c9993fdb4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce44ac8c9993fdb4.sql new file mode 100644 index 0000000000000000000000000000000000000000..02e0ef059ecd26320bf02779eaf4106d6431db35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce44ac8c9993fdb4.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce44ac8c9993fdb4 +-- problem_id: v2p_n3_61fb4fb5ca4e9c88 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("alcohol" AS REAL) AS "alcohol_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("alcohol" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "alcohol" IS NOT NULL +), +"picked" AS ( + SELECT + "fixed acidity", + "alcohol_value", + "rn", + "cnt", + CAST((0.95 * "cnt") + 0.9999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "fixed acidity", + "alcohol_value" 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_c/n3/sql/v2q_n3_ce4eddb05c63771e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce4eddb05c63771e.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a61432673ad700c42ec4420bd6636030fd750ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce4eddb05c63771e.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce4eddb05c63771e +-- problem_id: v2p_n3_f7168adad2baca65 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "quality", + CAST("fixed acidity" AS REAL) AS "measure_value" + FROM "n3" + WHERE "quality" = '6' + AND "fixed acidity" IS NOT NULL +), +"ranked" AS ( + SELECT + "quality", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "quality" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "quality", + MIN("measure_value") AS conditional_percentile + FROM "ranked" + WHERE "rn" >= CAST(CEIL(0.95 * "cnt") AS INT) + GROUP BY "quality" +) +SELECT + q."quality", + p.conditional_percentile +FROM ( + SELECT DISTINCT "quality" + FROM "n3" +) AS q +LEFT JOIN "percentiles" AS p + ON q."quality" = p."quality" +ORDER BY p.conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce62e7146d2ddd27.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce62e7146d2ddd27.sql new file mode 100644 index 0000000000000000000000000000000000000000..93d5fbb9a75aa194a537c40ab63980a135b72b5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce62e7146d2ddd27.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce62e7146d2ddd27 +-- problem_id: v2p_n3_b6260afb4461707b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "fixed acidity", + CAST("citric acid" AS REAL) AS "citric_acid_value", + ROW_NUMBER() OVER ( + PARTITION BY "fixed acidity" + ORDER BY CAST("citric acid" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "fixed acidity" + ) AS "cnt" + FROM "n3" + WHERE "fixed acidity" IS NOT NULL + AND "citric acid" IS NOT NULL +), +"target" AS ( + SELECT + "fixed acidity", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE "rn" >= "cnt" * 0.9 + GROUP BY "fixed acidity" +) +SELECT + r."fixed acidity", + r."citric_acid_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target" AS t + ON r."fixed acidity" = t."fixed acidity" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce736b4af52fdb6a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce736b4af52fdb6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3a453d0593b40ea34d73cd46e376eaf83759f76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ce736b4af52fdb6a.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ce736b4af52fdb6a +-- problem_id: v2p_n3_9ea14f88b969b26a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "quality", + CAST("volatile acidity" AS REAL) AS "volatile_acidity_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("volatile acidity" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "quality" + ) AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "volatile acidity" IS NOT NULL +), +"picked" AS ( + SELECT + "quality", + "volatile_acidity_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY "rn" + ) AS "pick_rn" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "quality", + "percentile_measure" +FROM "picked" +WHERE "pick_rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cfeafc003ad9e400.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cfeafc003ad9e400.sql new file mode 100644 index 0000000000000000000000000000000000000000..d68822ec1d9cf134fd84cd5cb5d6cbe884e8900c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_cfeafc003ad9e400.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_cfeafc003ad9e400 +-- problem_id: v2p_n3_15a25f659d719148 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d3add96bbcb5c06f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d3add96bbcb5c06f.sql new file mode 100644 index 0000000000000000000000000000000000000000..d79da863da488c8dc399fdaff0bc243cf457a6da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d3add96bbcb5c06f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d3add96bbcb5c06f +-- problem_id: v2p_n3_78147e352cc6b50a +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d441ddf6a6f77071.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d441ddf6a6f77071.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ac0c2883f620e55876e14f749258b69eb76b955 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d441ddf6a6f77071.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d441ddf6a6f77071 +-- problem_id: v2p_n3_c62dc0dd9538a4e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS support +FROM "n3" +WHERE CAST("residual sugar" AS REAL) >= 9.9 +GROUP BY "fixed acidity" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d529aa7691766f75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d529aa7691766f75.sql new file mode 100644 index 0000000000000000000000000000000000000000..684dd2b54d5597c7b88eb709909048bdf5197247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d529aa7691766f75.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d529aa7691766f75 +-- problem_id: v2p_n3_2e9ce7732d5e09f0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "sulphates", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d7f2abc2faf25489.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d7f2abc2faf25489.sql new file mode 100644 index 0000000000000000000000000000000000000000..485acca0568cf9547425ccb4941f11a98e9831df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d7f2abc2faf25489.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d7f2abc2faf25489 +-- problem_id: v2p_n3_3ecec13cce38b348 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", COUNT(*) AS row_count +FROM "n3" +GROUP BY "fixed acidity" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d8a2daa913286609.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d8a2daa913286609.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d5cb180c68bfcd062865f4ac8ba454da8fe9343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d8a2daa913286609.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d8a2daa913286609 +-- problem_id: v2p_n3_33455df8fab9e7a1 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("citric acid" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d9ae85a37fa79798.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d9ae85a37fa79798.sql new file mode 100644 index 0000000000000000000000000000000000000000..36b7dee20ad8ad07fa744fe5a77b996cf05c46e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_d9ae85a37fa79798.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_d9ae85a37fa79798 +-- problem_id: v2p_n3_b5613f313898c728 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "free sulfur dioxide", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "free sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_da6ba8bef800dfa8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_da6ba8bef800dfa8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5ef92649e89ad5264eac97ee0625b8d468a657d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_da6ba8bef800dfa8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_da6ba8bef800dfa8 +-- problem_id: v2p_n3_fe2920c745e71d2e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "sulphates", + AVG(CAST("sulphates" AS REAL)) OVER (PARTITION BY "sulphates") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_db4073e5dd10978a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_db4073e5dd10978a.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb2fbaec72e04a2ced771cc86851f11b8ca4e546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_db4073e5dd10978a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_db4073e5dd10978a +-- problem_id: v2p_n3_17ce9d5315e158d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", SUM(CAST("volatile acidity" AS REAL)) AS total_measure +FROM "n3" +WHERE CAST("volatile acidity" AS REAL) >= 0.32 +GROUP BY "fixed acidity" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_dd7176891330a766.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_dd7176891330a766.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ffdfd08122725a3ca97add9017874e7f33fc958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_dd7176891330a766.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_dd7176891330a766 +-- problem_id: v2p_n3_bd3aeda002e8ec8a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT CAST("sulphates" AS REAL) AS "sulphates", + AVG(CAST("volatile acidity" AS REAL)) OVER (PARTITION BY CAST("sulphates" AS REAL)) AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_df5b5b4fa25cd08f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_df5b5b4fa25cd08f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8730937dd6535e5a5b94a3267f50293e8d915672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_df5b5b4fa25cd08f.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n3_df5b5b4fa25cd08f +-- problem_id: v2p_n3_77db9cd15e5c2a20 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sulphates", + SUM(CASE WHEN "quality" = '6' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS denominator_count + FROM "n3" + GROUP BY "sulphates" +) +SELECT "sulphates", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_df843daa823a9633.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_df843daa823a9633.sql new file mode 100644 index 0000000000000000000000000000000000000000..71a10249d2a0f5f5986703fe74e0442363ca54b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_df843daa823a9633.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_df843daa823a9633 +-- problem_id: v2p_n3_4ecf92a4ca27f246 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", COUNT(*) AS support +FROM "n3" +WHERE CAST("volatile acidity" AS REAL) >= 0.32 +GROUP BY "sulphates" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e0d8af0175b12b3d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e0d8af0175b12b3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6271e72330ccadb0ad1b69c78602b818b6d4ca1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e0d8af0175b12b3d.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e0d8af0175b12b3d +-- problem_id: v2p_n3_0a3cf93c804a6606 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "sulphates" AS "sulphates", + CAST("residual sugar" AS REAL) AS "residual_sugar_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("residual sugar" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "residual sugar" IS NOT NULL +) +SELECT + "sulphates", + "residual_sugar_value" AS "percentile_measure" +FROM ranked +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e35611998409b125.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e35611998409b125.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6fb73c0b2d563f9e9421148b2e8afb444619451 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e35611998409b125.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e35611998409b125 +-- problem_id: v2p_n3_dbf0dcd36087c3f2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "fixed acidity", + AVG(CAST("pH" AS REAL)) OVER (PARTITION BY "fixed acidity") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e4273875d9897d27.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e4273875d9897d27.sql new file mode 100644 index 0000000000000000000000000000000000000000..5758c62cd48a83071fd28d8b47c8bfdbdff92265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e4273875d9897d27.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e4273875d9897d27 +-- problem_id: v2p_n3_997586ba3405ab2a +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "sulphates" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e516340956d1b4d3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e516340956d1b4d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..25a5e23a91751e870037a9e1549122ac44ca322a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e516340956d1b4d3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_e516340956d1b4d3 +-- problem_id: v2p_n3_c4f29dbafa33d138 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("density" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e5de2bf0e89c3093.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e5de2bf0e89c3093.sql new file mode 100644 index 0000000000000000000000000000000000000000..736ea701cd22f68068b3141a58b11f041920242f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e5de2bf0e89c3093.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e5de2bf0e89c3093 +-- problem_id: v2p_n3_a591f66cf17d9655 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e626df09bb828040.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e626df09bb828040.sql new file mode 100644 index 0000000000000000000000000000000000000000..614bfb44678592754bb607010f4e04a2f3aa3266 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e626df09bb828040.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_n3_e626df09bb828040 +-- problem_id: v2p_n3_c14b9760e04d8295 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e65677df67147a79.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e65677df67147a79.sql new file mode 100644 index 0000000000000000000000000000000000000000..a67901c4aa50d85b91248dc2bfc6e806735575f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e65677df67147a79.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e65677df67147a79 +-- problem_id: v2p_n3_7e6541841c3c6d5e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "quality", + AVG(CAST("alcohol" AS REAL)) OVER (PARTITION BY "quality") AS avg_measure +FROM "n3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e67b8371a3565596.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e67b8371a3565596.sql new file mode 100644 index 0000000000000000000000000000000000000000..49724fafceb0c107b2b21899469e705b2ad8c528 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e67b8371a3565596.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_e67b8371a3565596 +-- problem_id: v2p_n3_7c60c77e9557c1a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", AVG(CAST("alcohol" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "quality" +HAVING COUNT(*) > 5 +ORDER BY "quality"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e9618462faa1ec97.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e9618462faa1ec97.sql new file mode 100644 index 0000000000000000000000000000000000000000..278be0c8d591c0689ff151d8be7a817481c91398 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_e9618462faa1ec97.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_e9618462faa1ec97 +-- problem_id: v2p_n3_92bb73954eccfae6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sulphates", + CAST("total sulfur dioxide" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY CAST("total sulfur dioxide" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "n3" + WHERE "sulphates" IS NOT NULL + AND "total sulfur dioxide" IS NOT NULL +), +"picked" AS ( + SELECT + "sulphates", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "sulphates", + MIN("measure_value") AS "percentile_measure" +FROM "picked" +WHERE "rn" >= "target_rn" +GROUP BY "sulphates" +HAVING MIN("cnt") >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ea1c551d7b545d3b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ea1c551d7b545d3b.sql new file mode 100644 index 0000000000000000000000000000000000000000..55e2a729a942199f10daaa4bc4390f5f86121797 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ea1c551d7b545d3b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ea1c551d7b545d3b +-- problem_id: v2p_n3_8ef498cb570fec02 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "total sulfur dioxide", + COUNT(*) AS support, + AVG("citric acid") AS avg_response +FROM "n3" +GROUP BY "total sulfur dioxide" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eaa636bb529c2eac.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eaa636bb529c2eac.sql new file mode 100644 index 0000000000000000000000000000000000000000..75939c5b06ad5e8e90d7438ad0c04bebf813eefa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eaa636bb529c2eac.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_eaa636bb529c2eac +-- problem_id: v2p_n3_cd52cbfd2fee0584 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sulphates" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "sulphates" +) +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_c/n3/sql/v2q_n3_ebc422f21d9b5d5f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ebc422f21d9b5d5f.sql new file mode 100644 index 0000000000000000000000000000000000000000..49980b530e8cce5a3e9ffdf56c060fe6abe87e99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ebc422f21d9b5d5f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_m4_support_guarded_group_avg +-- query_record_id: v2q_n3_ebc422f21d9b5d5f +-- problem_id: v2p_n3_106577a02ed527e3 +-- realization_mode: agent +-- source_kind: agent +SELECT "fixed acidity", AVG(CAST("citric acid" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) > 5 +ORDER BY CAST("fixed acidity" AS REAL); diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ec2398303b99aa78.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ec2398303b99aa78.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f110c7042ac37c310df694452698882f18f2a05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ec2398303b99aa78.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ec2398303b99aa78 +-- problem_id: v2p_n3_3a8c252479a7810e +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("chlorides" AS REAL) <= 0.05 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eccc415581a55dbe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eccc415581a55dbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..d33064a494ffa1cbb5795ca14fc16d87a5dbc3d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eccc415581a55dbe.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_eccc415581a55dbe +-- problem_id: v2p_n3_0b49735207ac7dc4 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", COUNT(*) AS support +FROM "n3" +WHERE CAST("total sulfur dioxide" AS REAL) >= 167.0 +GROUP BY "quality" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ee640f3a0092663d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ee640f3a0092663d.sql new file mode 100644 index 0000000000000000000000000000000000000000..49f5a084679a2002817718d34e9864dfd6c49533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ee640f3a0092663d.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ee640f3a0092663d +-- problem_id: v2p_n3_24570547191e599a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sulphates", + CAST("free sulfur dioxide" AS REAL) AS "measure_value" + FROM "n3" + WHERE "quality" = '6' + AND "sulphates" IS NOT NULL + AND "free sulfur dioxide" IS NOT NULL +), +"ranked" AS ( + SELECT + "sulphates", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "sulphates" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sulphates" + ) AS "cnt" + FROM "filtered" +) +SELECT + "sulphates", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eeaddd010b09b8d7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eeaddd010b09b8d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..190a90a3a75d84f03cbac5c199e61ec3f8737fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_eeaddd010b09b8d7.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_eeaddd010b09b8d7 +-- problem_id: v2p_n3_b29d4ddeb4371043 +-- realization_mode: agent +-- source_kind: agent +SELECT "quality", + AVG(CASE WHEN "quality" = '5' THEN 1 ELSE 0 END) AS condition_rate +FROM "n3" +GROUP BY "quality" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f077ba0cfc8f1a11.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f077ba0cfc8f1a11.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b74601194541c54a2b9372ba27955ad568ac2b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f077ba0cfc8f1a11.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_f077ba0cfc8f1a11 +-- problem_id: v2p_n3_6a69a45109fedce1 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("volatile acidity" AS REAL) <= 0.32 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n3"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f089c6fdf1617f7c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f089c6fdf1617f7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe928943859c5a5fecb3754b7461e64c1e2aa081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f089c6fdf1617f7c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_c2_two_dim_target_rate +-- query_record_id: v2q_n3_f089c6fdf1617f7c +-- problem_id: v2p_n3_6507b0a6225e1580 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", "quality", + AVG(CASE WHEN "quality" = '9' THEN 1 ELSE 0 END) AS target_rate +FROM "n3" +GROUP BY "sulphates", "quality" +ORDER BY target_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f43c2a0929bfd6fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f43c2a0929bfd6fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..b004f3f3361dc80542d9023df796f6bf82453728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f43c2a0929bfd6fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_support_guarded_group_avg +-- query_record_id: v2q_n3_f43c2a0929bfd6fe +-- problem_id: v2p_n3_365defa945cef588 +-- realization_mode: agent +-- source_kind: agent +SELECT "sulphates", AVG(CAST("residual sugar" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n3" +GROUP BY "sulphates" +HAVING COUNT(*) > 5 +ORDER BY "sulphates"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f6e73178c3b59d1c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f6e73178c3b59d1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f65a699f18b6409f80157c010ddb0edaf6a116f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_f6e73178c3b59d1c.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_f6e73178c3b59d1c +-- problem_id: v2p_n3_57cea750b5aeaff8 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "quality", + CAST("chlorides" AS REAL) AS "chlorides_value", + ROW_NUMBER() OVER ( + PARTITION BY "quality" + ORDER BY CAST("chlorides" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "quality") AS "cnt" + FROM "n3" + WHERE "quality" IS NOT NULL + AND "chlorides" IS NOT NULL +), percentile_pick AS ( + SELECT + "quality", + "chlorides_value" + FROM ranked + WHERE "rn" = CAST(((0.9 * ("cnt" - 1)) + 1 + 0.999999) AS INTEGER) +) +SELECT + "quality", + "chlorides_value" AS percentile_measure +FROM percentile_pick +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fbe8b7c5a07aa7ae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fbe8b7c5a07aa7ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..a68e2106763b482156549ea24b1e54fa58a36604 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fbe8b7c5a07aa7ae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_fbe8b7c5a07aa7ae +-- problem_id: v2p_n3_180dde916aef6d26 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "chlorides", + COUNT(*) AS support, + AVG("residual sugar") AS avg_response +FROM "n3" +GROUP BY "chlorides" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fc2b329243b3f5b8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fc2b329243b3f5b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..04ad2a519fc9d76b5c60e6dbd3db64804a4568d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fc2b329243b3f5b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_fc2b329243b3f5b8 +-- problem_id: v2p_n3_efad81bcae246ea9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "alcohol", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "alcohol" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fefd08987c3f57c3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fefd08987c3f57c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca1030b6f6c665f838916b778336fbd45d0b3040 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_fefd08987c3f57c3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_fefd08987c3f57c3 +-- problem_id: v2p_n3_656e01b70b1c576e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "quality" AS value_label, COUNT(*) AS support + FROM "n3" + GROUP BY "quality" +), 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_c/n3/sql/v2q_n3_ffdd4435959491a1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ffdd4435959491a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c13e03e92520e4e98cad9bf25fa6be5f8e78d17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_c/n3/sql/v2q_n3_ffdd4435959491a1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_c +-- sql_source_dataset_id: n3 +-- 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_n3_ffdd4435959491a1 +-- problem_id: v2p_n3_89f37f785db3b213 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "fixed acidity", + COUNT(*) AS support, + AVG("volatile acidity") AS avg_response +FROM "n3" +GROUP BY "fixed acidity" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC;